Lucila Ohno-Machado

发表

Calibrating predictive model estimates to support personalized medicine

Jihoon Kim, Xiaoqian Jiang, Melanie Osl, 2011, J. Am. Medical Informatics Assoc..

Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge

Wei Wei, Lucila Ohno-Machado, Qi Li, 2018, Database J. Biol. Databases Curation.

A greedy algorithm for supervised discretization

Lucila Ohno-Machado, Dan A. Simovici, Richard Butterworth, 2004, J. Biomed. Informatics.

Tailoring informatics interventions to patients and healthcare providers

Lucila Ohno-Machado, L. Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

Building an asynchronous web-based tool for machine learning classification

Lucila Ohno-Machado, Griffin M. Weber, Staal A. Vinterbo, 2002, AMIA.

Self-Service Cohort Discovery across Five Academic Health Centers: Usage and User Evaluations of the University of California Research eXchange

Lucila Ohno-Machado, Douglas S. Bell, Lisa Dahm, 2017, AMIA.

A journal's role in resource sharing and reproducibility

Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

A publicly available benchmark for biomedical dataset retrieval: the reference standard for the 2016 bioCADDIE dataset retrieval challenge

Lucila Ohno-Machado, Hua Xu, Trevor Cohen, 2017, Database J. Biol. Databases Curation.

Medical Applications

Lucila Ohno-Machado, Leslie Perreault, L. Ohno-Machado, 2020, Believing Your Ears: Examining Auditory Illusions.

Making it personal: translational bioinformatics

Lucila Ohno-Machado, Atul J. Butte, A. Butte, 2013, J. Am. Medical Informatics Assoc..

pSCANNER: patient-centered Scalable National Network for Effectiveness Research

Lucila Ohno-Machado, Douglas S. Bell, Lisa Dahm, 2014, J. Am. Medical Informatics Assoc..

Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, Bioinform..

A Randomized Response Model for Privacy-Preserving Data Dissemination

Xiaoqian Jiang, Lucila Ohno-Machado, Zhanglong Ji, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Training in Medical Informatics: Combining Onsite and Online Instruction

Robert A. Greenes, Lucila Ohno-Machado, Heimar F. Marin, 2001, MedInfo.

Sharing data from electronic health records within, across, and beyond healthcare institutions: Current trends and perspectives

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

Large-Scale Uniform Analysis of Cancer Whole Genomes in Multiple Computing Environments

Wan Choi, Oliver Hofmann, Roland Eils, 2017, bioRxiv.

WLAN PDA to improve efficiency in patient care documentation

Lucila Ohno-Machado, Tomohiro Sawa, Takashi Funahara, 2005, AMIA.

Highlights

Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

Quantifying fine-grained privacy risk and representativeness in medical data

Lucila Ohno-Machado, Xiaoqian Jiang, Samuel Cheng, 2011, DMMH '11.

A tutorial on calibration measurements and calibration models for clinical prediction models

Lucila Ohno-Machado, Yingxiang Huang, Wentao Li, 2020, J. Am. Medical Informatics Assoc..

Diagnosing Breast Cancer from FNAs: Variable Relevance in Neural Network and Logistic Regression Models

Lucila Ohno-Machado, Donald Bialek, 1998, MedInfo.

Meeting User Needs for a Data Discovery Index of Biomedical Big Data

Lucila Ohno-Machado, Todd R. Johnson, Deevakar Rogith, 2017, AMIA.

PhenDisco: phenotype discovery system for the database of genotypes and phenotypes

Son Doan, Mike Conway, Xiaoqian Jiang, 2013, J. Am. Medical Informatics Assoc..

Trends in biomedical informatics: most cited topics from recent years

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Identifying Age Variables in dbGaP using Natural Language Processing

Lucila Ohno-Machado, Hyeon-Eui Kim, Michael Conway, 2012, AMIA.

Efficient Determination of Equivalence for Encrypted Data

Xiaoqian Jiang, Lucila Ohno-Machado, Jaideep Vaidya, 2018, Comput. Secur..

Journal of Biomedical Informatics

Lucila Ohno-Machado, L. Ohno-Machado, Lucila Ohno-Machado, 2002 .

Developing a predictive model for discharge delay in the Post-Anesthesia Care Unit

Jihoon Kim, Lucila Ohno-Machado, Rodney A. Gabriel, 2016, American Medical Informatics Association Annual Symposium.

Integrated precision medicine: the role of electronic health records in delivering personalized treatment

Lucila Ohno-Machado, Barbara Berkovich, Amy M. Sitapati, 2017, Wiley interdisciplinary reviews. Systems biology and medicine.

Enabling patients to be active participants in healthcare via informatics interventions

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

First Steps Towards Implementing an International Training Program in Medical Informatics: The Brazil/USA Project

Aziz A. Boxwala, Robert A. Greenes, Lucila Ohno-Machado, 2000, AMIA.

Comparison of consumers' views on electronic data sharing for healthcare and research

Lucila Ohno-Machado, Katherine K. Kim, Jill G. Joseph, 2015, J. Am. Medical Informatics Assoc..

Computer-based safety surveillance and patient-centered health records

Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Transforming the National Department of Veterans Affairs Data Warehouse to the OMOP Common Data Model

Lucila Ohno-Machado, Michael E. Matheny, Jonathan R. Nebeker, 2015, AMIA.

A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning

Xiaoqian Jiang, Lucila Ohno-Machado, Jialan Que, 2012, AMIA.

Evaluating and sharing global genetic ancestry in biomedical datasets

Jihoon Kim, Lucila Ohno-Machado, Xiaojun Xu, 2019, J. Am. Medical Informatics Assoc..

Understanding and mitigating the digital divide in health care

Lucila Ohno-Machado, 2017, J. Am. Medical Informatics Assoc..

Where do we stand in the maze of health information systems?

Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis

Basit Shafiq, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, AMIA.

Ranking Medical Subject Headings using a factor graph model

Xiaoqian Jiang, Lucila Ohno-Machado, Wei Wei, 2015, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

What's new in informatics

Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Focusing on the patient: mHealth, social media, electronic health records, and decision support systems

Lucila Ohno-Machado, 2014, J. Am. Medical Informatics Assoc..

Clinical decision support: informatics interventions for better patient care

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

Does Health Status Affect Patient Preferences for Sharing Clinical Data for Research?

Jihoon Kim, Diana Guijarro, Lucila Ohno-Machado, 2016, American Medical Informatics Association Annual Symposium.

Grid Binary LOgistic REgression (GLORE): building shared models without sharing data

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

NIH's Big Data to Knowledge initiative and the advancement of biomedical informatics

Lucila Ohno-Machado, L. Ohno-Machado, 2014, J. Am. Medical Informatics Assoc..

Anomaly and signature filtering improve classifier performance for detection of suspicious access to EHRs.

Xiaoqian Jiang, Lucila Ohno-Machado, Jihoon Kim, 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Editorial: Outstanding Submissions to the AMIA Annual Symposium Now Featured in JAMIA

Lucila Ohno-Machado, Randolph A. Miller, 2009, J. Am. Medical Informatics Assoc..

Current Applications of Blockchain Technology in Biomedical Research and Healthcare

Lucila Ohno-Machado, Amar Das, Tsung-Ting Kuo, 2019, AMIA.

Big science, big data, and a big role for biomedical informatics

Lucila Ohno-Machado, L. Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

SHARE: system design and case studies for statistical health information release

Xiaoqian Jiang, Lucila Ohno-Machado, Andrew R. Post, 2013, J. Am. Medical Informatics Assoc..

Enhancing Twitter Data Analysis with Simple Semantic Filtering: Example in Tracking Influenza-Like Illnesses

Son Doan, Nigel Collier, Lucila Ohno-Machado, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Innovative approaches to support patient decision making, improve safety, and enable large-scale clinical research

Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Trends in informatics and journal peer-review processes

Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

Assessing the quality of annotations in asthma gene expression experiments

Lucila Ohno-Machado, Ronilda C. Lacson, Michael Mbagwu, 2010, BMC Bioinformatics.

Metadata Mapping In Biocaddie: Challenging Cases

Shao Ling Soh, Sze Nga Wong, Lucila Ohno-Machado, 2016 .

Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks

Xiaoqian Jiang, Lucila Ohno-Machado, Jean-Pierre Hubaux, 2017, J. Am. Medical Informatics Assoc..

Protecting patient privacy in survival analyses

Lucila Ohno-Machado, Xiaoqian Jiang, Luca Bonomi, 2019, J. Am. Medical Informatics Assoc..

Health information technology and patient safety

Lucila Ohno-Machado, 2017, J. Am. Medical Informatics Assoc..

Smart medical environment at the point of care: Auto-tracking clinical interventions at the bed side using RFID technology

Lucila Ohno-Machado, Kumiko Ohashi, Sakiko Ota, 2010, Comput. Biol. Medicine.

The C-Index as a Selection Tool in Decision Tree Construction: An Example in Myocardial Infarction

Lucila Ohno-Machado, Hamish S. F. Fraser, Gregory Sharp, 1999, AMIA.

Data science and informatics: when it comes to biomedical data, is there a real distinction?

Lucila Ohno-Machado, 2013, J. Am. Medical Informatics Assoc..

Southern California: a hotbed of biomedical engineering: nine bioengineers describe their research and why Southern California has the biotech market cornered.

Gert Cauwenberghs, Lucila Ohno-Machado, Michael Khoo, 2012, IEEE pulse.

Information Retrieval for Biomedical Datasets: The 2016 bioCADDIE Challenge

Lucila Ohno-Machado, Hua Xu, Trevor Cohen, 2017, AMIA.

Evaluation of Guidelines to Help Patients Recognize Myocardial Infarction

Lucila Ohno-Machado, Hamish S. F. Fraser, Vincent Carey, 1999, AMIA.

Ensembles of NLP Tools for Data Element Extraction from Clinical Notes

Son Doan, Lucila Ohno-Machado, Chun-Nan Hsu, 2016, AMIA.

Use of electronic health record systems for decision support

Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Decision support for clinical trial eligibility determination in breast cancer

Aziz A. Boxwala, Lucila Ohno-Machado, Samuel J. Wang, 1999, AMIA.

Clinical informatics applications of medication reconciliation, decision support systems, and online portal patient-provider communications

Lucila Ohno-Machado, L. Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

Cost-effectiveness of informatics and health IT: impact on finances and quality of care

Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Networking the country to promote health and scientific discovery

Lucila Ohno-Machado, 2014, J. Am. Medical Informatics Assoc..

Privacy Technology to Support Data Sharing for Comparative Effectiveness Research: A Systematic Review

Xiaoqian Jiang, Lucila Ohno-Machado, Anand D Sarwate, 2013, Medical care.

Smooth Isotonic Regression: A New Method to Calibrate Predictive Models

Xiaoqian Jiang, Melanie Osl, Lucila Ohno-Machado, 2011, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Natural language processing: an introduction

Lucila Ohno-Machado, Prakash M. Nadkarni, Wendy W. Chapman, 2011, J. Am. Medical Informatics Assoc..

Using statistical and machine learning to help institutions detect suspicious access to electronic health records

Jihoon Kim, Aziz A. Boxwala, Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

EXpectation Propagation LOgistic REgRession (EXPLORER): Distributed privacy-preserving online model learning

Xiaoqian Jiang, Lucila Ohno-Machado, Lijuan Cui, 2013, J. Biomed. Informatics.

Evaluating variable selection methods for diagnosis of myocardial infarction

Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, 1999, AMIA.

Special Features: Presentation of the 2008 Morris F. Collen Award to Robert A. Greenes

Lucila Ohno-Machado, Edward H. Shortliffe, Donald Ellison, 2009, J. Am. Medical Informatics Assoc..

Logistic regression and artificial neural network classification models: a methodology review

Lucila Ohno-Machado, Stephan Dreiseitl, L. Ohno-Machado, 2002, J. Biomed. Informatics.

Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance

Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, 2002, J. Am. Medical Informatics Assoc..

DSGeo: Software tools for cross-platform analysis of gene expression data in GEO

Jihoon Kim, Lucila Ohno-Machado, Ronilda C. Lacson, 2010, J. Biomed. Informatics.

Discrimination and calibration of mortality risk prediction models in interventional cardiology

Lucila Ohno-Machado, Michael E. Matheny, Frederic S. Resnic, 2005, J. Biomed. Informatics.

A neural network-based similarity index for clustering DNA microarray data

Lucila Ohno-Machado, Tomohiro Sawa, L. Ohno-Machado, 2003, Comput. Biol. Medicine.

An Epicurean learning approach to gene-expression data classification

Lucila Ohno-Machado, Andreas Alexander Albrecht, Staal A. Vinterbo, 2003, Artif. Intell. Medicine.

Comparison of multiple prediction models for ambulation following spinal cord injury

Lucila Ohno-Machado, Aleksander Øhrn, Todd Rowland, 1998, AMIA.

DataMed: Finding useful data across multiple biomedical data repositories

Lucila Ohno-Machado, Ergin Soysal, Nansu Zong, 2016, bioRxiv.

Feasibility of Representing Data from Published Nursing Research Using the OMOP Common Data Model

Lucila Ohno-Machado, Hyeon-Eui Kim, Jeeyae Choi, 2016, AMIA.

Mining electronic health record data: finding the gold nuggets

Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

A Simulated Annealing and Resampling Method for Training Perceptrons to Classify Gene-Expression Data

Chak-Kuen Wong, Lucila Ohno-Machado, Andreas Alexander Albrecht, 2002, ICANN.

Biomedical CyberInfrastructure challenges

Lucila Ohno-Machado, Natasha Balac, Claudiu Farcas, 2013, XSEDE.

Development of a Web Service for Analysis in a Distributed Network

Keith Marsolo, Xiaoqian Jiang, Lucila Ohno-Machado, 2014, EGEMS.

Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies pdf

Sanna Salanterä, Lucila Ohno-Machado, Henning Müller, 2016, ArXiv.

Building systems that change clinical practice and advance health sciences research

Lucila Ohno-Machado, 2016, J. Am. Medical Informatics Assoc..

Highlights

Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

Protecting genomic data analytics in the cloud: state of the art and opportunities

Xiaoqian Jiang, Lucila Ohno-Machado, Bradley Malin, 2016, BMC Medical Genomics.

Using health information technology for clinical decision support and predictive analytics

Lucila Ohno-Machado, 2017, J. Am. Medical Informatics Assoc..

GLIF3: the evolution of a guideline representation format

Omolola Ogunyemi, Aziz A. Boxwala, Robert A. Greenes, 2000, AMIA.

Reflections on the journey of editing a scientific journal

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

iDASH: integrating data for analysis, anonymization, and sharing

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Using a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) Assignment

Wei Wei, Lucila Ohno-Machado, Zhanglong Ji, 2017, AMIA.

Translational bioinformatics: linking knowledge across biological and clinical realms

Lucila Ohno-Machado, Atul J. Butte, Yves A. Lussier, 2011, J. Am. Medical Informatics Assoc..

The role of informatics in promoting patient safety

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

Disambiguation Data: Extracting Information from Anonymized Sources

Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, 2002, J. Am. Medical Informatics Assoc..

Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression

Xiaoqian Jiang, Lucila Ohno-Machado, George Hripcsak, 2016, AMIA.

iDASH secure genome analysis competition 2018: blockchain genomic data access logging, homomorphic encryption on GWAS, and DNA segment searching

Xiaoqian Jiang, Lucila Ohno-Machado, Lei Wang, 2020, BMC Medical Genomics.

An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite

Xiaoqian Jiang, Lucila Ohno-Machado, Daniella Meeker, 2016, AMIA.

DATS, the data tag suite to enable discoverability of datasets

Lucila Ohno-Machado, Hua Xu, Nansu Zong, 2017, Scientific Data.

An improved model for predicting postoperative nausea and vomiting in ambulatory surgery patients using physician-modifiable risk factors

Lucila Ohno-Machado, Richard D. Urman, Pankaj Sarin, 2012, J. Am. Medical Informatics Assoc..

Towards large-scale sample annotation in gene expression repositories

Jihoon Kim, Lucila Ohno-Machado, Ronilda C. Lacson, 2009, BMC Bioinformatics.

Using electronic data to predict the probability of true bacteremia from positive blood cultures

Lucila Ohno-Machado, David W. Bates, Gilad J. Kuperman, 2000, AMIA.

Pharmacokinetic Simulation of Muscle Relaxants: Prediction of Onset Based on Potency

Lucila Ohno-Machado, Tomohiro Sawa, Yoshinori Nakata, 2002, AMIA.

Informatics 2.0: implications of social media, mobile health, and patient-reported outcomes for healthcare and individual privacy

Lucila Ohno-Machado, L. Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Advancing healthcare and biomedical research via new data-driven approaches

Lucila Ohno-Machado, L. Ohno-Machado, 2017, J. Am. Medical Informatics Assoc..

Improving Calibration of Logistic Regression Models by Local Estimates

Lucila Ohno-Machado, Bernhard Tilg, Christian Baumgartner, 2008, AMIA.

A Keyword Suggestion Strategy Based on Citation Networks

Wei Wei, Xiaoqian Jiang, Lucila Ohno-Machado, 2014, AMIA.

Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery

Xiaoqian Jiang, Lucila Ohno-Machado, Yongan Zhao, 2014, J. Am. Medical Informatics Assoc..

Privacy-Preserving Biometric System for Secure Fingerprint Authentication

Xiaoqian Jiang, Lucila Ohno-Machado, Samuel Cheng, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Training in Medical Informatics in Northeastern Brazil

Lucila Ohno-Machado, Heimar F. Marin, Eduardo P. Marques, 2002, AMIA.

Automating pressure ulcer risk assessment using documented patient data

Lucila Ohno-Machado, Patricia C. Dykes, Hyeon-Eui Kim, 2010, Int. J. Medical Informatics.

DATS: the data tag suite to enable discoverability of datasets

Lucila Ohno-Machado, Nansu Zong, Ian Fore, 2017 .

Major complications after angioplasty in patients with chronic renal failure: a comparison of predictive models

Lucila Ohno-Machado, Ronilda C. Lacson, L. Ohno-Machado, 2000, AMIA.

Stochastic Algorithms for Gene Expression Analysis (Invited Talk)

Lucila Ohno-Machado, Winston Patrick Kuo, 2003, SAGA.

Electronic health records: usability and utilization by health care providers and patients

Lucila Ohno-Machado, 2017, J. Am. Medical Informatics Assoc..

To Share or Not To Share: That Is Not the Question

Lucila Ohno-Machado, L. Ohno-Machado, 2012, Science Translational Medicine.

Linking Health Education and Health Care Service Information via the WWW: The HealthAware Project

Aziz A. Boxwala, Robert A. Greenes, Lucila Ohno-Machado, 1998, AMIA.

Preserving Genome Privacy in Research Studies

Xiaoqian Jiang, Lucila Ohno-Machado, Shuang Wang, 2015, Medical Data Privacy Handbook.

HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2013, J. Am. Medical Informatics Assoc..

A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support

Jihoon Kim, Aziz A. Boxwala, Xiaoqian Jiang, 2012, J. Am. Medical Informatics Assoc..

Generation of Dynamically Configured Check Lists for Intra-Operative Problems: Using a Set Covering Algorithm

Lucila Ohno-Machado, Tomohiro Sawa, 2002, J. Am. Medical Informatics Assoc..

Multivariate selection of genetic markers in diagnostic classification

Lucila Ohno-Machado, Griffin Weber, Staal Vinterbo, 2004, Artif. Intell. Medicine.

Time-motion analysis of paper-based clinical workflows in a multi-specialty academic ophthalmology practice

Lucila Ohno-Machado, Michelle R. Hribar, Michael F. Chiang, 2019 .

Building knowledge in a complex preterm birth problem domain

Lucila Ohno-Machado, William Edward Hammond, Staal A. Vinterbo, 2000, AMIA.

A community effort to protect genomic data sharing, collaboration and outsourcing

Xiaofeng Wang, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, npj Genomic Medicine.

Hiding information by cell suppression

Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, 2001, AMIA.

Learning Rare Categories in Backpropagation

Lucila Ohno-Machado, Mark A. Musen, 1995, SBIA.

Informatics without Borders: International Outreach of US-based Training Programs

Lucila Ohno-Machado, William R. Hersh, Cynthia S. Gadd, 2014, AMIA.

Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies

Sanna Salanterä, Lucila Ohno-Machado, Henning Müller, 2017, MedInfo.

SMART: Mobile Patient Monitoring in an Emergency Department

Lucila Ohno-Machado, Dorothy Curtis, Thomas O. Stair, 2010 .

Trends in biomedical informatics: automated topic analysis of JAMIA articles

Jimeng Sun, Xiaoqian Jiang, Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

Comparison of RFID Systems for Tracking Clinical Interventions at the Bedside

Lucila Ohno-Machado, Kumiko Ohashi, Sakiko Ota, 2008, AMIA.

DELPHI: Data E-platform for personalized population health

William G. Griswold, Chaitanya K. Baru, Lucila Ohno-Machado, 2013, 2013 IEEE 15th International Conference on e-Health Networking, Applications and Services (Healthcom 2013).

DataMed – an open source discovery index for finding biomedical datasets

Lucila Ohno-Machado, Ibrahim Burak Özyurt, Ergin Soysal, 2018, J. Am. Medical Informatics Assoc..

Secure and Differentially Private Logistic Regression for Horizontally Distributed Data

Lucila Ohno-Machado, Junghye Lee, Xiaoqian Jiang, 2020, IEEE Transactions on Information Forensics and Security.

Validating an automated outcomes surveillance application using data from a terminated randomized, controlled trial (OPUS [TIMI-16]).

Lucila Ohno-Machado, Michael E Matheny, Frederic S Resnic, 2007, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Selecting Cases for Whom Additional Tests Can Improve Prognostication

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2012, AMIA.

Evaluation of a large-scale biomedical data annotation initiative

Lucila Ohno-Machado, Ronilda C. Lacson, Erik Pitzer, 2009, BMC Bioinformatics.

Ultra-Fast Homomorphic Encryption Models enable Secure Outsourcing of Genotype Imputation

Jung Hee Cheon, Lucila Ohno-Machado, Nicolas Gama, 2020, bioRxiv.

Count Everything: Secure Count Query Framework Across Big Data Centers

Xiaoqian Jiang, Lucila Ohno-Machado, David Haussler, 2017, CRI.

Butler enables rapid cloud-based analysis of thousands of human genomes

Robert L. Grossman, Oliver Hofmann, Roland Eils, 2020, Nature Biotechnology.

Development and evaluation of models to predict death and myocardial infarction following coronary angioplasty and stenting

Lucila Ohno-Machado, Frederic S. Resnic, Jeffrey J. Popma, 2000, AMIA.

A Natural Language Processing System for Biomedical Dataset Retrieval

Lucila Ohno-Machado, Jingqi Wang, Hua Xu, 2017, AMIA.

Sharing genetic admixture and diversity of public biomedical datasets

Lucila Ohno-Machado, Olivier Harismendy, Jihoon Kim, 2017, bioRxiv.

Building manageable rough set classifiers

Lucila Ohno-Machado, Aleksander Øhrn, Todd Rowland, 1998, AMIA.

Finding appropriate clinical trials: evaluating encoded eligibility criteria with incomplete data

Omolola Ogunyemi, Lucila Ohno-Machado, Nachman Ash, 2001, AMIA.

Enhancing Arden Syntax for Clinical Trial Eligibility Criteria

Aziz A. Boxwala, Robert A. Greenes, Lucila Ohno-Machado, 1999, AMIA.

Decision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil

Lucila Ohno-Machado, Eduardo Massad, Ronilda C. Lacson, 2000, AMIA.

ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks pdf

Lucila Ohno-Machado, Tsung-Ting Kuo, L. Ohno-Machado, 2018, ArXiv.

A community assessment of privacy preserving techniques for human genomes

Xiaoqian Jiang, Lucila Ohno-Machado, Shuang Wang, 2014, BMC Medical Informatics and Decision Making.

A Robust Feature Selection Method for Novel Pre-microRNA Identification Using a Combination of Nucleotide-Structure Triplets

Jihoon Kim, Lucila Ohno-Machado, Petra Stepanowsky, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

The Data Tags Suite (DATS) model for discovering data access and use requirements

Lucila Ohno-Machado, George Alter, Philippe Rocca-Serra, 2020, GigaScience.

Wireless patient monitoring in a clinical setting

Lucila Ohno-Machado, John V. Guttag, Dorothy Curtis, 2011 .

Combining Classifiers Using Their Receiver Operating Characteristics and Maximum Likelihood Estimation

Lucila Ohno-Machado, William M. Wells, Simon K. Warfield, 2005, MICCAI.

Differential-Private Data Publishing Through Component Analysis

Xiaoqian Jiang, Lucila Ohno-Machado, Zhanglong Ji, 2013, Trans. Data Priv..

Training Health Informatics Professionals in Brazil: Rationale for the Development of a New Certificate Program

Lucila Ohno-Machado, Heimar F. Marin, Eduardo P. Marques, 2005, AMIA.

Predicting accurate probabilities with a ranking loss

Xiaoqian Jiang, Lucila Ohno-Machado, Charles Elkan, 2012, ICML.

HealthAware: A Consumer Health Information Destination Which Links to a Health Care Delivery Network

Aziz A. Boxwala, Lucila Ohno-Machado, Sandra Kogan, 1999, AMIA.

User needs analysis and usability assessment of DataMed – a biomedical data discovery index

Lucila Ohno-Machado, Hua Xu, Todd R. Johnson, 2017, J. Am. Medical Informatics Assoc..

A Multi-Institutional Honest Broker in the Cloud

Lucila Ohno-Machado, Claudiu Farcas, Antonios Koures, 2016, AMIA.

Categorizing Clinical Data to Make it Easier for Patients to Indicate Their Data Sharing Preferences

Diana Guijarro, Lucila Ohno-Machado, Jina Huh, 2016, AMIA.

Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality

Lucila Ohno-Machado, Michael E. Matheny, Nipun Arora, 2007, J. Biomed. Informatics.

Generation of knowledge for clinical decision support: Statistical and machine learning techniques

Lucila Ohno-Machado, Michael E. Matheny, L. Ohno-Machado, 2014 .

Sharing Facebook Data For Research: Are College Students Willing to Donate their Data?

Lucila Ohno-Machado, James Fowler, Karen Calfas, 2012, AMIA.

AnyExpress: Integrated toolkit for analysis of cross-platform gene expression data using a fast interval matching algorithm

Jihoon Kim, Lucila Ohno-Machado, Winston Patrick Kuo, 2011, BMC Bioinformatics.

Data-driven informatics tools targeting patients and providers

Lucila Ohno-Machado, 2016, J. Am. Medical Informatics Assoc..

Unsupervised Learning from Complex Data: The Matrix Incision Tree Algorithm

Lucila Ohno-Machado, Isaac S. Kohane, Ju-Han Kim, 2001, Pacific Symposium on Biocomputing.

miRIAD—integrating microRNA inter- and intragenic data

Lucila Ohno-Machado, Pedro A. F. Galante, Christian Hinske, 2014, Database J. Biol. Databases Curation.

Using the hierarchical structure of the Medical Subject Headings (MeSH) for automatic MeSH term assignment

Wei Wei, Lucila Ohno-Machado, Zhanglong Ji, 2016, AMIA.

Research Paper: The GuideLine Interchange Format: A Model for Representing Guidelines

Robert A. Greenes, Lucila Ohno-Machado, Edward H. Shortliffe, 1998, J. Am. Medical Informatics Assoc..

Health surveillance using the internet and other sources of information

Lucila Ohno-Machado, 2013, J. Am. Medical Informatics Assoc..

Patient privacy and "de-identified" health records in the genomic era

Lucila Ohno-Machado, Bradley Malin, Jessica D. Tenenbaum, 2015, AMIA.

Privacy Preserving RBF Kernel Support Vector Machine

Xiaoqian Jiang, Lucila Ohno-Machado, Li Xiong, 2014, BioMed research international.

Gene expression levels in different stages of progression in oral squamous cell carcinoma

Lucila Ohno-Machado, Peter J. Park, Tor-Kristian Jenssen, 2002, AMIA.

Genome Sequence Compression with Distributed Source Coding

Xiaoqian Jiang, Lucila Ohno-Machado, Hongkai Xiong, 2013, 2013 Data Compression Conference.

iCONCUR: informed consent for clinical data and bio-sample use for research

Xiaoqian Jiang, Lucila Ohno-Machado, Hyeon-Eui Kim, 2016, AMIA.

Real-Time ECG Algorithms for Ambulatory Patient Monitoring

Lucila Ohno-Machado, Eduardo P. Wiechmann, Esteban J. Pino, 2005, AMIA.

Predictive Analytics in Healthcare (HPA): Considerations and Challenges

Suchi Saria, Lucila Ohno-Machado, Paul C. Tang, 2014, AMIA.

Self-Organizing Maps for Visualization of Medical Data Sets

Lucila Ohno-Machado, Stephan Dreiseitl, L. Ohno-Machado, 1999, American Medical Informatics Association Annual Symposium.

Development of radiology prediction models using feature analysis.

Lucila Ohno-Machado, John A Carrino, L. Ohno-Machado, 2005, Academic radiology.

WebDISCO: a web service for distributed cox model learning without patient-level data sharing

Xiaoqian Jiang, Lucila Ohno-Machado, Zhanglong Ji, 2015, J. Am. Medical Informatics Assoc..

Using patient-reportable clinical history factors to predict myocardial infarction

Lucila Ohno-Machado, Samuel J. Wang, R. Lee Kennedy, 2001, Comput. Biol. Medicine.

Differentially private distributed logistic regression using private and public data

Xiaoqian Jiang, Lucila Ohno-Machado, Zhanglong Ji, 2014, BMC Medical Genomics.

MiRIAD update: using alternative polyadenylation, protein interaction network analysis and additional species to enhance exploration of the role of intragenic miRNAs and their host genes

Lucila Ohno-Machado, Pedro A. F. Galante, Christian Hinske, 2017, Database J. Biol. Databases Curation.

Clinical machine learning

Lucila Ohno-Machado, 2005, J. Biomed. Informatics.

Building an Ontology of Phenotypes for Existing GWAS Studies

Lucila Ohno-Machado, Hyeon-Eui Kim, Neda Alipanah, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Natural language processing: algorithms and tools to extract computable information from EHRs and from the biomedical literature

Lucila Ohno-Machado, Prakash M. Nadkarni, Kevin B. Johnson, 2013, J. Am. Medical Informatics Assoc..

Improving predictions in imbalanced data using Pairwise Expanded Logistic Regression.

Xiaoqian Jiang, Lucila Ohno-Machado, Robert El-Kareh, 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

MAGI: a Node.js web service for fast microRNA-Seq analysis in a GPU infrastructure

Jihoon Kim, Lucila Ohno-Machado, Claudiu Farcas, 2014, Bioinform..

The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool pdf

Jihoon Kim, Lucila Ohno-Machado, Jina Huh, 2018, ArXiv.

Institutional Privacy-preserving Distributed binary Logistic Regression (IPDLR)

Xiaoqian Jiang, Lucila Ohno-Machado, Yuan Wu, 2012, AMIA.

Approximation properties of haplotype tagging

Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, 2006, BMC Bioinformatics.

Research Paper: Monitoring Device Safety in Interventional Cardiology

Lucila Ohno-Machado, Michael E Matheny, Frederic S Resnic, 2006, J. Am. Medical Informatics Assoc..

VERTIcal Grid lOgistic regression (VERTIGO)

Xiaoqian Jiang, Lucila Ohno-Machado, Yong Li, 2016, J. Am. Medical Informatics Assoc..

Special Focus on Biomedical Data Science

Lucila Ohno-Machado, L. Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

Disseminating informatics knowledge and training the next generation of leaders

Lucila Ohno-Machado, L. Ohno-Machado, 2014, J. Am. Medical Informatics Assoc..

MALTASE: a Mobile AppLication To improve patients' Access to their data Sharing preferencE

Diana Guijarro, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, AMIA.

Improving machine learning performance by removing redundant cases in medical data sets

Lucila Ohno-Machado, Hamish S. F. Fraser, Aleksander Øhrn, 1998, AMIA.

Biomedical informatics and data science: evolving fields with significant overlap

Lucila Ohno-Machado, Michael F. Chiang, Patricia Flatley Brennan, 2018, J. Am. Medical Informatics Assoc..

I-spline Smoothing for Calibrating Predictive Models

Xiaoqian Jiang, Lucila Ohno-Machado, Yuan Wu, 2012, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

A Scalable Dataset Indexing Infrastructure for the bioCADDIE Data Discovery System

Lucila Ohno-Machado, Ibrahim Burak Özyurt, Ergin Soysal, 2016, AMIA.

Privacy-preserving heterogeneous health data sharing

Benjamin C. M. Fung, Xiaoqian Jiang, Lucila Ohno-Machado, 2013, J. Am. Medical Informatics Assoc..

Education of informatics professionals and development of electronic information resources for clinicians, patients, health scientists, and study participants

Lucila Ohno-Machado, 2017, J. Am. Medical Informatics Assoc..

Preserving Institutional Privacy in Distributed binary Logistic Regression.

Xiaoqian Jiang, Lucila Ohno-Machado, Yuan Wu, 2012, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Information retrieval for biomedical datasets: the 2016 bioCADDIE dataset retrieval challenge

Lucila Ohno-Machado, Hua Xu, Trevor Cohen, 2017, Database J. Biol. Databases Curation.

The use of receiver operating characteristic curves in biomedical informatics

Lucila Ohno-Machado, Thomas A. Lasko, Jui G. Bhagwat, 2005, J. Biomed. Informatics.

Preoperative Information Management System using Wireless PDAs

Lucila Ohno-Machado, Tomohiro Sawa, Masaharu Okahara, 2003, AMIA.

A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions

Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, 2001, J. Biomed. Informatics.

Development of DataMed, a Data Discovery Index Prototype by bioCADDIE: Laying the Groundwork for Biomedical Data Discovery

Cui Tao, Lucila Ohno-Machado, Ibrahim Burak Özyurt, 2016, AMIA.

Using informatics to engage patients and healthcare providers

Lucila Ohno-Machado, 2016, J. Am. Medical Informatics Assoc..

Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): An Algorithm for Joint Optimization of Discrimination and Calibration

Xiaoqian Jiang, Lucila Ohno-Machado, Aditya Menon, 2012, PloS one.

Visualization and evaluation of clusters for exploratory analysis of gene expression data

Lucila Ohno-Machado, Isaac S. Kohane, Ju-Han Kim, 2002, J. Biomed. Informatics.

Reviewing social media use by clinicians

Lucila Ohno-Machado, Marcio von Muhlen, L. Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage

Xiaoqian Jiang, Lucila Ohno-Machado, Jaideep Vaidya, 2018, IEEE Internet Computing.

SMART--an integrated wireless system for monitoring unattended patients.

Robert A. Greenes, Lucila Ohno-Machado, Esteban J. Pino, 2008, Journal of the American Medical Informatics Association : JAMIA.

Informatics that works for you

Lucila Ohno-Machado, 2013, J. Am. Medical Informatics Assoc..

Informatics research to enable clinically relevant, personalized genomic medicine

Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Data science and artificial intelligence to improve clinical practice and research

Lucila Ohno-Machado, L. Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

A genetic algorithm approach to multi-disorder diagnosis

Lucila Ohno-Machado, Staal A. Vinterbo, L. Ohno-Machado, 2000, Artif. Intell. Medicine.

Developing a framework for digital objects in the Big Data to Knowledge (BD2K) commons: Report from the Commons Framework Pilots workshop

Ruben Verborgh, Michel Dumontier, Lucila Ohno-Machado, 2017, J. Biomed. Informatics.

Risk stratification in heart failure using artificial neural networks

Lucila Ohno-Machado, Stephan Dreiseitl, Felipe Atienza, 2000, AMIA.

A primer on gene expression and microarrays for machine learning researchers

Lucila Ohno-Machado, Eun-Young Kim, Staal A. Vinterbo, 2004, J. Biomed. Informatics.

Project A-G-T-C: Adding Genetic Test data in Clinical data warehouse

Jihoon Kim, Lucila Ohno-Machado, Hyeon-Eui Kim, 2017, AMIA.

A hybrid open-access model to bridge the publishing divide and reach out to a broader community

Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Sharing data for the public good and protecting individual privacy: informatics solutions to combine different goals

Lucila Ohno-Machado, 2013, J. Am. Medical Informatics Assoc..

International Training in Health Informatics: A Brazilian Experience

Lucila Ohno-Machado, Eduardo Massad, Heimar F. Marin, 2004, MedInfo.

Detecting inappropriate access to electronic health records using collaborative filtering

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2014, Machine Learning.

Data representation and algorithms for biomedical informatics applications

Lucila Ohno-Machado, Griffin M. Weber, L. Ohno-Machado, 2005 .

The Goodman-Kruskal coefficient and its applications in genetic diagnosis of cancer

Szymon Jaroszewicz, Lucila Ohno-Machado, Dan A. Simovici, 2004, IEEE Transactions on Biomedical Engineering.

A genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction

Lucila Ohno-Machado, Staal A. Vinterbo, L. Ohno-Machado, 1999, AMIA.

Careers in informatics: a diversity of options with an abundance of jobs

Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Data governance requirements for distributed clinical research networks: triangulating perspectives of diverse stakeholders

Lucila Ohno-Machado, Katherine K. Kim, Holly C. Logan, 2014, J. Am. Medical Informatics Assoc..

Demonstration of SMART (Scalable Medical Alert Response Technology)

Robert A. Greenes, Lucila Ohno-Machado, Esteban J. Pino, 2005, AMIA.

Grid multi-category response logistic models

Xiaoqian Jiang, Lucila Ohno-Machado, Wenchao Jiang, 2015, BMC Medical Informatics and Decision Making.

The role of scientific publication in times of change

Lucila Ohno-Machado, 2014, J. Am. Medical Informatics Assoc..

Recent trends in biomedical informatics: a study based on JAMIA articles

Son Doan, Lucila Ohno-Machado, Shuang Wang, 2013, Journal of the American Medical Informatics Association : JAMIA.

A primer on the current state of microarray technologies.

Fang Liu, Lucila Ohno-Machado, Eivind Hovig, 2012, Methods in molecular biology.

WebGLORE: a Web service for Grid LOgistic REgression

Xiaoqian Jiang, Lucila Ohno-Machado, Wenchao Jiang, 2013, Bioinform..

An Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression

Xiaoqian Jiang, Lucila Ohno-Machado, Hongkai Xiong, 2013, 2013 Data Compression Conference.

SecUre Privacy-presERving Medical Image CompRessiOn (SUPERMICRO)

Xiaoqian Jiang, Lucila Ohno-Machado, Lijuan Cui, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

JAMIA is going green

Lucila Ohno-Machado, 2017, J. Am. Medical Informatics Assoc..

Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis

Lucila Ohno-Machado, Staal A. Vinterbo, Tor-Kristian Jenssen, 2002, AMIA.

Providing context-sensitive decision-support based on WHO guidelines

Aziz A. Boxwala, Lucila Ohno-Machado, Heta N. Ray, 2002, AMIA.

A diversified informatics portfolio covering health sciences and healthcare

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

Classification of Movement States in Parkinson's Disease Using a Wearable Ambulatory Monitor

Lucila Ohno-Machado, Joshua Weaver, David A. Klapper, 2003, AMIA.

An Online Delphi Consensus Panel for Prioritizing Person-Centered Outcomes Research Topics

Lucila Ohno-Machado, Kate Marie, Daniella Meeker, 2016, AMIA.

Electronic health records and health information exchange

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method

Lucila Ohno-Machado, Ron Kikinis, Ion-Florin Talos, 2005, J. Biomed. Informatics.

Training in health informatics in Brazil.

Lucila Ohno-Machado, Eduardo Massad, Hamish Fraser, 2002, Studies in health technology and informatics.

Discovering Data Access and Use Requirements Using the Data Tags Suite (DATS) Model1

Lucila Ohno-Machado, Philippe Rocca-Serra, Alejandra Gonzalez-Beltran, 2019, bioRxiv.

A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research

Aziz A. Boxwala, Xiaoqian Jiang, Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

Engaging heart failure patients from a clinical data research network: A survey on willingness to participate in different types of research

Lucila Ohno-Machado, Daniella Meeker, Katherine K. Kim, 2019, AMIA.

Natural Language Processing in Biomedicine: A Unified System Architecture Overview

Son Doan, Mike Conway, Lucila Ohno-Machado, 2014, Methods in molecular biology.

Informatics systems for health care providers, patients, and families

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

Data and the clinical decision support loop

Lucila Ohno-Machado, 2016, J. Am. Medical Informatics Assoc..

Consumer Views of Electronic Health and Genetic Data Sharing: Findings of a National Survey

Lucila Ohno-Machado, Katherine K. Kim, 2017, AMIA.

Developing an Electronic Health Record-Based Cohort of Patients with Inflammatory Bowel Diseases for Observational Patient-Centered Outcomes Research

Lucila Ohno-Machado, Chun-Nan Hsu, Siddharth Singh, 2016, American Medical Informatics Association Annual Symposium.

Informatics is about algorithms, systems, people, and social networks

Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Physiological signal monitoring in the waiting areas of an emergency room

Robert A. Greenes, Lucila Ohno-Machado, John V. Guttag, 2008, BODYNETS.

Open source handheld-based EMR for paramedics working in rural areas

Alex Pentland, Lucila Ohno-Machado, Tarjei S. Mikkelsen, 2002, AMIA.

Exploration of a Bayesian Updating Tool to Provide Real-Time Safety Monitoring for New Medical Devices

Lucila Ohno-Machado, Michael E. Matheny, Frederic S. Resnic, 2005, AMIA.

Structuring text and standardizing data for clinical and population health applications

Lucila Ohno-Machado, 2014, J. Am. Medical Informatics Assoc..

Special online issue focusing on patients and caregivers

Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

A systematic literature review of Native American and Pacific Islanders’ perspectives on health data privacy in the United States

Lucila Ohno-Machado, Riley Taitingfong, Cinnamon S Bloss, 2020, J. Am. Medical Informatics Assoc..

Using Boolean reasoning to anonymize databases

Lucila Ohno-Machado, Aleksander Øhrn, L. Ohno-Machado, 1999, Artif. Intell. Medicine.

Realizing the full potential of electronic health records: the role of natural language processing

Lucila Ohno-Machado, L. Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE)

Xiaoqian Jiang, Lucila Ohno-Machado, Yuzhe Tang, 2016, BMC Medical Informatics and Decision Making.

A message to the next generation of biomedical informatics professionals

Lucila Ohno-Machado, 2016, J. Am. Medical Informatics Assoc..

Lucila Ohno-Machado, Chun-Nan Hsu, Dina Demner-Fushman, 2016, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Informatics for all: from provider- to patient-based applications that can include family and friends

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

International Training in Medical Informatics: The Second Year of the Brazil/USA Project

Lucila Ohno-Machado, Heimar F. Marin, Griffin M. Weber, 2001, AMIA.

Research on machine learning issues in biomedical informatics modeling

Lucila Ohno-Machado, L. Ohno-Machado, 2004, J. Biomed. Informatics.

Sharing My Health Data: A Survey of Data Sharing Preferences of Healthy Individuals

Lucila Ohno-Machado, María Adela Grando, Elizabeth A. Bell, 2014, AMIA.

A virtual repository approach to clinical and utilization studies: application in mammography as alternative to a national database

Aziz A. Boxwala, Lucila Ohno-Machado, John P. Ehresman, 1997, AMIA.

EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning

Lucila Ohno-Machado, Rodney A Gabriel, Tsung-Ting Kuo, 2020, J. Am. Medical Informatics Assoc..

A new JAMIA

Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Protecting patient privacy by quantifiable control of disclosures in disseminated databases

Lucila Ohno-Machado, Staal A. Vinterbo, Paulo Sérgio Panse Silveira, 2004, Int. J. Medical Informatics.

Trends in Publication of Nursing Informatics Research

Xiaoqian Jiang, Lucila Ohno-Machado, Hyeon-Eui Kim, 2014, AMIA.

Diagnostic accuracy of chest X-rays acquired using a digital camera for low-cost teleradiology

Lucila Ohno-Machado, Francine L. Jacobson, Hamish S. F. Fraser, 2004, Int. J. Medical Informatics.

Small, fuzzy and interpretable gene expression based classifiers

Lucila Ohno-Machado, Eun-Young Kim, Staal A. Vinterbo, 2005, Bioinform..

VERTICOX: Vertically Distributed Cox Proportional Hazards Model

Xiaoqian Jiang, Lucila Ohno-Machado, Luca Bonomi, 2019, AMIA.

PRINCESS: Privacy‐protecting Rare disease International Network Collaboration via Encryption through Software guard extensionS

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, Bioinform..

Evaluation of informatics systems: beyond RCTs and beyond the hospital

Lucila Ohno-Machado, Harold P. Lehmann, 2011, J. Am. Medical Informatics Assoc..

Nucleotide sequence alignment using sparse coding and belief propagation

Xiaoqian Jiang, Lucila Ohno-Machado, Samuel Cheng, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Rare Adverse Event Monitoring of Medical Devices with the Use of an Automated Surveillance Tool

Lucila Ohno-Machado, Michael E. Matheny, Nipun Arora, 2007, AMIA.

Analysis of matched mRNA measurements from two different microarray technologies

Lucila Ohno-Machado, Atul J. Butte, Tor-Kristian Jenssen, 2002, Bioinform..

Clinical research informatics: a growing subspecialization of biomedical informatics

Lucila Ohno-Machado, 2018, J. Am. Medical Informatics Assoc..

Automatic correspondence of tags and genes (ACTG): a tool for the analysis of SAGE, MPSS and SBS data

Lucila Ohno-Machado, Winston Patrick Kuo, Pedro A. F. Galante, 2007, Bioinform..

Clinical Data Processing Tools: A Machine Learning Resource

Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, 1999, AMIA.

FACTS (Find the Appropriate Clinical Trials) for You: A Computer-Based Decision Support System for Breast Cancer Patients

Lucila Ohno-Machado, L. Ohno-Machado, 2001 .

Abstractions for genomics

George Varghese, Alin Deutsch, Lucila Ohno-Machado, 2013, CACM.

A framework and tools for authoring, editing, documenting, sharing, searching, navigating, and executing computer-based clinical guidelines

Aziz A. Boxwala, Lucila Ohno-Machado, Robert A. Greenes, 1999, AMIA.

Biomedical informatics: how we got here and where we are headed

Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Using ambient intelligence for physiological monitoring

Lucila Ohno-Machado, Esteban J. Pino, Staal A. Vinterbo, 2009, J. Ambient Intell. Smart Environ..

Honoring Patient's Data Sharing Preferences: Implementation Challenges

Diana Guijarro, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, AMIA.

Privacy-protecting, reliable response data discovery using COVID-19 patient observations

Xiaoqian Jiang, Lucila Ohno-Machado, Douglas S. Bell, 2021, Journal of the American Medical Informatics Association : JAMIA.

Calibrating predictive model estimates in a distributed network of patient data

Xiaoqian Jiang, Lucila Ohno-Machado, Yingxiang Huang, 2021, J. Biomed. Informatics.

Predictive Analytics for Glaucoma using Data from the All of Us Research Program.

Lucila Ohno-Machado, Eric Boerwinkle, Tsung-Ting Kuo, 2021, American journal of ophthalmology.

Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track

Lucila Ohno-Machado, Tsung-Ting Kuo, Yang Cao, 2021, Int. J. Medical Informatics.

Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges

Suchi Saria, Lucila Ohno-Machado, Sudha Ram, 2016, EGEMS.

Comparison of four prediction models to discriminate benign from malignant vertebral compression fractures according to MRI feature analysis.

Lucila Ohno-Machado, John A Carrino, Adam E Flanders, 2013, AJR. American journal of roentgenology.

A certificate program in health informatics: Brazil/USA experience.

Lucila Ohno-Machado, Eduardo Massad, Eduardo P Marques, 2006, Studies in health technology and informatics.

Generation of Knowledge for Clinical Decision Support

Lucila Ohno-Machado, Michael E. Matheny, L. Ohno-Machado, 2007 .

Differential Expression of miR-145 in Children with Kawasaki Disease

Lucila Ohno-Machado, Adriana Tremoulet, Petra Stepanowsky, 2013, PloS one.

Risk-adjusted sequential probability ratio test control chart methods for monitoring operator and institutional mortality rates in interventional cardiology.

Lucila Ohno-Machado, Michael E Matheny, Frederic S Resnic, 2008, American heart journal.

Validation of an Automated Safety Surveillance System with Prospective, Randomized Trial Data

Lucila Ohno-Machado, Michael E. Matheny, Frederic S. Resnic, 2009, Medical decision making : an international journal of the Society for Medical Decision Making.

A Predictive Model for Extended Postanesthesia Care Unit Length of Stay in Outpatient Surgeries

Lucila Ohno-Machado, Rodney A Gabriel, Ruth S. Waterman, 2017, Anesthesia and analgesia.

Snail2 is an essential mediator of Twist1-induced epithelial mesenchymal transition and metastasis.

Lucila Ohno-Machado, Andrés Bendesky, Jing Yang, 2011, Cancer research.

Distinct patterns of somatic alterations in a lymphoblastoid and a tumor genome derived from the same individual

Lucila Ohno-Machado, Bing Ren, Daniel G. Pinheiro, 2011, Nucleic acids research.

COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes

Xiaoqian Jiang, Lucila Ohno-Machado, Serguei V. S. Pakhomov, 2020, J. Am. Medical Informatics Assoc..

Development of a Privacy and Security Policy Framework for a Multistate Comparative Effectiveness Research Network

Lucila Ohno-Machado, Katherine K. Kim, Laura Mamo, 2013, Medical care.

A risk prediction score for acute kidney injury in the intensive care unit

Lucila Ohno-Machado, Guangxi Li, Kianoush B. Kashani, 2017, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

Deciphering gene expression profiles generated from DNA microarrays and their applications in oral medicine.

Lucila Ohno-Machado, Gustavo S. Santos, Tor-Kristian Jenssen, 2004, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

Prediction of mortality in an Indian intensive care unit

Lucila Ohno-Machado, Isaac Kohane, Ashish Nimgaonkar, 2004, Intensive Care Medicine.

Building an ontology for pressure ulcer risk assessment to allow data sharing and comparisons across hospitals.

Lucila Ohno-Machado, Jeeyae Choi, Hyeoneui Kim, 2010, AMIA ... Annual Symposium proceedings. AMIA Symposium.

METHODOLOGICAL REVIEW Modeling Medical Prognosis: Survival Analysis Techniques

Lucila Ohno-Machado, L. Ohno-Machado, 2002 .

Supratentorial low-grade glioma resectability: statistical predictive analysis based on anatomic MR features and tumor characteristics.

Lucila Ohno-Machado, Ron Kikinis, Ion-Florin Talos, 2006, Radiology.

Hierarchical Neural Networks for Partial Diagnosis in Medicine

Lucila Ohno-Machado, Mark A. Musen, 1994 .

Electronic health records: monitoring the return on large investments.

Lucila Ohno-Machado, 2013, Journal of the American Medical Informatics Association : JAMIA.

Xiaoqian Jiang, Lucila Ohno-Machado, Wenrui Dai, 2018, Annual review of biomedical data science.

GAMUT: GPU accelerated microRNA analysis to uncover target genes through CUDA-miRanda

Xiaoqian Jiang, Lucila Ohno-Machado, Shuang Wang, 2014, BMC Medical Genomics.

Adding the Human Element: Experience with a Wireless Patient Monitoring System

Lucila Ohno-Machado, Esteban J. Pino, Dorothy Curtis, 2010 .

Peripheral arterial occlusive disease: Global gene expression analyses suggest a major role for immune and inflammatory responses

Lucila Ohno-Machado, Keith Crawford, Jason G. Jin, 2008, BMC Genomics.

Electronic health record systems: risks and benefits.

Lucila Ohno-Machado, 2014, Journal of the American Medical Informatics Association : JAMIA.

Enhancing diversity to reduce health information disparities and build an evidence base for genomic medicine.

Lucila Ohno-Machado, Vence L Bonham, Lucia A Hindorff, 2018, Personalized medicine.

SMART: Mobile Patient Monitoring in an

Lucila Ohno-Machado, Esteban J. Pino, Lucila Ohno-Machado, 2009 .