K. Wagholikar

发表

Formative evaluation of the accuracy of a clinical decision support system for cervical cancer screening

Kathy L. MacLaughlin, T. M. Kastner, Petra M. Casey, 2013, Journal of the American Medical Informatics Association : JAMIA.

Phenotyping to Facilitate Accrual for a Cardiovascular Intervention

Akshay S. Desai, A. Desai, S. Murphy, 2019, Journal of clinical medicine research.

Feasibility of pooling annotated corpora for clinical concept extraction

Siddhartha R. Jonnalagadda, Manabu Torii, Hongfang Liu, 2012, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Automating Installation of the Integrating Biology and the Bedside (i2b2) Platform

D. Bell, M. Mendis, S. Murphy, 2018, Biomedical informatics insights.

Cloud Services for Patient Cohort Identification Using the Informatics for Integrating Biology and the Bedside Platform

S. Murphy, K. Wagholikar, Shreekanth V Joshi, 2020, BioMed research international.

Read only SMART on FHIR Façade for I2b2

Kavishwar B. Wagholikar, Christopher G. Chute, Kenneth D. Mandl, 2016, CRI.

Analysis of Cross-Institutional Medication Information Annotations in Clinical Notes

Scott R. Halgrim, Sean P. Murphy, Siddhartha R. Jonnalagadda, 2013 .

Sum-Based Meta-Analytical Enrichment of Gene Expression Data to Identify Pathway Signatures of Cancers

K. Wagholikar, C. Kumar-Sinha, P. Venkatraman, 2010 .

Natural Language Processing Working Group Pre-Symposium: Graduate Student Consortium and 'Hackathon'

Hongfang Liu, Kavishwar B. Wagholikar, Hua Xu, 2016, AMIA.

Validation of a Derived International Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data

Jason W. Moore, Brett K. Beaulieu-Jones, Jeffrey G. Klann, 2020, medRxiv.

Improving the Accuracy of a Clinical Decision Support System for Cervical Cancer Screening and Surveillance

K. E. Ravikumar, Kathy L. MacLaughlin, Maya E. Kessler, 2018, Applied Clinical Informatics.

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2022, npj Digital Medicine.

Asthma Status Identification with Natural Language Processing

Siddhartha Jonnalagadda, Hongfang Liu, K. E. Ravikumar, 2012, American Medical Informatics Association Annual Symposium.

Cajun Codefest 4.0 on SMART-on-FHIR apps for Diabetes

Rahul Jain, Kavishwar B. Wagholikar, Kenneth D. Mandl, 2016, AMIA.

Evaluation of SMART-on-FHIR I2b2 cell using PCORNET data model

Rahul Jain, Kavishwar B. Wagholikar, Prasad Patil, 2016, AMIA.

Research and applications: Formative evaluation of the accuracy of a clinical decision support system for cervical cancer screening

Hongfang Liu, Kavishwar B. Wagholikar, Kathy L. MacLaughlin, 2013, J. Am. Medical Informatics Assoc..

NLP enhances Quality Care Measures in Heart Failure

Hongfang Liu, K. E. Ravikumar, Kavishwar B. Wagholikar, 2014, American Medical Informatics Association Annual Symposium.

Decision Support can Improve Time Efficiency of Healthcare Providers for Deciding Preventive Care Recommendations

Hongfang Liu, Kavishwar B. Wagholikar, Rajeev Chaudhry, 2013, American Medical Informatics Association Annual Symposium.

Evaluation of the accuracy of CDS for cervical cancer screening and surveillance

Hongfang Liu, K. E. Ravikumar, Kavishwar B. Wagholikar, 2015, American Medical Informatics Association Annual Symposium.

Clinical Decision Support with Natural Language Processing for Cervical Cancer Screening

Hongfang Liu, Robert A. Greenes, Kavishwar B. Wagholikar, 2012, American Medical Informatics Association Annual Symposium.

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients

Florence T. Bourgeois, Jeffrey G. Klann, Harrison G. Zhang, 2022, npj Digital Medicine.

Granular Quality Reporting for Cervical Cytology Testing

Kathy L. MacLaughlin, C. Chute, Hongfang Liu, 2015, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes

Jeffrey G. Klann, T. McCoy, K. Wagholikar, 2022, J. Am. Medical Informatics Assoc..

Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2

Brett K. Beaulieu-Jones, Florence T. Bourgeois, Robert W. Follett, 2022, BMJ Open.

Applying unsupervised learning to characterize rare observations in clinical data: the DQe-p tool

Kavishwar B. Wagholikar, Jeffrey G. Klann, Shawn N. Murphy, 2017, AMIA.

Remote Optimization of Guideline-Directed Medical Therapy in Patients With Heart Failure With Reduced Ejection Fraction.

Akshay S. Desai, A. Desai, K. Wagholikar, 2020, JAMA cardiology.

Digital Care Transformation: Interim Report From the First 5000 Patients Enrolled in a Remote Algorithm-Based Cardiovascular Risk Management Program to Improve Lipid and Hypertension Control.

C. Cannon, K. Wagholikar, W. Gordon, 2020, Circulation.

Natural Language Processing to Improve Prediction of Incident Atrial Fibrillation Using Electronic Health Records

S. Murphy, K. Liao, S. Atlas, 2022, Journal of the American Heart Association.

Patient Stratification Process for enabling Clinical Interventions

Kavishwar B. Wagholikar, Samuel J. Aronson, Shawn N. Murphy, 2019, AMIA.

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: a 4CE Consortium Study (Preprint)

Jeffrey G. Klann, Robert W. Follett, Darren W. Henderson, 2021 .

Feasibility of Homomorphic Encryption for Sharing I2B2 Aggregate-Level Data in the Cloud

Jean-Pierre Hubaux, Jean Louis Raisaro, Jeffrey G Klann, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2021, Scientific Reports.

Evolving phenotypes of non-hospitalized patients that indicate long COVID

Jason W. Moore, Brett K. Beaulieu-Jones, Tiago K. Colicchio, 2021, BMC Medicine.

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study

Jeffrey G. Klann, Robert W. Follett, Darren W. Henderson, 2021, Journal of medical Internet research.

Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic

Jason W. Moore, Florence T. Bourgeois, Tiago K. Colicchio, 2022, JAMA network open.

High-throughput Phenotyping with Temporal Sequences

Kavishwar B. Wagholikar, Shawn N. Murphy, Alyssa P. Goodson, 2019, bioRxiv.

Rationale and design of a navigator‐driven remote optimization of guideline‐directed medical therapy in patients with heart failure with reduced ejection fraction

Akshay S. Desai, Samuel J Aronson, Calum A MacRae, 2019, Clinical cardiology.

Validation of an Internationally Derived Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data

Jeffrey G. Klann, Robert W. Follett, R. Bellazzi, 2021, J. Am. Medical Informatics Assoc..

Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study

Jeffrey G. Klann, G. Omenn, G. Weber, 2022, AMIA.

Text mining facilitates database curation - extraction of mutation-disease associations from Bio-medical literature

Hongfang Liu, K. E. Ravikumar, Dingcheng Li, 2015, BMC Bioinformatics.

Impact of Patient Reminders on Papanicolaou Test Completion for High-Risk Patients Identified by a Clinical Decision Support System

Kavishwar B. Wagholikar, Hongfang Liu, Rajeev Chaudhry, 2018, Journal of women's health.

Predicting COVID-19 mortality with electronic medical records

S. Murphy, K. Wagholikar, H. Estiri, 2021, npj Digital Medicine.

Results of a Remotely Delivered Hypertension and Lipid Program in More Than 10 000 Patients Across a Diverse Health Care Network.

K. Wagholikar, A. Landman, B. Scirica, 2022, JAMA cardiology.

An Information Extraction Framework for Cohort Identification Using Electronic Health Records

Christopher G Chute, Suzette J. Bielinski, Hongfang Liu, 2013, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Automated chart review for asthma cohort identification using natural language processing: an exploratory study.

K. E. Ravikumar, Sunghwan Sohn, Hongfang Liu, 2013, Annals of allergy, asthma & immunology : official publication of the American College of Allergy, Asthma, & Immunology.

Text mining facilitates database curation - extraction of mutation-disease associations from Bio-medical literature

Hongfang Liu, K. E. Ravikumar, Dingcheng Li, 2015, BMC Bioinformatics.

Challenges in adapting text mining for full text articles to assist pathway curation

Hongfang Liu, K. E. Ravikumar, Kavishwar B. Wagholikar, 2014, BCB.

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask (Preprint)

Jason W. Moore, Brett K. Beaulieu-Jones, Jeffrey G. Klann, 2020 .

Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National EHR Research Consortium Study

Jeffrey G. Klann, G. Omenn, G. Weber, 2022, medRxiv.

Workflow Automation for a Virtual Hypertension Management Program

K. Wagholikar, B. Scirica, Michael Oates, 2021, Applied Clinical Informatics.

Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study

Jason W. Moore, Brett K. Beaulieu-Jones, Florence T. Bourgeois, 2022, eClinicalMedicine.

Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations

Kavishwar B. Wagholikar, Shawn N. Murphy, Sebastien Vasey, 2020, Patterns.

Using machine learning for concept extraction on clinical documents from multiple data sources

Hongfang Liu, Manabu Torii, Kavishwar B. Wagholikar, 2011, J. Am. Medical Informatics Assoc..

Web services for data warehouses: OMOP and PCORnet on i2b2

Kavishwar B. Wagholikar, Jeffrey G. Klann, Shawn N. Murphy, 2018, J. Am. Medical Informatics Assoc..

Automated Recommendation for Cervical Cancer Screening and Surveillance

Christopher G Chute, Hongfang Liu, Rajeev Chaudhry, 2014, Cancer informatics.

Evaluation of the Effect of Decision Support on the Efficiency of Primary Care Providers in the Outpatient Practice

Robert A. Greenes, Kavishwar B. Wagholikar, Hongfang Liu, 2015, Journal of primary care & community health.

A Hybrid Approach to Sentiment Sentence Classification in Suicide Notes

Manabu Torii, Dingcheng Li, Sunghwan Sohn, 2012, Biomedical informatics insights.

Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification

Cui Tao, Siddhartha Jonnalagadda, Hongfang Liu, 2013, J. Am. Medical Informatics Assoc..

Fuzzy Naïve Bayesian Approach for Medical Decision Support

Ashok Deshpande, Kavishwar B. Wagholikar, Ashok Deshpande, 2013 .

Modeling Paradigms for Medical Diagnostic Decision Support: A Survey and Future Directions

Kavishwar B. Wagholikar, Ashok W. Deshpande, Vijayraghavan Sundararajan, 2012, Journal of Medical Systems.

Evaluation of Fuzzy Relation Method for Medical Decision Support

Kavishwar B. Wagholikar, Ashok W. Deshpande, Vijayraghavan Sundararajan, 2012, Journal of Medical Systems.

Fuzzy naive bayesian model for medical diagnostic decision support

Kavishwar B. Wagholikar, Sundararajan Vijayraghavan, Ashok W. Deshpande, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Fuzzy relation based modeling for medical diagnostic decision support: Case studies

Kavishwar B. Wagholikar, Ashok W. Deshpande, K. Wagholikar, 2008, Int. J. Knowl. Based Intell. Eng. Syst..

Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach

Kavishwar B. Wagholikar, Peter Szolovits, Alexa T. McCray, 2017, BMC Medical Informatics and Decision Making.

Extraction of Ejection Fraction from Echocardiography Notes for Constructing a Cohort of Patients having Heart Failure with reduced Ejection Fraction (HFrEF)

Kavishwar B. Wagholikar, Shawn N. Murphy, Christopher Herrick, 2018, Journal of Medical Systems.

Towards Pathway Curation Through Literature Mining - A Case Study Using PharmGKB

Hongfang Liu, K. E. Ravikumar, Kavishwar B. Wagholikar, 2013, Pacific Symposium on Biocomputing.

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask

Jeffrey G. Klann, Deanne M. Taylor, Andrew K Vallejos, 2021, Journal of medical Internet research.

A retrospective cohort analysis leveraging augmented intelligence to characterize long COVID in the electronic health record: A precision medicine framework

Jeffrey G. Klann, Darren W. Henderson, G. Omenn, 2023, PLOS digital health.

I2b2-etl: Python application for importing electronic health data into the informatics for integrating biology and the bedside platform

Jeffrey G. Klann, M. Mendis, K. Wagholikar, 2022, Bioinform..

Use of automatic SQL generation interface to enhance transparency and validity of health-data analysis

K. Wagholikar, B. Scirica, Layne Ainsworth, 2022, Informatics in medicine unlocked.

Analysis of Cross-Institutional Medication Description Patterns in Clinical Narratives

Sunghwan Sohn, Kavishwar B. Wagholikar, Christopher G. Chute, 2013, Biomedical informatics insights.

Text mining facilitates database curation - extraction of mutation-disease associations from Bio-medical literature

K. E. Ravikumar, Hongfang Liu, J. Kocher, 2015, BMC Bioinformatics.

Identifying protein complexes with fuzzy machine learning model

Hongfang Liu, Bo Xu, Hongfei Lin, 2013, Proteome Science.

Classifying protein complexes from candidate subgraphs using fuzzy machine learning model

Hongfang Liu, Kavishwar B. Wagholikar, Bo Xu, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops.

Towards a semantic lexicon for clinical natural language processing

Siddhartha Jonnalagadda, Hongfang Liu, Stephen T. Wu, 2012, AMIA.

Polar labeling: silver standard algorithm for training disease classifiers

Shawn N Murphy, Hossein Estiri, Kavishwar B Wagholikar, 2020, Bioinform..

An Objective Search for Unrecognized Bias in Validated COVID-19 Prediction Models

T. McCoy, K. Wagholikar, H. Estiri, 2021, medRxiv.

Clinical decision support with automated text processing for cervical cancer screening

Hongfang Liu, Robert A. Greenes, Kavishwar B. Wagholikar, 2012, J. Am. Medical Informatics Assoc..

An Information Extraction Framework for Cohort Identification Using Electronic Health Records

Sean P. Murphy, Siddhartha R. Jonnalagadda, C. Chute, 2013, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Pooling annotated corpora for clinical concept extraction

Siddhartha Jonnalagadda, Hongfang Liu, Manabu Torii, 2013, J. Biomed. Semant..

Systematic Analysis of Cross-Institutional Medication Description Patterns in Clinical Notes

Siddhartha Jonnalagadda, Hongfang Liu, Stephen T. Wu, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Clinical Decision Support for Colonoscopy Surveillance Using Natural Language Processing

Hongfang Liu, Robert A. Greenes, Stephen T. Wu, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Empirical Ontologies for Cohort Identification

Hongfang Liu, Stephen T. Wu, Sunghwan Sohn, 2011, TREC.

Evolving Research Data Sharing Networks to Clinical App Sharing Networks

Joshua C. Mandel, Jeffrey G. Klann, K. Mandl, 2017, CRI.

Innovations in the delivery of primary care services using a software solution: the Mayo Clinic’s Generic Disease Management System

Hongfang Liu, K. Wagholikar, N. LaRusso, 2012 .

Feasibility of Homomorphic Encryption for Sharing I2B2 Aggregate-Level Data in the Cloud

Jeffrey G. Klann, J. Hubaux, S. Murphy, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Coreference analysis in clinical notes: a multi-pass sieve with alternate anaphora resolution modules

Siddhartha Jonnalagadda, Hongfang Liu, Manabu Torii, 2012, J. Am. Medical Informatics Assoc..

igia: An Open-source Platform to Accelerate Innovation in Health Information Technology (Preprint)

K. Wagholikar, Layne Ainsworth, Michael Oates, 2021 .