Sunghwan Sohn

发表

Towards a semantic lexicon for clinical natural language processing

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

Research and applications: Patient-level temporal aggregation for text-based asthma status ascertainment

Hongfang Liu, Stephen T. Wu, Sunghwan Sohn, 2014, J. Am. Medical Informatics Assoc..

Medication Extraction and Normalization from Clinical Notes

Hongfang Liu, Sunghwan Sohn, Christopher G. Chute, 2013, American Medical Informatics Association Annual Symposium.

Applications of Natural Language Processing in Clinical Research and Practice

Sunghwan Sohn, Rui Zhang, Yanshan Wang, 2019, NAACL.

Bayesian Prediction of Asthma Exacerbation in Children

Hongfang Liu, Sunghwan Sohn, Euijung Ryu, 2017, AMIA.

Analysis of Clinical Variations in Asthma Care Documented in Electronic Health Records Between Staff and Resident Physicians

Hongfang Liu, Sunghwan Sohn, Young J. Juhn, 2018, MedInfo.

Identifying peripheral arterial disease cases using natural language processing of clinical notes

Hongfang Liu, Sunghwan Sohn, Iftikhar J. Kullo, 2016, 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Natural language processing of clinical notes for identification of critical limb ischemia

Hongfang Liu, Sunghwan Sohn, Iftikhar J. Kullo, 2017, Int. J. Medical Informatics.

Research Paper: Optimal Training Sets for Bayesian Prediction of MeSH® Assignment

Sunghwan Sohn, W. John Wilbur, Won Kim, 2008, J. Am. Medical Informatics Assoc..

Prediction of Colorectal Surgical Site Infections Using Risk Factors

Hongfang Liu, Sunghwan Sohn, James M. Naessens, 2015, AMIA.

ARETA: A Corpus for Asthma Related Event Temporal Association

Hongfang Liu, Sunghwan Sohn, Sijia Liu, 2018, AMIA.

Analysis of Medication and Indication Occurrences in Clinical Notes

Hongfang Liu, Sunghwan Sohn, Hongfang Liu, 2014, AMIA.

Modeling asynchronous event sequences with RNNs

Hongfang Liu, Stephen T. Wu, Sunghwan Sohn, 2018, J. Biomed. Informatics.

Cognitive Radio Software Testbed using Dual Optimization in Genetic Algorithm

Young Min Kim, Ning Han, Sunghwan Sohn, 2008, 2008 3rd International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CrownCom 2008).

OFDM Signal Sensing Method Based on Cyclostationary Detection

Ning Han, Sunghwan Sohn, Jae-Wan Kim, 2007, 2007 2nd International Conference on Cognitive Radio Oriented Wireless Networks and Communications.

Using Unstructured Data to Identify Readmitted Patients

Hongfang Liu, Sunghwan Sohn, Jenna K. Lovely, 2017, 2017 IEEE International Conference on Healthcare Informatics (ICHI).

Ascertaining Asthma Predictive Index through Natural Language Processing

Hongfang Liu, Sunghwan Sohn, Euijung Ryu, 2016, Summit on Clinical Research Informatics.

Temporal Pattern and Association Discovery of Diagnosis Codes Using Deep Learning

Hongfang Liu, Dingcheng Li, Sunghwan Sohn, 2015, 2015 International Conference on Healthcare Informatics.

Ensemble of Evolving Neural Networks in Classification

Sunghwan Sohn, Cihan H. Dagli, S. Sohn, 2004, Neural Processing Letters.

Research and applications: MedXN: an open source medication extraction and normalization tool for clinical text

Hongfang Liu, Sunghwan Sohn, Christopher G. Chute, 2014, J. Am. Medical Informatics Assoc..

Mayo Clinic Smoking Status Classification System: Extensions and Improvements

Sunghwan Sohn, Guergana K. Savova, G. Savova, 2009, AMIA.

Probabilistic Population-level Modeling of Disease Event Timelines

Hongfang Liu, Stephen T. Wu, Sunghwan Sohn, 2016, American Medical Informatics Association Annual Symposium.

Asthma Status Identification with Natural Language Processing

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

Analyzing Early Signals of Older Adult Cognitive Impairment in Electronic Health Records

Jennifer St Sauver, Sunghwan Sohn, Michelle M. Mielke, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Prediction of Organ Space Colorectal Surgical Site Infections Using Prognostic Bayesian Networks

Hongfang Liu, Sunghwan Sohn, James M. Naessens, 2017, Summit on Clinical Research Informatics.

Assessment of Patient Falls Identification from Electronic Health Records Using Code- and Text-Based Approaches

Sunghwan Sohn, Chun Fan, Jennifer L. St. Sauver, 2018, American Medical Informatics Association Annual Symposium.

Locally Generated Bayesian Network Prediction of Colorectal Surgical Site Infections

Hongfang Liu, Sunghwan Sohn, James M. Naessens, 2017, CRI.

Natural language processing of radiology reports for identification of skeletal site-specific fractures

Hongfang Liu, Sunghwan Sohn, Yanshan Wang, 2019, BMC Medical Informatics and Decision Making.

Predicate Oriented Pattern Analysis for Biomedical Knowledge Discovery

Yugyung Lee, Hongfang Liu, Sunghwan Sohn, 2016, Intelligent information management.

Surveillance of Peripheral Arterial Disease Cases Using Natural Language Processing of Clinical Notes

Hongfang Liu, Sunghwan Sohn, Iftikhar J. Kullo, 2017, CRI.

A clinical text classification paradigm using weak supervision and deep representation

Hongfang Liu, Sunghwan Sohn, Liwei Wang, 2019, BMC Medical Informatics and Decision Making.

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.

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..

Exploration of Potential Drug Off-label Uses in Clinical Practice

Hongfang Liu, Sunghwan Sohn, Hongfang Liu, 2014, AMIA.

Abbreviation definition identification based on automatic precision estimates

Sunghwan Sohn, W. John Wilbur, Won Kim, 2008, BMC Bioinformatics.

Soft counting networks for bone marrow differentials

Paul D. Gader, James M. Keller, Sunghwan Sohn, 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

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..

Deep learning and alternative learning strategies for retrospective real-world clinical data

Sunghwan Sohn, James M. Naessens, Paul Kingsbury, 2019, npj Digital Medicine.

Automatic Extraction of Major Osteoporotic Fractures from Radiology Reports using Natural Language Processing

Hongfang Liu, Sunghwan Sohn, Yanshan Wang, 2018, 2018 IEEE International Conference on Healthcare Informatics Workshop (ICHI-W).

Staggered NLP-assisted refinement for Clinical Annotations of Chronic Disease Events

Hongfang Liu, Stephen T. Wu, Sunghwan Sohn, 2016, LREC.

Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes

Hongfang Liu, Sunghwan Sohn, James M. Naessens, 2018, Journal of Healthcare Informatics Research.

A Text-Mining Framework for Supporting Systematic Reviews.

Hongfang Liu, Dingcheng Li, Sunghwan Sohn, 2016, American journal of information management.

Evaluating the Impact of Dictionary Updates on Automatic Annotations Based on Clinical NLP Systems.

Sunghwan Sohn, Feichen Shen, Liwei Wang, 2019, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Workflow-based Data Reconciliation for Clinical Decision Support: Case of Colorectal Cancer Screening and Surveillance

Hongfang Liu, Robert A. Greenes, Sunghwan Sohn, 2013, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Using Electronic Health Records to Identify Heart Failure Cohorts with Differentiation for Preserved and Reduced Ejection Fraction

Suzette J. Bielinski, Hongfang Liu, Sunghwan Sohn, 2012, AMIA.

A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction pdf

Hongfang Liu, Sunghwan Sohn, Liwei Wang, 2018, ArXiv.

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.

Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium.

Cui Tao, Christopher G Chute, Timothy Miller, 2013, Journal of the American Medical Informatics Association : JAMIA.

Integrated cTAKES for Concept Mention Detection and Normalization

Siddhartha Jonnalagadda, Hongfang Liu, Sunghwan Sohn, 2013, CLEF.

Integrating Structured and Unstructured EHR Data Using an FHIR-based Type System: A Case Study with Medication Data

Hongfang Liu, Sunghwan Sohn, Feichen Shen, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Asthma Ascertainment NLP System Portability across Institutions

Hongfang Liu, Sunghwan Sohn, Yanshan Wang, 2016, American Medical Informatics Association Annual Symposium.

Clinical Drug Extraction and Normalization from Clinical Notes

Hongfang Liu, Sunghwan Sohn, Christopher G. Chute, 2013, AMIA.

BmQGen: Biomedical query generator for knowledge discovery

Yugyung Lee, Hongfang Liu, Sunghwan Sohn, 2015, 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Drug side effect extraction from clinical narratives of psychiatry and psychology patients

Sunghwan Sohn, Christopher G. Chute, Guergana K. Savova, 2011, J. Am. Medical Informatics Assoc..

Dependency Parser-based Negation Detection in Clinical Narratives

Sunghwan Sohn, Christopher G. Chute, Stephen Wu, 2012, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

DEEPEN: A negation detection system for clinical text incorporating dependency relation into NegEx

Hongfang Liu, Sunghwan Sohn, Mathew J. Palakal, 2015, J. Biomed. Informatics.

Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions

Hongfang Liu, Sunghwan Sohn, Yanshan Wang, 2017, J. Am. Medical Informatics Assoc..

Automatic extraction and assessment of lifestyle exposures for Alzheimer's disease using natural language processing

Hongfang Liu, Sunghwan Sohn, Yanshan Wang, 2019, Int. J. Medical Informatics.

Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications

Sunghwan Sohn, Christopher G. Chute, Guergana K. Savova, 2010, J. Am. Medical Informatics Assoc..

Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering

Sunghwan Sohn, Ronald C. Petersen, Maria Vassilaki, 2021, 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Identification of asthma control factor in clinical notes using a hybrid deep learning model

Sunghwan Sohn, Chung-Il Wi, Elham Sagheb, 2021, BMC Medical Informatics and Decision Making.

Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique

Sunghwan Sohn, Hongfang Liu, Euijung Ryu, 2021, BMC Medical Informatics and Decision Making.

Drug Normalization for Cancer Therapeutic and Druggable Genome Target Discovery

Sunghwan Sohn, Christopher G. Chute, Guoqian Jiang, 2015, 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.

Postoperative bleeding risk prediction for patients undergoing colorectal surgery

Sunghwan Sohn, James M. Naessens, Hongfang Liu, 2018, Surgery.

Mining peripheral arterial disease cases from narrative clinical notes using natural language processing

Sunghwan Sohn, Hongfang Liu, Rajeev Chaudhry, 2017, Journal of vascular surgery.

Analysis of Cross-Institutional Medication Description Patterns in Clinical Narratives

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

Identifying Abdominal Aortic Aneurysm Cases and Controls using Natural Language Processing of Radiology Reports

Sunghwan Sohn, Christopher G. Chute, Hongfang Liu, 2013, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

A Hybrid Approach to Sentiment Sentence Classification in Suicide Notes

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

Toward a Learning Health-care System – Knowledge Delivery at the Point of Care Empowered by Big Data and NLP

Dingcheng Li, Sunghwan Sohn, James D. Buntrock, 2016, Biomedical informatics insights.

Application of a Natural Language Processing Algorithm to Asthma Ascertainment. An Automated Chart Review

Sunghwan Sohn, Hongfang Liu, Euijung Ryu, 2017, American journal of respiratory and critical care medicine.

Classification of medication status change in clinical narratives.

Sunghwan Sohn, James J. Masanz, Jean-Pierre A Kocher, 2010, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Early Identification of Childhood Asthma: The Role of Informatics in an Era of Electronic Health Records

Sunghwan Sohn, Hongfang Liu, Euijung Ryu, 2019, Front. Pediatr..

Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Total Hip Arthroplasty.

Sunghwan Sohn, Sunyang Fu, Daniel J Berry, 2019, The Journal of bone and joint surgery. American volume.

Facilitating post-surgical complication detection through sublanguage analysis

Sunghwan Sohn, Hongfang Liu, Sean P. Murphy, 2014, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Clinical concept extraction: A methodology review

Sunghwan Sohn, Liwei Wang, Feichen Shen, 2020, J. Biomed. Informatics.