Sunghwan Sohn
Orcid: 0000-0001-8256-2602
According to our database1,
Sunghwan Sohn
authored at least 98 papers
between 2001 and 2024.
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Bibliography
2024
Linear Frequency Modulation and Orthogonal Code Modulation for Co-Located Multiple-Input Multiple-Output High-Frequency Surface Wave Radar.
Remote. Sens., January, 2024
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text.
CoRR, 2024
2023
InterPrompt: Interpretable Prompting for Interrelated Interpersonal Risk Factors in Reddit Posts.
CoRR, 2023
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Machine Learning Models for Prediction of Joint Infections Following Hip Replacement Surgery.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index.
J. Am. Medical Informatics Assoc., 2022
A scoping review of medical practice variation research within the informatics literature.
Int. J. Medical Informatics, 2022
Int. J. Medical Informatics, 2022
Quality assessment of functional status documentation in EHRs across different healthcare institutions.
Frontiers Digit. Health, 2022
Automated Detection of Type of Scoliosis Surgery from Operative Notes Using Natural Language Processing.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
The role of individual-level socioeconomic status on bias of machine learning algorithm.
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
2021
Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique.
BMC Medical Informatics Decis. Mak., 2021
Identification of asthma control factor in clinical notes using a hybrid deep learning model.
BMC Medical Informatics Decis. Mak., 2021
An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses.
J. Biomed. Informatics, 2021
The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE Network.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants Using Explainable Deep Convolutional Neural Networks.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Assessing Clinician's Adherence to Asthma Guidelines for Asthma Control Status using Natural Language Processing in a Primary Care Setting.
Proceedings of the AMIA 2020, 2020
2019
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation.
npj Digit. Medicine, 2019
Deep learning and alternative learning strategies for retrospective real-world clinical data.
npj Digit. Medicine, 2019
A clinical text classification paradigm using weak supervision and deep representation.
BMC Medical Informatics Decis. Mak., 2019
Natural language processing of radiology reports for identification of skeletal site-specific fractures.
BMC Medical Informatics Decis. Mak., 2019
Early temporal characteristics of elderly patient cognitive impairment in electronic health records.
BMC Medical Informatics Decis. Mak., 2019
Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes.
J. Heal. Informatics Res., 2019
Automatic extraction and assessment of lifestyle exposures for Alzheimer's disease using natural language processing.
Int. J. Medical Informatics, 2019
CoRR, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Deep Learning Prediction of Mild Cognitive Impairment using Electronic Health Records.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Identifying Factors Affecting Drug Discontinuation in Patients with Depression: Text Analysis of Patient Drug Review Posts.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Adaptation of a Natural Language Processing Algorithm Following Implementation of a New Electronic Health Record.
Proceedings of the AMIA 2019, 2019
2018
J. Biomed. Informatics, 2018
Clinical documentation variations and NLP system portability: a case study in asthma birth cohorts across institutions.
J. Am. Medical Informatics Assoc., 2018
Natural language processing of clinical notes for identification of critical limb ischemia.
Int. J. Medical Informatics, 2018
A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction.
CoRR, 2018
Automatic Extraction of Major Osteoporotic Fractures from Radiology Reports using Natural Language Processing.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018
Analyzing Early Signals of Older Adult Cognitive Impairment in Electronic Health Records.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Assessment of Patient Falls Identification from Electronic Health Records Using Code- and Text-Based Approaches.
Proceedings of the AMIA 2018, 2018
Standardizing Heterogeneous Annotation Corpora Using HL7 FHIR for Facilitating their Reuse and Integration in Clinical NLP.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
Int. J. Medical Informatics, 2017
Analysis of Clinical Variations in Asthma Care Documented in Electronic Health Records Between Staff and Resident Physicians.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
Locally Generated Bayesian Network Prediction of Colorectal Surgical Site Infections.
Proceedings of the Summit on Clinical Research Informatics, 2017
Prediction of Organ Space Colorectal Surgical Site Infections Using Prognostic Bayesian Networks.
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Surveillance of Peripheral Arterial Disease Cases Using Natural Language Processing of Clinical Notes.
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the AMIA 2017, 2017
2016
Staggered NLP-assisted refinement for Clinical Annotations of Chronic Disease Events.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Summit on Clinical Research Informatics, 2016
Identifying peripheral arterial disease cases using natural language processing of clinical notes.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
DEEPEN: A negation detection system for clinical text incorporating dependency relation into NegEx.
J. Biomed. Informatics, 2015
A Frequency-based Strategy of Obtaining Sentences from Clinical Data Repository for Crowdsourcing.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
A frequency-filtering strategy of obtaining PHI-free sentences from clinical data repository.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
Proceedings of the AMIA 2015, 2015
Detection of Colorectal Surgical Site Infections Using Bayesian Network and Natural Language Processing.
Proceedings of the AMIA 2015, 2015
2014
Research and applications: Patient-level temporal aggregation for text-based asthma status ascertainment.
J. Am. Medical Informatics Assoc., 2014
Research and applications: MedXN: an open source medication extraction and normalization tool for clinical text.
J. Am. Medical Informatics Assoc., 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the AMIA 2013, 2013
2012
Coreference analysis in clinical notes: a multi-pass sieve with alternate anaphora resolution modules.
J. Am. Medical Informatics Assoc., 2012
Clinical Decision Support for Colonoscopy Surveillance Using Natural Language Processing.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Systematic Analysis of Cross-Institutional Medication Description Patterns in Clinical Notes.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
Using Electronic Health Records to Identify Heart Failure Cohorts with Differentiation for Preserved and Reduced Ejection Fraction.
Proceedings of the AMIA 2012, 2012
2011
Drug side effect extraction from clinical narratives of psychiatry and psychology patients.
J. Am. Medical Informatics Assoc., 2011
Proceedings of The Twentieth Text REtrieval Conference, 2011
2010
Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications.
J. Am. Medical Informatics Assoc., 2010
2009
Proceedings of the AMIA 2009, 2009
2008
Research Paper: Optimal Training Sets for Bayesian Prediction of MeSH<sup>®</sup> Assignment.
J. Am. Medical Informatics Assoc., 2008
BMC Bioinform., 2008
Proceedings of the 3rd International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2008
2007
Enhanced Energy Detector for IEEE 802.22 WRAN Systems Using Maximal-to-Mean Power Ratio.
Proceedings of the 4th IEEE International Symposium on Wireless Communication Systems, 2007
Proceedings of the 2nd International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2007
2004
2001
Proceedings of the IEEE International Conference on Systems, 2001