Peter Szolovits
Orcid: 0000-0001-8411-6403
According to our database1,
Peter Szolovits
authored at least 138 papers
between 1973 and 2024.
Collaborative distances:
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Bibliography
2024
J. Am. Medical Informatics Assoc., January, 2024
2023
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C).
J. Am. Medical Informatics Assoc., November, 2023
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings.
CoRR, 2023
Proceedings of the Conference on Health, Inference, and Learning, 2023
2022
Proceedings of the Machine Learning for Healthcare Conference, 2022
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
2021
ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.
J. Am. Medical Informatics Assoc., 2021
Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View.
CoRR, 2021
An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C).
CoRR, 2021
Rethinking Relational Encoding in Language Model: Pre-Training for General Sequences.
CoRR, 2021
Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.
CoRR, 2020
A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data.
CoRR, 2020
Unsupervised Domain Adaptation for Neural Machine Translation with Iterative Back Translation.
CoRR, 2020
Bioinform., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability, and Probabilistic Output.
Proceedings of the Machine Learning for Healthcare Conference, 2020
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020
TransINT: Embedding Implication Rules in Knowledge Graphs with Isomorphic Intersections of Linear Subspaces.
Proceedings of the Conference on Automated Knowledge Base Construction, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
J. Am. Medical Informatics Assoc., 2019
Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment.
CoRR, 2019
Proceedings of the Machine Learning for Health Workshop, 2019
Proceedings of the Machine Learning for Healthcare Conference, 2019
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes and Structured Multivariate Physiological Measurements.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text.
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019
2018
3D-MICE: integration of cross-sectional and longitudinal imputation for multi-analyte longitudinal clinical data.
J. Am. Medical Informatics Assoc., 2018
Segment convolutional neural networks (Seg-CNNs) for classifying relations in clinical notes.
J. Am. Medical Informatics Assoc., 2018
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability.
CoRR, 2018
CoRR, 2018
CoRR, 2018
Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment.
CoRR, 2018
CoRR, 2018
Proceedings of the Machine Learning for Healthcare Conference, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018
Implementing a Portable Clinical NLP System with a Common Data Model - a Lisp Perspective.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
High-Throughput Multimodal Automated Phenotyping (MAP) Incorporating Natural Language Processing with Application to PheWAS.
Proceedings of the AMIA 2018, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Predicting Social Anxiety Treatment Outcome Based on Therapeutic Email Conversations.
IEEE J. Biomed. Health Informatics, 2017
Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach.
BMC Medical Informatics Decis. Mak., 2017
J. Am. Medical Informatics Assoc., 2017
Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database.
J. Am. Medical Informatics Assoc., 2017
J. Am. Medical Informatics Assoc., 2017
Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients.
CoRR, 2017
Bridging semantics and syntax with graph algorithms - state-of-the-art of extracting biomedical relations.
Briefings Bioinform., 2017
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
Proceedings of the Machine Learning for Health Care Conference, 2017
Continuous State-Space Models for Optimal Sepsis Treatment: a Deep Reinforcement Learning Approach.
Proceedings of the Machine Learning for Health Care Conference, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the AMIA 2017, 2017
2016
Utilizing uncoded consultation notes from electronic medical records for predictive modeling of colorectal cancer.
Artif. Intell. Medicine, 2016
Prediction using patient comparison vs. modeling: A case study for mortality prediction.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the Clinical Natural Language Processing Workshop, 2016
Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources.
J. Am. Medical Informatics Assoc., 2015
Subgraph augmented non-negative tensor factorization (SANTF) for modeling clinical narrative text.
J. Am. Medical Informatics Assoc., 2015
Demonstrating the Advantages of Applying Data Mining Techniques on Time-Dependent Electronic Medical Records.
Proceedings of the AMIA 2015, 2015
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
2014
Decision support from local data: Creating adaptive order menus from past clinician behavior.
J. Biomed. Informatics, 2014
Research and applications: Automatic lymphoma classification with sentence subgraph mining from pathology reports.
J. Am. Medical Informatics Assoc., 2014
Research and applications: Word sense disambiguation in the clinical domain: a comparison of knowledge-rich and knowledge-poor unsupervised methods.
J. Am. Medical Informatics Assoc., 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the AMIA 2014, 2014
2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
2012
J. Am. Medical Informatics Assoc., 2012
Proceedings of the AMIA 2012, 2012
Prognostic Physiology: Modeling Patient Severity in Intensive Care Units Using Radial Domain Folding.
Proceedings of the AMIA 2012, 2012
2011
Care transitions as opportunities for clinicians to use data exchange services: how often do they occur?
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
2009
An intelligent listening framework for capturing encounter notes from a doctor-patient dialog.
BMC Medical Informatics Decis. Mak., 2009
Artif. Intell. Medicine, 2009
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
2008
BMC Medical Informatics Decis. Mak., 2008
J. Biomed. Informatics, 2008
2007
J. Am. Medical Informatics Assoc., 2007
2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the AMIA 2006, 2006
2005
Copy Fees and Patients' Rights to Obtain a Copy of Their Medical Records: From Law to Reality.
Proceedings of the AMIA 2005, 2005
2003
2001
Proceedings of the MEDINFO 2001, 2001
Informatics Support for the Management of Drug Resistant Tuberculosis in Peru and Russia.
Proceedings of the AMIA 2001, 2001
Collaborative sanctioning: applications in restaurant recommendations based on reputation.
Proceedings of the Fifth International Conference on Autonomous Agents, 2001
2000
First Steps Towards Implementing an International Training Program in Medical Informatics: The Brazil/USA Project.
Proceedings of the AMIA 2000, 2000
Proceedings of the AMIA 2000, 2000
1998
Proceedings of the AMIA 1998, 1998
1997
Application of Information Technology: A WWW Implementation of National Recommendations for Protecting Electronic Health Information.
J. Am. Medical Informatics Assoc., 1997
Proceedings of the AMIA 1997, 1997
Proceedings of the AMIA 1997, 1997
Proceedings of the AMIA 1997, 1997
1996
Application of Technology: Building National Electronic Medical Record Systems via the World Wide Web.
J. Am. Medical Informatics Assoc., 1996
1994
J. Am. Medical Informatics Assoc., 1994
AI Mag., 1994
Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994
1993
Proceedings of the The Fifth Conference on Innovative Applications of Artificial Intelligence (IAAI 1993), 1993
1989
1985
Knowledge-Based Systems: A Survey.
Proceedings of the On Knowledge Base Management Systems: Integrating Artificial Intelligence and Database Technologies, 1985
1982
Proceedings of the National Conference on Artificial Intelligence, 1982
1981
Brand X: LISP Suport for Semantic Networks.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981
Causal Understanding of Patient Illness in Medical Diagnosis.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981
1978
The development of clinical expertise in the computer-The evolution of clinical decision-making programs at MIT (Abstract of presentation).
Proceedings of the American Federation of Information Processing Societies: 1978 National Computer Conference, 1978
1974
Proceedings of the 1st Annual Conference on Computer Graphics and Interactive Techniques, 1974
1973
Proceedings of the American Federation of Information Processing Societies: 1973 National Computer Conference, 1973