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1

The coming of age of artificial intelligence in medicine

Vimla L. Patel, Edward H. Shortliffe, Mario Stefanelli, Peter Szolovits, Michael R. Berthold, Riccardo Bellazzi, Ameen Abu-Hanna

Journal:

Artificial Intelligence in Medicine

Year:

2009

Language:

english

File:

PDF, 194 KB

english, 2009

2

Categorical and probabilistic reasoning in medical diagnosis

Peter Szolovits, Stephen G. Pauker

Journal:

Artificial Intelligence

Year:

1978

Language:

english

File:

PDF, 2.35 MB

english, 1978

3

MIMIC-III, a freely accessible critical care database

Johnson, Alistair E.W., Pollard, Tom J., Shen, Lu, Lehman, Li-wei H., Feng, Mengling, Ghassemi, Mohammad, Moody, Benjamin, Szolovits, Peter, Anthony Celi, Leo, Mark, Roger G.

Journal:

Scientific Data

Year:

2016

Language:

english

File:

PDF, 313 KB

english, 2016

4

Categorical and probabilistic reasoning in medicine revisited

Peter Szolovits, Stephen G. Pauker

Journal:

Artificial Intelligence

Year:

1993

Language:

english

File:

PDF, 858 KB

english, 1993

5

Utilizing uncoded consultation notes from electronic medical records for predictive modeling of colorectal cancer

Hoogendoorn, Mark, Szolovits, Peter, Moons, Leon M.G., Numans, Mattijs E.

Journal:

Artificial Intelligence in Medicine

Year:

2016

Language:

english

File:

PDF, 544 KB

english, 2016

6

AI for the M.D

Szolovits, Peter

Journal:

Year:

2019

Language:

english

File:

PDF, 282 KB

english, 2019

7

What Is a Grid?

Peter Szolovits

Journal:

Journal of the American Medical Informatics Association

Year:

2007

Language:

english

File:

PDF, 43 KB

english, 2007

8

Patient-specific learning in real time for adaptive monitoring in critical care

Ying Zhang, Peter Szolovits

Journal:

Journal of Biomedical Informatics

Year:

2008

Language:

english

File:

PDF, 307 KB

english, 2008

9

The Personal Internetworked Notary and Guardian

Alberto Riva, Kenneth D Mandl, Do Hoon Oh, Daniel J Nigrin, Atul Butte, Peter Szolovits, Isaac S Kohane

Journal:

International Journal of Medical Informatics

Year:

2001

Language:

english

File:

PDF, 117 KB

english, 2001

10

An intelligent listening framework for capturing encounter notes from a doctor-patient dialog

Jeffrey G Klann, Peter Szolovits

Journal:

BMC Medical Informatics and Decision Making

Year:

2009

Language:

english

File:

PDF, 347 KB

english, 2009

11

An artificial intelligence tool to predict fluid requirement in the intensive care unit: a proof-of-concept study

Leo Anthony Celi,L Christian Hinske,Gil Alterovitz,Peter Szolovits

Journal:

Critical Care (BioMed Central)

Year:

2008

Language:

english

File:

PDF, 424 KB

english, 2008

12

Computers and clinical decision making: Whether, how, and for whom?

Szolovits, P., Pauker, S.G.

Journal:

Proceedings of the IEEE

Year:

1979

Language:

english

File:

PDF, 380 KB

english, 1979

13

USING CAUSAL REASONING IN GAIT ANALYSIS

HIRSCH, DAVID E., SIMON, SHELDON R., BYLANDER, TOM, WEINTRAUB, MICHAEL A., SZOLOVITS, PETER

Journal:

Applied Artificial Intelligence

Year:

1989

Language:

english

File:

PDF, 625 KB

english, 1989

14

[ACM Press the 27th international conference extended abstracts - Boston, MA, USA (2009.04.04-2009.04.09)] Proceedings of the 27th international conference extended abstracts on Human factors in computing systems - CHI EA '09 - Interacting with eHealth

schraefel, mc, Mamykina, Lena, Marsden, Gary, Shneiderman, Ben, Szolovits, Peter, Weitzner, Daniel, André, Paul, White, Ryen, Tan, Desney, Berners-Lee, Tim, Consolvo, Sunny, Jacobs, Robert, Kohane, Is

Year:

2009

Language:

english

File:

PDF, 542 KB

english, 2009

15

[ACM Press the 23rd ACM SIGKDD International Conference - Halifax, NS, Canada (2017.08.13-2017.08.17)] Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17 - Predicting Clinical Outcomes Across Changing Electronic Health Record Systems

Gong, Jen J., Naumann, Tristan, Szolovits, Peter, Guttag, John V.

Year:

2017

Language:

english

File:

PDF, 2.54 MB

english, 2017

16

Uncertainty and Decisions in Medical Informatics

Journal:

Methods of Information in Medicine

Year:

1995

Language:

english

File:

PDF, 1.21 MB

english, 1995

17

Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment

Jin, Di, Jin, Zhijing, Zhou, Joey Tianyi, Szolovits, Peter

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2020

File:

PDF, 504 KB

2020

18

Electronic medical records for discovery research in rheumatoid arthritis

Katherine P. Liao, Tianxi Cai, Vivian Gainer, Sergey Goryachev, Qing Zeng-treitler, Soumya Raychaudhuri, Peter Szolovits, Susanne Churchill, Shawn Murphy, Isaac Kohane, Elizabeth W. Karlson, Robert M.

Journal:

Arthritis Care & Research

Year:

2010

Language:

english

File:

PDF, 108 KB

english, 2010

19

A Bayesian dynamic model for influenza surveillance

Paola Sebastiani, Kenneth D. Mandl, Peter Szolovits, Isaac S. Kohane, Marco F. Ramoni

Journal:

Statistics in Medicine

Year:

2006

Language:

english

File:

PDF, 390 KB

english, 2006

20

A Bayesian dynamic model for influenza surveillance

Paola Sebastiani, Kenneth D. Mandl, Peter Szolovits, Isaac S. Kohane, Marco F. Ramoni

Journal:

Statistics in Medicine

Year:

2006

Language:

english

File:

PDF, 36 KB

english, 2006

21

Possibilities for Healthcare Computing

Peter Szolovits

Journal:

Journal of Computer Science and Technology

Year:

2011

Language:

english

File:

PDF, 211 KB

english, 2011

22

A susceptible-infected model of early detection of respiratory infection outbreaks on a background of influenza

Mojdeh Mohtashemi, Peter Szolovits, James Dunyak, Kenneth D. Mandl

Journal:

Journal of Theoretical Biology

Year:

2006

Language:

english

File:

PDF, 644 KB

english, 2006

23

Sources of error and accountability in computer systems: Comments on “accountability in a computerized society”

Peter Szolovits

Journal:

Science and Engineering Ethics

Year:

1996

File:

PDF, 151 KB

1996

24

Genetic Basis of Autoantibody Positive and Negative Rheumatoid Arthritis Risk in a Multi-ethnic Cohort Derived from Electronic Health Records

Fina Kurreeman, Katherine Liao, Lori Chibnik, Brendan Hickey, Eli Stahl, Vivian Gainer, Gang Li, Lynn Bry, Scott Mahan, Kristin Ardlie, Brian Thomson, Peter Szolovits, Susanne Churchill, Shawn N. Murp

Journal:

The American Journal of Human Genetics

Year:

2011

Language:

english

File:

PDF, 846 KB

english, 2011

25

A de-identifier for medical discharge summaries

Özlem Uzuner, Tawanda C. Sibanda, Yuan Luo, Peter Szolovits

Journal:

Artificial Intelligence in Medicine

Year:

2008

Language:

english

File:

PDF, 322 KB

english, 2008

26

Report of an IEEE Task Force-An IEEE Opinion on Research Needs for Biomedical Engineerng Systems

Potvin, Alfred R., Crosier, William G., Fromm, Eli, Lin, James C., Neuman, Michael R., Pilkington, Theo C., Robinson, Charles J., Schneider, Lawrence W., Strohbehn, John W., Szolovits, Peter, Tompkins

Journal:

IEEE Transactions on Biomedical Engineering

Year:

1986

Language:

english

File:

PDF, 6.23 MB

english, 1986

27

Automated de-identification of free-text medical records

Ishna Neamatullah, Margaret M Douglass, Li-wei H Lehman, Andrew Reisner, Mauricio Villarroel, William J Long, Peter Szolovits, George B Moody, Roger G Mark, Gari D Clifford

Journal:

BMC Medical Informatics and Decision Making

Year:

2008

Language:

english

File:

PDF, 343 KB

english, 2008

28

Evaluating the State-of-the-Art in Automatic De-identification

Özlem Uzuner, Yuan Luo, Peter Szolovits

Journal:

Journal of the American Medical Informatics Association

Year:

2007

Language:

english

File:

PDF, 604 KB

english, 2007

29

Psychiatric co-morbidity is associated with increased risk of surgery in Crohn's disease

Ananthakrishnan, A. N., Gainer, V. S., Perez, R. G., Cai, T., Cheng, S.-C., Savova, G., Chen, P., Szolovits, P., Xia, Z., De Jager, P. L., Shaw, S. Y., Churchill, S., Karlson, E. W., Kohane, I., Perli

Journal:

Alimentary Pharmacology & Therapeutics

Year:

2013

Language:

english

File:

PDF, 172 KB

english, 2013

30

Similar Risk of Depression and Anxiety Following Surgery or Hospitalization for Crohn's Disease and Ulcerative Colitis

Ananthakrishnan, Ashwin N, Gainer, Vivian S, Cai, Tianxi, Perez, Raul Guzman, Cheng, Su-Chun, Savova, Guergana, Chen, Pei, Szolovits, Peter, Xia, Zongqi, De Jager, Philip L, Shaw, Stanley, Churchill,

Journal:

American Journal of Gastroenterology

Year:

2013

Language:

english

File:

PDF, 226 KB

english, 2013

31

Associations of autoantibodies, autoimmune risk alleles, and clinical diagnoses from the electronic medical records in rheumatoid arthritis cases and non-rheumatoid arthritis controls

Liao, Katherine P., Kurreeman, Fina, Li, Gang, Duclos, Grant, Murphy, Shawn, Guzman, Raul, Cai, Tianxi, Gupta, Namrata, Gainer, Vivian, Schur, Peter, Cui, Jing, Denny, Joshua C., Szolovits, Peter, Chu

Journal:

Arthritis & Rheumatism

Year:

2013

Language:

english

File:

PDF, 262 KB

english, 2013

32

Association Between Reduced Plasma 25-Hydroxy Vitamin D and Increased Risk of Cancer in Patients With Inflammatory Bowel Diseases

Ananthakrishnan, Ashwin N., Cheng, Su–Chun, Cai, Tianxi, Cagan, Andrew, Gainer, Vivian S., Szolovits, Peter, Shaw, Stanley Y., Churchill, Susanne, Karlson, Elizabeth W., Murphy, Shawn N., Kohane, Isaa

Journal:

Clinical Gastroenterology and Hepatology

Year:

2014

Language:

english

File:

PDF, 162 KB

english, 2014

33

Mo1262 Pharmacologic Thromboprophylaxis Reduces Post-Hospitalization Venous Thromboembolic Events in Patients With Inflammatory Bowel Disease

Ananthakrishnan, Ashwin N., Cagan, Andrew, Gainer, Vivian S., Cheng, Su-Chun, Cai, Tianxi, Shaw, Stanley, Scoville, Elizabeth, Konijeti, Gauree G., Szolovits, Peter, Karlson, Elizabeth W., Churchill,

Journal:

Gastroenterology

Year:

2014

Language:

english

File:

PDF, 187 KB

english, 2014

34

Mortality and extraintestinal cancers in patients with primary sclerosing cholangitis and inflammatory bowel disease

Ananthakrishnan, Ashwin N., Cagan, Andrew, Gainer, Vivian S., Cheng, Su-Chun, Cai, Tianxi, Szolovits, Peter, Shaw, Stanley Y., Churchill, Susanne, Karlson, Elizabeth W., Murphy, Shawn N., Kohane, Isaa

Journal:

Journal of Crohn's and Colitis

Year:

2014

Language:

english

File:

PDF, 414 KB

english, 2014

35

Thromboprophylaxis Is Associated With Reduced Post-hospitalization Venous Thromboembolic Events in Patients With Inflammatory Bowel Diseases

Ananthakrishnan, Ashwin N., Cagan, Andrew, Gainer, Vivian S., Cheng, Su-Chun, Cai, Tianxi, Scoville, Elizabeth, Konijeti, Gauree G., Szolovits, Peter, Shaw, Stanley Y., Churchill, Susanne, Karlson, El

Journal:

Clinical Gastroenterology and Hepatology

Year:

2014

Language:

english

File:

PDF, 335 KB

english, 2014

36

302 Extraintestinal Cancers and Mortality in Patients With Primary Sclerosing Cholangitis and Inflammatory Bowel Disease

Ananthakrishnan, Ashwin N., Cagan, Andrew, Cheng, Su-Chun, Gainer, Vivian S., Cai, Tianxi, Shaw, Stanley, Szolovits, Peter, Churchill, Susanne, Karlson, Elizabeth W., Murphy, Shawn N., Kohane, Isaac,

Journal:

Gastroenterology

Year:

2014

Language:

english

File:

PDF, 211 KB

english, 2014

37

Mo1263 Higher Plasma Vitamin D is Associated With Reduced Risk of Clostridium difficile Infection in Patients With Inflammatory Bowel Disease

Ananthakrishnan, Ashwin N., Cagan, Andrew, Gainer, Vivian S., Cheng, Su-Chun, Cai, Tianxi, Shaw, Stanley, Szolovits, Peter, Karlson, Elizabeth W., Churchill, Susanne, Murphy, Shawn N., Kohane, Isaac,

Journal:

Gastroenterology

Year:

2014

Language:

english

File:

PDF, 170 KB

english, 2014

38

221 Psychiatric Co-Morbidity Is Associated With Increased Risk of Surgery in Crohns Disease

Ananthakrishnan, Ashwin N., Gainer, Vivian S., Cai, Tianxi, Cheng, Su-Chun, Savova, Guergana, Chen, Pei, Szolovits, Peter, Xia, Zongqi, De Jager, Philip L., Shaw, Stanley, Churchill, Susanne, Karlson,

Journal:

Gastroenterology

Year:

2013

Language:

english

File:

PDF, 148 KB

english, 2013

39

Serum Inflammatory Markers and Risk of Colorectal Cancer in Patients With Inflammatory Bowel Diseases

Ananthakrishnan, Ashwin N., Cheng, Su–Chun, Cai, Tianxi, Cagan, Andrew, Gainer, Vivian S., Szolovits, Peter, Shaw, Stanley Y., Churchill, Susanne, Karlson, Elizabeth W., Murphy, Shawn N., Kohane, Isaa

Journal:

Clinical Gastroenterology and Hepatology

Year:

2014

Language:

english

File:

PDF, 240 KB

english, 2014

40

Erratum

Ananthakrishnan, Ashwin N., Cheng, Su–Chun, Cai, Tianxi, Cagan, Andrew, Gainer, Vivian S., Szolovits, Peter, Shaw, Stanley Y., Churchill, Susanne, Karlson, Elizabeth W., Murphy, Shawn N., Kohane, Isaa

Journal:

Journal of Pragmatics

Year:

1984

Language:

english

File:

PDF, 83 KB

english, 1984

41

Decision support from local data: Creating adaptive order menus from past clinician behavior

Klann, Jeffrey G., Szolovits, Peter, Downs, Stephen M., Schadow, Gunther

Journal:

Journal of Biomedical Informatics

Year:

2014

Language:

english

File:

PDF, 2.31 MB

english, 2014

42

NATURAL LANGUAGE PROCESSING IMPROVES PHENOTYPIC ACCURACY IN AN ELECTRONIC MEDICAL RECORD COHORT OF TYPE 2 DIABETES AND CARDIOVASCULAR DISEASE

Kumar, Vishesh, Liao, Katherine, Cheng, Su-Chun, Yu, Sheng, Kartoun, Uri, Brettman, Ari, Gainer, Vivian, Cagan, Andrew, Murphy, Shawn, Savova, Guergana, Chen, Pei, Szolovits, Peter, Xia, Zongqi, Karls

Journal:

Journal of the American College of Cardiology

Year:

2014

Language:

english

File:

PDF, 180 KB

english, 2014

43

Su1324 Serum Inflammatory Markers and Risk of Colorectal Cancer in Patients With Inflammatory Bowel Disease

Ananthakrishnan, Ashwin N., Cheng, Su-Chun, Cai, Tianxi, Cagan, Andrew, Gainer, Vivian S., Szolovits, Peter, Shaw, Stanley, Churchill, Susanne, Karlson, Elizabeth W., Murphy, Shawn N., Kohane, Isaac,

Journal:

Gastroenterology

Year:

2014

Language:

english

File:

PDF, 853 KB

english, 2014

44

Tu1276 Improving Case Definition of Crohn's Disease and Ulcerative Colitis in Electronic Medical Records Using Natural Language Processing - a Novel Informatics Approach

Ananthakrishnan, Ashwin N., Cai, Tianxi, Cheng, Su-Chun, Chen, Pei Jun, Savova, Guergana, Perez, Raul Guzman, Gainer, Vivian S., Murphy, Shawn N., Szolovits, Peter, Liao, Katherine, Karlson, Elizabeth

Journal:

Gastroenterology

Year:

2012

Language:

english

File:

PDF, 67 KB

english, 2012

45

Building national electronic medical record systems via the World Wide Web

Greenspun, P, Fackler, J, Cimino, C, Szolovits, P, Kohane, IS

Journal:

American Journal of Ophthalmology

Year:

1996

Language:

english

File:

PDF, 278 KB

english, 1996

46

[IEEE Computers in Cardiology, 2004 - Chicago, IL, USA (Sept. 19-22, 2004)] Computers in Cardiology, 2004 - An open-source, interactive java-based system for rapid encoding of significant events in the ICU using the unified medical language system

Shu, J., Clifford, G.D., Long, W.J., Moody, G.B., Szolovits, P., Mark, R.G.

Year:

2004

Language:

english

File:

PDF, 771 KB

english, 2004

47

[IEEE Computers in Cardiology 1996 - Indianapolis, IN, USA (8-11 Sept. 1996)] Computers in Cardiology 1996 - A model-based expert system for interpretation of hemodynamic data from ICU patients

Ruilin Zhao,, Mark, R.G., Szolovits, P.

Year:

1996

Language:

english

File:

PDF, 380 KB

english, 1996

48

[IEEE 2008 IEEE International Conference on Bioinformatics and Biomedcine Workshops - Philadelphia, PA (2008.11.3-2008.11.5)] 2008 IEEE International Conference on Bioinformatics and Biomeidcine Workshops - An intelligent listening framework for capturing encounter notes from a doctor-patient dialog

Klann, J., Szolovits, P.

Year:

2008

Language:

english

File:

PDF, 102 KB

english, 2008

49

Higher plasma vitamin D is associated with reduced risk of Clostridium difficile infection in patients with inflammatory bowel diseases

Ananthakrishnan, A. N., Cagan, A., Gainer, V. S., Cheng, S.-C., Cai, T., Szolovits, P., Shaw, S. Y., Churchill, S., Karlson, E. W., Murphy, S. N., Kohane, I., Liao, K. P.

Journal:

Alimentary Pharmacology & Therapeutics

Year:

2014

Language:

english

File:

PDF, 215 KB

english, 2014

50

Simulation Suggests That Medical Group Mergers Won't Undermine The Potential Utility Of Health Information Exchanges

Rudin, R. S., Schneider, E. C., Volk, L. A., Szolovits, P., Salzberg, C. A., Simon, S. R., Bates, D. W.

Journal:

Year:

2012

Language:

english

File:

PDF, 432 KB

english, 2012

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