logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
S

Shyam Visweswaran

university of pittsburgh

35H-index
314Paper Count
7.1KCitation Count
Published Papers 65
Publication Date
logo
i2b2-ML: module to facilitate machine learning in the informatics for integrating biology and the bedside platform
errJAMIA Open
IF3.4
err2026-05-25
err0
errOAAI
errJeffery G Klann, PhD; Micheal M Mendis, Ms; Shyam Visweswaran, MD, PhD; Shawn N Murphy, MD, PhD; Hossein Estiri, PhD; Kavishwar B Wagholikar, MBBS, PhD
errShare
errSave
Stratification of Alzheimer’s disease patients using knowledge-guided unsupervised latent factor clustering with electronic health record data
errCommunications Medicine
IF6.3
err2026-04-20
err0
errOAAI
errLinshanshan Wang; Shruthi Venkatesh; Michele Morris; Mengyan Li; Ratnam Srivastava; Shyam Visweswaran; Oscar L. Lopez; Zongqi Xia; Tianxi Cai
errShare
errSave
Understanding data differences across the ENACT federated research network
errJAMIA Open
IF3.4
err2026-04-03
err0
errOAAI
errTaowei D Wang, PhD; Darren W Henderson, BS; Griffin M Weber, MD, PhD; Michele Morris, BA; Eugene M Sadhu, MD; Shawn N Murphy, MD, PhD; Shyam Visweswaran, MD, PhD; Jeff G Klann, MEng, PhD
errShare
errSave
A lightweight deep convolutional neural network for detecting artifacts in continuous EEG signals
errClinical Neurophysiology Practice
IF2.7
err2026-01-01
err0
errOAAI
errNyanney, Evans; Thirumala, Parthasarathy D.; Visweswaran, Shyam; Geng, Zhaohui
errShare
errSave
Label efficient phenotyping for Long COVID using electronic health records
errnpj Digital Medicine
IF15.1
err2025-07-04
err0
errOAAI
errChuan Hong; Jun Wen; Harrison G. Zhang; Vidul Ayakulangara Panickan; Doris Y. Yang; Alicia W. Chen; Xin Xiong; Xuan Wang; Michele Morris; Sara Morini; Rahul Sangar; Andrew Dey; Malarkodi J. Samayamuthu; Katherine Liao; Clara-Lea Bonzel; Vidisha Tanukonda; Monika Maripuri; Jacqueline Honerlaw; Yuk-Lam Ho; Shyam Visweswaran; Isaac S. Kohane; Kelly Cho; Gabriel Brat; Zongqi Xia; Tianxi Cai
errShare
errSave
In defense of empathic informatics
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-07-01
err1
PREAI
errHochheiser, Harry; Visweswaran, Shyam
errShare
errSave
Mitigating the risk of health inequity exacerbated by large language models
errNPJ DIGITAL MEDICINE
IF15.1
err2025-05-04
err0
errOAAI
errJi, Yuelyu; Ma, Wenhe; Sivarajkumar, Sonish; Zhang, Hang; Sadhu, Eugene M.; Li, Zhuochun; Wu, Xizhi; Visweswaran, Shyam
errShare
errSave
A resource for Logical Observation Identifiers Names and Codes terms that may be associated with identifying information
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-04-22
err0
PREAI
errNourelahi, Mehdi; Sadhu, Eugene M.; Samayamuthu, Malarkodi J.; Visweswaran, Shyam
errShare
errSave
A Transformer-Based Framework for Counterfactual Estimation of Antihypertensive Treatment Effect on COVID-19 Infection Risk - A Proof-of-Concept Study
errAMERICAN JOURNAL OF HYPERTENSION
IF3.1
err2025-04-18
err0
PREAI
errTran, TQB; Lip, S; Wu, HH; Visweswaran, S; Pell, JP; Padmanabhan, S
errShare
errSave
Online database of clinical algorithms with race and ethnicity
errSCIENTIFIC REPORTS
IF3.9
err2025-03-29
err0
errOAAI
errVisweswaran, Shyam; Sadhu, Eugene M.; Morris, Michele M.; Vis, Anushka R.; Samayamuthu, Malarkodi Jebathilagam
errShare
errSave
Ethical and Bias Considerations in Artificial Intelligence/Machine Learning
errMODERN PATHOLOGY
IF5.5
err2025-03-01
err3
errOAAI
errHanna, Matthew G.; Pantanowitz, Liron; Jackson, Brian; Palmer, Octavia; Visweswaran, Shyam; Pantanowitz, Joshua; Deebajah, Mustafa; Rashidi, Hooman H.
errShare
errSave
Subtyping Social Determinants of Health in the All of Us Program: Network Analysis and Visualization Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2025-02-11
err0
errOAAI
errBhavnani, Suresh K.; Zhang, Weibin; Bao, Daniel; Raji, Mukaila; Ajewole, Veronica; Hunter, Rodney; Kuo, Yong-Fang; Schmidt, Susanne; Pappadis, Monique R.; Smith, Elise; Bokov, Alex; Reistetter, Timothy; Visweswaran, Shyam; Downer, Brian
errShare
errSave
Algorithmic individual fairness and healthcare: a scoping review
errJAMIA OPEN
IF3.4
err2024-12-30
err0
errOAAI
errAnderson, Joshua W.; Visweswaran, Shyam
errShare
errSave
MedSyn: Text-Guided Anatomy-Aware Synthesis of High-Fidelity 3-D CT Images
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-10-01
err1
errOAAI
errXu, Yanwu; Sun, Li; Peng, Wei; Jia, Shuyue; Morrison, Katelyn; Perer, Adam; Zandifar, Afrooz; Visweswaran, Shyam; Eslami, Motahhare; Batmanghelich, Kayhan
errShare
errSave
Fairness and inclusion methods for biomedical informatics research
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2024-10-01
err0
PREAI
errVisweswaran, Shyam; Luo, Yuan; Peleg, Mor
errShare
errSave
A framework for human evaluation of large language models in healthcare derived from literature review
errNPJ DIGITAL MEDICINE
IF15.1
err2024-09-28
err2
errOAAI
errTam, Thomas Yu Chow; Sivarajkumar, Sonish; Kapoor, Sumit; Stolyar, Alisa V.; Polanska, Katelyn; McCarthy, Karleigh R.; Osterhoudt, Hunter; Wu, Xizhi; Visweswaran, Shyam; Fu, Sunyang; Mathur, Piyush; Cacciamani, Giovanni E.; Sun, Cong; Peng, Yifan; Wang, Yanshan
errShare
errSave
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study
errJMIR MEDICAL INFORMATICS
IF3.8
err2024-04-08
err20
errOAAI
errSivarajkumar, Sonish; Kelley, Mark; Samolyk-Mazzanti, Alyssa; Visweswaran, Shyam; Wang, Yanshan
errShare
errSave
Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study
errJMIR MEDICAL INFORMATICS
IF3.8
err2024-04-03
err4
errOAAI
errSivarajkumar, Sonish; Gao, Fengyi; Denny, Parker; Aldhahwani, Bayan; Visweswaran, Shyam; Bove, Allyn; Wang, Yanshan
errShare
errSave
Clinical Information Retrieval: A Literature Review
errJOURNAL OF HEALTHCARE INFORMATICS RESEARCH
IF3.7
err2024-01-23
err3
PREAI
errSivarajkumar, Sonish; Mohammad, Haneef Ahamed; Oniani, David; Roberts, Kirk; Hersh, William; Liu, Hongfang; He, Daqing; Visweswaran, Shyam; Wang, Yanshan
errShare
errSave
Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study
errECLINICALMEDICINE
IF10
err2023-10-01
err5
errOAAI
errDagliati, Arianna; Strasser, Zachary H.; Abad, Zahra Shakeri Hossein; Klann, Jeffrey G.; Wagholikar, Kavishwar B.; Mesa, Rebecca; Visweswaran, Shyam; Morris, Michele; Luo, Yuan; Henderson, Darren W.; Samayamuthu, Malarkodi Jebathilagam; Tan, Bryce W. Q.; Verdy, Guillame; Omenn, Gilbert S.; Xia, Zongqi; Bellazzi, Riccardo; Murphy, Shawn N.; Holmes, John H.; Estiri, Hossein
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
J
John A. Kellum
H-index: 153 · Papers: 2.5K
F
Funda Meric‐Bernstam
H-index: 146 · Papers: 2.6K
D
Derek C. Angus
H-index: 141 · Papers: 800
T
Tom van der Poll
H-index: 138 · Papers: 1.2K
J
Jane W. Newburger
H-index: 132 · Papers: 810
View more