Author details

Full Name

Casey N Ta

Affiliation

Columbia University Irving Medical Center

ORCID

Career Start Year

2011

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
38061257	Applying unsupervised machine learning approaches to characterize autologous breast reconstruction patient subgroups: an NSQIP analysis of 14,274 patients.	J Plast Reconstr Aesthet Surg	2024
36255273	Clinical and temporal characterization of COVID-19 subgroups using patient vector embeddings of electronic health records.	J Am Med Inform Assoc	2023
37830010	Uncovering key clinical trial features influencing recruitment.	J Clin Transl Sci	2023
38045411	Phenotype-Driven Molecular Genetic Test Recommendation for Diagnosing Pediatric Rare Disorders.	Res Sq	2023
37350899	Principal Investigators' Perceptions on Factors Associated with Successful Recruitment in Clinical Trials.	AMIA Jt Summits Transl Sci Proc	2023
37350869	Can Race-sensitive Biomedical Embeddings Improve Healthcare Predictive Models?	AMIA Jt Summits Transl Sci Proc	2023
37141977	A data-driven approach to optimizing clinical study eligibility criteria.	J Biomed Inform	2023
36921288	EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension.	J Am Med Inform Assoc	2023
35189334	Leveraging electronic health record data for clinical trial planning by assessing eligibility criteria's impact on patient count and safety.	J Biomed Inform	2022
35611543	Progress toward a universal biomedical data translator.	Clin Transl Sci	2022
35673202	Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks.	Stud Health Technol Inform	2022
35673021	Evaluation of Criteria2Query: Towards Augmented Intelligence for Cohort Identification.	Stud Health Technol Inform	2022
35663114	A machine learning approach to identifying delirium from electronic health records.	JAMIA Open	2022
35486806	Risk Factors Associated With SARS-CoV-2 Breakthrough Infections in Fully mRNA-Vaccinated Individuals: Retrospective Analysis.	JMIR Public Health Surveill	2022
35998640	OARD: Open annotations for rare diseases and their phenotypes based on real-world data.	Am J Hum Genet	2022
33260201	Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials.	J Am Med Inform Assoc	2021
33501460	Severity Prediction for COVID-19 Patients via Recurrent Neural Networks.	medRxiv	2021
34496418	A Framework for Systematic Assessment of Clinical Trial Population Representativeness Using Electronic Health Records Data.	Appl Clin Inform	2021
34642696	A Retrospective Analysis of COVID-19 mRNA Vaccine Breakthrough Infections - Risk Factors and Vaccine Effectiveness.	medRxiv	2021
34543225	Columbia Open Health Data for COVID-19 Research: Database Analysis.	J Med Internet Res	2021
34457152	Severity Prediction for COVID-19 Patients via Recurrent Neural Networks.	AMIA Jt Summits Transl Sci Proc	2021
34624661	The potential role of EHR data in optimizing eligibility criteria definition for cardiovascular outcome trials.	Int J Med Inform	2021
34389867	From clinical trials to clinical practice: How long are drugs tested and then used by patients?	J Am Med Inform Assoc	2021
34142015	Comparative effectiveness of medical concept embedding for feature engineering in phenotyping.	JAMIA Open	2021
33367705	UMLS-based data augmentation for natural language processing of clinical research literature.	J Am Med Inform Assoc	2021
30753493	Criteria2Query: a natural language interface to clinical databases for cohort definition.	J Am Med Inform Assoc	2019
31655273	Ensembles of natural language processing systems for portable phenotyping solutions.	J Biomed Inform	2019
31676459	Sex, obesity, diabetes, and exposure to particulate matter among patients with severe asthma: Scientific insights from a comparative analysis of open clinical data sources during a five-day hackathon.	J Biomed Inform	2019
31390010	DQueST: dynamic questionnaire for search of clinical trials.	J Am Med Inform Assoc	2019
31437950	Detecting Systemic Data Quality Issues in Electronic Health Records.	Stud Health Technol Inform	2019
31074176	Clinical Data: Sources and Types, Regulatory Constraints, Applications.	Clin Transl Sci	2019
31106327	Doc2Hpo: a web application for efficient and accurate HPO concept curation.	Nucleic Acids Res	2019
28829305	Extended Lifetime In Vivo Pulse Stimulated Ultrasound Imaging.	IEEE Trans Med Imaging	2018
30480666	Columbia Open Health Data, clinical concept prevalence and co-occurrence from electronic health records.	Sci Data	2018
29072980	Focal Liver Lesions: Computer-aided Diagnosis by Using Contrast-enhanced US Cine Recordings.	Radiology	2018
28001041	Ultrasound Responsive Macrophase-Segregated Microcomposite Films for in Vivo Biosensing.	ACS Appl Mater Interfaces	2017
24901545	2-tier in-plane motion correction and out-of-plane motion filtering for contrast-enhanced ultrasound.	Invest Radiol	2014
22498299	Hollow silica and silica-boron nano/microparticles for contrast-enhanced ultrasound to detect small tumors.	Biomaterials	2012
23616935	Integrated processing of contrast pulse sequencing ultrasound imaging for enhanced active contrast of hollow gas filled silica nanoshells and microshells.	J Vac Sci Technol B Nanotechnol Microelectron	2012
23616934	Automating tumor classification with pixel-by-pixel contrast-enhanced ultrasound perfusion kinetics.	J Vac Sci Technol B Nanotechnol Microelectron	2012
21525740	Quantitative automated image analysis system with automated debris filtering for the detection of breast carcinoma cells.	Acta Cytol	2011

1 - 41 of 41

Brett K Beaulieu-Jones

University of Chicago

Career Start Year 2016

Number of shared co-authors 1

Imon Banerjee

Stanford University School of Medicine

Career Start Year 2016

Number of shared co-authors 1

Jitendra Jonnagaddala

NMC Royal Hospital

Career Start Year 2014

Number of shared co-authors 6

Benjamin S Glicksberg

Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 2

Riccardo Miotto

Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 4

Judy Wawira Gichoya

Emory University

Career Start Year 2012

Number of shared co-authors 0

Yue Yu

Health Sciences Mayo Clinic

Career Start Year 2012

Number of shared co-authors 6

Jennifer A Pacheco

University of Pennsylvania

Career Start Year 2009

Number of shared co-authors 10

Wade Schulz (CM4AI)

Yale University

Career Start Year 2008

Number of shared co-authors 0

Corey W Arnold

David Geffen School of Medicine at University of California los angeles

Career Start Year 2007

Number of shared co-authors 0

Yuan Luo

Northwestern University Feinberg School of Medicine

Career Start Year 2007

Number of shared co-authors 6

William Hsu

American Medical Informatics Association, IEEE, Johns Hopkins University, Radiological Society of North America, University of California Los Angeles, University of California, Los Angeles

Career Start Year 2006

Number of shared co-authors 0

Scott L DuVall

University of Utah

Career Start Year 2006

Number of shared co-authors 8

Karandeep Singh

University of Michigan Medical School ann arbor

Career Start Year 2005

Number of shared co-authors 2

Yindalon Aphinyanaphongs

New York University

Career Start Year 2003

Number of shared co-authors 0

May D Wang

Georgia Institute of Technology

Career Start Year 2003

Number of shared co-authors 0

Shyam Visweswaran

University of Pittsburgh

Career Start Year 2003

Number of shared co-authors 6

Nigam H Shah

Stanford University

Career Start Year 2002

Number of shared co-authors 15

Gil Alterovitz

Brigham and Women's Hospital

Career Start Year 2002

Number of shared co-authors 3

Jiang Bian

College of Medicine, University of Florida

Career Start Year 2001

Number of shared co-authors 7

Griffin M Weber

Harvard Medical School

Career Start Year 2001

Number of shared co-authors 7

Thomas A Lasko

Vanderbilt University

Career Start Year 1999

Number of shared co-authors 0

Tina Hernandez-Boussard

Stanford University

Career Start Year 1998

Number of shared co-authors 1

Alex A T Bui

University of California Los Angeles

Career Start Year 1998

Number of shared co-authors 1

Umit Topaloglu

Wake Forest School of Medicine

Career Start Year 1996

Number of shared co-authors 3

Lucila Ohno-Machado

Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine

Career Start Year 1993

Number of shared co-authors 5

William R Hogan

College of Medicine, University of Florida

Career Start Year 1990

Number of shared co-authors 2

Shawn N Murphy

Harvard Medical School

Career Start Year 1986

Number of shared co-authors 12

Peter Szolovits

Massachusetts Institute of Technology

Career Start Year 1986

Number of shared co-authors 2

Isaac S Kohane

Harvard Medical School

Career Start Year 1983

Number of shared co-authors 7

row(s) 1 - 30 of 30

Chunhua Weng

Columbia University Irving Medical Center

Co-authored papers 29

James R Rogers

Columbia University

Co-authored papers 6

Karthik Natarajan

Columbia University Irving Medical Center

Co-authored papers 5

George Hripcsak

Columbia University

Co-authored papers 5

Christopher V Barback

Co-authored papers 5

Sarah L Blair

University of California

Co-authored papers 5

Ning Shang

Columbia University Irving Medical Center

Co-authored papers 4

Patrick B Ryan

Columbia University Irving Medical Center

Co-authored papers 3

Jennifer J Hadlock

Institute for Systems Biology

Co-authored papers 3

Karamarie Fecho

Renaissance Computing Institute (RENCI), University of North Carolina at Chapel Hill

Co-authored papers 3

Gustavo Glusman

Institute for Systems Biology

Co-authored papers 3

Michel Dumontier

Institute of Data Science, Maastricht University

Co-authored papers 2

Christopher G Chute

Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota

Co-authored papers 2

Kai Wang

University of Pennsylvania

Co-authored papers 2

Adler Perotte

Columbia University

Co-authored papers 2

Emily R Pfaff

University of North Carolina

Co-authored papers 2

Nicholas P Tatonetti

Columbia Universtiy College of Physicians and Surgeons