Scott Alexander Malec

Scott Alexander Malec

University of Pittsburgh

H-index: 6

North America-United States

About Scott Alexander Malec

Scott Alexander Malec, With an exceptional h-index of 6 and a recent h-index of 4 (since 2020), a distinguished researcher at University of Pittsburgh, specializes in the field of causal feature selection, knowledge representation, structural bias in observational studies.

His recent articles reflect a diverse array of research interests and contributions to the field:

An open source knowledge graph ecosystem for the life sciences

Causal feature selection using a knowledge graph combining structured knowledge from the biomedical literature and ontologies: a use case studying depression as a risk factor …

Does clinical data capture modifiable midlife risk factors for Alzheimer’s disease?

Using computable knowledge mined from the literature to elucidate confounders for EHR-based pharmacovigilance

Identification of Factors Associated with Subsequent Alzheimer's Disease Diagnosis Using Machine Learning Over Complex Large-scale Longitudinal Health Data

Exploring novel computable knowledge in structured drug product labels

Scott Alexander Malec Information

University

Position

Postdoctoral Scholar

Citations(all)

122

Citations(since 2020)

43

Cited By

83

hIndex(all)

6

hIndex(since 2020)

4

i10Index(all)

5

i10Index(since 2020)

0

Email

University Profile Page

University of Pittsburgh

Google Scholar

View Google Scholar Profile

Scott Alexander Malec Skills & Research Interests

causal feature selection

knowledge representation

structural bias in observational studies

Top articles of Scott Alexander Malec

Title

Journal

Author(s)

Publication Date

An open source knowledge graph ecosystem for the life sciences

Scientific Data

Tiffany J Callahan

Ignacio J Tripodi

Adrianne L Stefanski

Luca Cappelletti

Sanya B Taneja

...

2024/4/11

Causal feature selection using a knowledge graph combining structured knowledge from the biomedical literature and ontologies: a use case studying depression as a risk factor …

Journal of biomedical informatics

Scott A Malec

Sanya B Taneja

Steven M Albert

C Elizabeth Shaaban

Helmet T Karim

...

2023/6/1

Does clinical data capture modifiable midlife risk factors for Alzheimer’s disease?

Alzheimer's & Dementia

C Elizabeth Shaaban

Sanya B Taneja

Kailyn F Witonsky

Scott A Malec

Helmet T Karim

...

2021/12

Using computable knowledge mined from the literature to elucidate confounders for EHR-based pharmacovigilance

medRxiv

Scott Alexander Malec

Elmer Victor Bernstam

Peng Wei

Trevor Cohen

Richard David Boyce

2020/1/1

Identification of Factors Associated with Subsequent Alzheimer's Disease Diagnosis Using Machine Learning Over Complex Large-scale Longitudinal Health Data

Richard Boyce

Steven Albert

Paul Munro

2020

Exploring novel computable knowledge in structured drug product labels

AMIA Summits on Translational Science Proceedings

Scott A Malec

Richard D Boyce

2020

See List of Professors in Scott Alexander Malec University(University of Pittsburgh)

Co-Authors

H-index: 72
Steven Albert

Steven Albert

University of Pittsburgh

H-index: 33
Trevor Cohen

Trevor Cohen

University of Washington

H-index: 28
Richard D Boyce

Richard D Boyce

University of Pittsburgh

H-index: 22
Helmet Karim

Helmet Karim

University of Pittsburgh

H-index: 17
Raquel Hervás

Raquel Hervás

Universidad Complutense de Madrid

H-index: 14
Piroska Lendvai

Piroska Lendvai

Universität Basel

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