David Uminsky

David Uminsky

University of Chicago

H-index: 17

North America-United States

About David Uminsky

David Uminsky, With an exceptional h-index of 17 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Chicago, specializes in the field of Applied Mathematics, Data Science.

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

Bridging the Gap? Public-Private Partnerships and Genetically Modified Crop Development for Smallholder Farmers in Africa

OMGMO: Original multi-modal dataset of genetically modified organisms in african agriculture

Reliance on metrics is a fundamental challenge for AI

Excerpt from Reliance on Metrics is a Fundamental Challenge for AI

Protocol Selection of Advanced Imaging Exams using Multi-steps Deep Learning Models

Toward Automatic Mammography Auditing via Universal Language Model Fine Tuning

Automatic Differential Cell Counts: All You Need Is Center Points

From Outlier to Normalcy: Community Partnering as a Pathway Toward Modularity, Sustainability and Diversity When Centering ‘Practice’in Data Science Education

David Uminsky Information

University

Position

___

Citations(all)

1176

Citations(since 2020)

473

Cited By

903

hIndex(all)

17

hIndex(since 2020)

11

i10Index(all)

22

i10Index(since 2020)

11

Email

University Profile Page

University of Chicago

Google Scholar

View Google Scholar Profile

David Uminsky Skills & Research Interests

Applied Mathematics

Data Science

Top articles of David Uminsky

Title

Journal

Author(s)

Publication Date

Bridging the Gap? Public-Private Partnerships and Genetically Modified Crop Development for Smallholder Farmers in Africa

Plants, People, Planet

Brian Dowd-Uribe

Joeva Rock

Trevor Spreadbury

Patricia Chiril

David Uminsky

2023/10/4

OMGMO: Original multi-modal dataset of genetically modified organisms in african agriculture

Daniel Grzenda

Trevor Spreadbury

Joeva Rock

Brian Dowd-Uribe

David Uminsky

2022/10/12

Reliance on metrics is a fundamental challenge for AI

Rachel L Thomas

David Uminsky

2022/5/13

Excerpt from Reliance on Metrics is a Fundamental Challenge for AI

Rachel L Thomas

David Uminsky

2022/5/12

Protocol Selection of Advanced Imaging Exams using Multi-steps Deep Learning Models

open science index 16 2022

C Cronister

TB Issa

D Uminsky

RW Filice

2022

Toward Automatic Mammography Auditing via Universal Language Model Fine Tuning

TB Issa

David Uminsky

A Shaw

R Makipour

Ross W Filice

2021/8/10

Automatic Differential Cell Counts: All You Need Is Center Points

LW Garratt

SMW Lee

A Shaw

JL Simpson

D Uminsky

2021/5

From Outlier to Normalcy: Community Partnering as a Pathway Toward Modularity, Sustainability and Diversity When Centering ‘Practice’in Data Science Education

Harvard Data Science Review

David Uminsky

2021/2/25

Differential cell counts using center-point networks achieves human-level accuracy and efficiency over segmentation

Scientific Reports

Sarada MW Lee

Andrew Shaw

Jodie L Simpson

David Uminsky

Luke W Garratt

2021/8/19

LUMÁWIG: Un-bottling the bottleneck distance for zero dimensional persistence diagrams at scale

Paul Samuel P Ignacio

Jay-Anne Bulauan

David Uminsky

2020

Identifying group contributions in NBA lineups with spectral analysis

Journal of Sports Analytics

Stephen Devlin

David Uminsky

2020/1/1

Lumáwig: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis

Algorithms

Paul Samuel Ignacio

Jay-Anne Bulauan

David Uminsky

2020

Video-rate acquisition fluorescence microscopy via generative adversarial networks

Tahir Bachar Issa

Claudio Vinegoni

Andrew Shaw

Paolo Fumene Feruglio

Ralph Weissleder

...

2020/10/26

See List of Professors in David Uminsky University(University of Chicago)

Co-Authors

H-index: 79
Andrea Bertozzi

Andrea Bertozzi

University of California, Los Angeles

H-index: 46
Xavier Bresson

Xavier Bresson

National University of Singapore

H-index: 36
Clarence Eugene Wayne

Clarence Eugene Wayne

Boston University

H-index: 33
Theodore Kolokolnikov

Theodore Kolokolnikov

Dalhousie University

H-index: 30
Stefan Siegmund

Stefan Siegmund

Technische Universität Dresden

H-index: 26
Thomas Laurent

Thomas Laurent

Loyola Marymount University

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