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Martin C. Stumpe | Researchclopedia

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Martin C. Stumpe

Tempus Labs (United States)ORCID

101

Works

15,733

Citations

34

h-index

43

i10-index

Research Topics

AI in cancer detection Radiomics and Machine Learning in Medical Imaging Cancer Genomics and Diagnostics

Affiliations

Ames Research Center2012–2012

Google (United States)2015–2020

World Vision2013–2014

Naval Medical Center San Diego2018–2018

Max Planck Society2008–2009

Top Works

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan,Lily Peng,et al.

20167,267 citations

Astronomy and Astrophysical Research

Stellar, planetary, and galactic studies

PLANETARY CANDIDATES OBSERVED BY <i>KEPLER</i> . III. ANALYSIS OF THE FIRST 16 MONTHS OF DATA

Natalie M. Batalha,Jason F. Rowe,et al.

20131,012 citations

<i>Kepler</i>Presearch Data Conditioning II - A Bayesian Approach to Systematic Error Correction

Jeffrey C. Smith,Martin C. Stumpe,et al.

2012979 citations

Multiscale Systematic Error Correction via Wavelet-Based Bandsplitting in<i>Kepler</i>Data

Martin C. Stumpe,Jeffrey C. Smith,et al.

2014649 citations

Detecting Cancer Metastases on Gigapixel Pathology Images

Yun Liu,Krishna Gadepalli,et al.

2017521 citations

Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer

Kunal Nagpal,Davis Foote,et al.

2019485 citations

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

David F. Steiner,Robert MacDonald,et al.

2018468 citations

Artificial Intelligence–Based Breast Cancer Nodal Metastasis Detection: Insights Into the Black Box for Pathologists

Yun Liu,Timo Kohlberger,et al.

2018384 citations

Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making

Carrie J. Cai,Emily Reif,et al.

2019379 citations