Martin C. Stumpe
Tempus Labs (United States)(US)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Cancer Genomics and Diagnostics, Astronomy and Astrophysical Research, Stellar, planetary, and galactic studies
Most-Cited Works
- → Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs(2016)7,251 cited
- → PLANETARY CANDIDATES OBSERVED BY KEPLER . III. ANALYSIS OF THE FIRST 16 MONTHS OF DATA(2013)1,011 cited
- → KeplerPresearch Data Conditioning II - A Bayesian Approach to Systematic Error Correction(2012)976 cited
- → Multiscale Systematic Error Correction via Wavelet-Based Bandsplitting inKeplerData(2014)647 cited
- → Detecting Cancer Metastases on Gigapixel Pathology Images(2017)521 cited
- → Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer(2019)484 cited
- → Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer(2018)467 cited
- → Artificial Intelligence–Based Breast Cancer Nodal Metastasis Detection: Insights Into the Black Box for Pathologists(2018)384 cited
- → Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making(2019)376 cited
- → An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis(2019)338 cited