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Martin Stumpe
Martin Stumpe
Danaher Corporation
Verified email at google.com - Homepage
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Cited by
Year
Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs
V Gulshan, L Peng, M Coram, MC Stumpe, D Wu, A Narayanaswamy, ...
jama 316 (22), 2402-2410, 2016
72512016
Planetary candidates observed by Kepler. III. Analysis of the first 16 months of data
NM Batalha, JF Rowe, ST Bryson, T Barclay, CJ Burke, DA Caldwell, ...
The Astrophysical Journal Supplement Series 204 (2), 24, 2013
11862013
Kepler Presearch Data Conditioning II - A Bayesian Approach to Systematic Error Correction
JC Smith, MC Stumpe, JE Van Cleve, JM Jenkins, TS Barclay, MN Fanelli, ...
Publications of the Astronomical Society of the Pacific 124 (919), 1000-1014, 2012
9892012
Kepler Presearch Data Conditioning I - Architecture and Algorithms for Error Correction in Kepler Light Curves
MC Stumpe, JC Smith, JE Van Cleve, JD Twicken, TS Barclay, MN Fanelli, ...
Publications of the Astronomical Society of the Pacific 124 (919), 985-999, 2012
8362012
Detecting cancer metastases on gigapixel pathology images
Y Liu, K Gadepalli, M Norouzi, GE Dahl, T Kohlberger, A Boyko, ...
arXiv preprint arXiv:1703.02442, 2017
7792017
Multiscale systematic error correction via wavelet-based bandsplitting in Kepler data
MC Stumpe, JC Smith, JH Catanzarite, JE Van Cleve, JM Jenkins, ...
Publications of the Astronomical Society of the Pacific 126 (935), 100, 2014
6152014
Human-centered tools for coping with imperfect algorithms during medical decision-making
CJ Cai, E Reif, N Hegde, J Hipp, B Kim, D Smilkov, M Wattenberg, ...
Proceedings of the 2019 chi conference on human factors in computing systems …, 2019
4782019
Impact of deep learning assistance on the histopathologic review of lymph nodes for metastatic breast cancer
DF Steiner, R MacDonald, Y Liu, P Truszkowski, JD Hipp, C Gammage, ...
The American journal of surgical pathology 42 (12), 1636-1646, 2018
4642018
Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer
K Nagpal, D Foote, Y Liu, PHC Chen, E Wulczyn, F Tan, N Olson, ...
NPJ digital medicine 2 (1), 48, 2019
4542019
Artificial intelligence–based breast cancer nodal metastasis detection: insights into the black box for pathologists
Y Liu, T Kohlberger, M Norouzi, GE Dahl, JL Smith, A Mohtashamian, ...
Archives of pathology & laboratory medicine 143 (7), 859-868, 2019
3752019
Interaction of urea with amino acids: implications for urea-induced protein denaturation
MC Stumpe, H Grubmüller
Journal of the American Chemical Society 129 (51), 16126-16131, 2007
3722007
Probing the core structure and evolution of red giants using gravity-dominated mixed modes observed with Kepler
B Mosser, MJ Goupil, K Belkacem, E Michel, D Stello, JP Marques, ...
Astronomy & Astrophysics 540, A143, 2012
2872012
An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis
PHC Chen, K Gadepalli, R MacDonald, Y Liu, S Kadowaki, K Nagpal, ...
Nature medicine 25 (9), 1453-1457, 2019
2692019
The Derivation, Properties, and Value of Kepler's Combined Differential Photometric Precision
JL Christiansen, JM Jenkins, DA Caldwell, CJ Burke, P Tenenbaum, ...
Publications of the Astronomical Society of the Pacific 124 (922), 1279-1287, 2012
2642012
Aqueous urea solutions: structure, energetics, and urea aggregation
MC Stumpe, H Grubmüller
The Journal of Physical Chemistry B 111 (22), 6220-6228, 2007
2592007
Fundamental properties of stars using asteroseismology from Kepler and CoRoT and interferometry from the CHARA array
D Huber, MJ Ireland, TR Bedding, IM Brandão, L Piau, V Maestro, ...
The Astrophysical Journal 760 (1), 32, 2012
2542012
Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network
S Raghunath, AE Ulloa Cerna, L Jing, DP VanMaanen, J Stough, ...
Nature medicine 26 (6), 886-891, 2020
2432020
Deep learning-based survival prediction for multiple cancer types using histopathology images
E Wulczyn, DF Steiner, Z Xu, A Sadhwani, H Wang, I Flament-Auvigne, ...
PloS one 15 (6), e0233678, 2020
2372020
Development and validation of a deep learning algorithm for Gleason grading of prostate cancer from biopsy specimens
K Nagpal, D Foote, F Tan, Y Liu, PHC Chen, DF Steiner, N Manoj, ...
JAMA oncology 6 (9), 1372-1380, 2020
1702020
Oscillation mode frequencies of 61 main sequence and subgiant stars observed by Kepler
T Appourchaux, WJ Chaplin, RA García, M Gruberbauer, GA Verner, ...
Astronomy & Astrophysics, A54, 2012
1582012
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