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Martin Stumpe
Martin Stumpe
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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
45792016
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
10642013
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
6402012
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
5702017
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
5092012
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
3132007
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
3102014
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, 2018
2672018
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), 1-10, 2019
2572019
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
2552012
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
2362012
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
2352012
Aqueous urea solutions: structure, energetics, and urea aggregation
MC Stumpe, H Grubmüller
The Journal of Physical Chemistry B 111 (22), 6220-6228, 2007
2242007
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
2122019
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
1952019
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
1462012
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
1382019
Kepler-20: A Sun-like Star with Three Sub-Neptune Exoplanets and Two Earth-size Candidates
TN Gautier, D Charbonneau, JF Rowe, GW Marcy, H Isaacson, G Torres, ...
The Astrophysical Journal 749, 15, 2012
1302012
Harvester ants use interactions to regulate forager activation and availability
N Pinter-Wollman, A Bala, A Merrell, J Queirolo, MC Stumpe, S Holmes, ...
Animal Behaviour 86 (1), 197-207, 2013
1072013
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
962020
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