|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|Aqueous urea solutions: structure, energetics, and urea aggregation|
MC Stumpe, H Grubmüller
The Journal of Physical Chemistry B 111 (22), 6220-6228, 2007
|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
|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
|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
|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
|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
|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
|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
|Calculation of local water densities in biological systems: a comparison of molecular dynamics simulations and the 3D-RISM-KH molecular theory of solvation|
MC Stumpe, N Blinov, D Wishart, A Kovalenko, VS Pande
The journal of physical chemistry B 115 (2), 319-328, 2011