|Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning|
R Poplin, AV Varadarajan, K Blumer, Y Liu, MV McConnell, GS Corrado, ...
Nature Biomedical Engineering 2 (3), 158, 2018
|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
|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
|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
|How to read articles that use machine learning: Users’ Guides to the Medical Literature|
Y Liu, PHC Chen, J Krause, L Peng
Jama 322 (18), 1806-1816, 2019
|Charting the Landscape of Tandem BRCT Domain-Mediated Protein Interactions|
NT Woods, RD Mesquita, M Sweet, MA Carvalho, X Li, Y Liu, H Nguyen, ...
Science Signalling 5 (242), rs6, 2012
|An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis|
MCS Po-Hsuan Cameron Chen, Krishna Gadepalli, Robert MacDonald, Yun Liu ...
Nature Medicine, 2019
|LS-SNP/PDB: annotated non-synonymous SNPs mapped to Protein Data Bank structures|
M Ryan, M Diekhans, S Lien, Y Liu, R Karchin
Bioinformatics 25 (11), 1431-1432, 2009
|Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation|
A Majkowska, S Mittal, DF Steiner, JJ Reicher, SM McKinney, GE Duggan, ...
|How to develop machine learning models for healthcare|
PHC Chen*, Y Liu*, L Peng
Nature Materials 18 (5), 410, 2019
|A deep learning system for differential diagnosis of skin diseases|
Y Liu, A Jain, C Eng, DH Way, K Lee, P Bui, K Kanada, ...
Nature Medicine, 2020
|Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs|
S Phene, RC Dunn, N Hammel, Y Liu, J Krause, N Kitade, ...
Ophthalmology 126 (12), 1627-1639, 2019
|Detection of anaemia from retinal fundus images via deep learning|
A Mitani, A Huang, S Venugopalan, GS Corrado, L Peng, DR Webster, ...
Nature Biomedical Engineering, 2019
|Similar image search for histopathology: SMILY|
MCS Narayan Hegde, Jason D Hipp, Yun Liu, Michael E Buck, Emily Reif, Daniel ...
npj Digital Medicine 2 (1), 56, 2019
|ECG morphological variability in beat space for risk stratification after acute coronary syndrome|
Y Liu, Z Syed, BM Scirica, DA Morrow, JV Guttag, CM Stultz
Journal of the American Heart Association: Cardiovascular and …, 2014
|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, 2020
|Improved eIF4E binding peptides by phage display guided design: plasticity of interacting surfaces yield collective effects|
W Zhou, ST Quah, CS Verma, Y Liu, DP Lane, CJ Brown
PloS one 7 (10), 2012
|Beatquency domain and machine learning improve prediction of cardiovascular death after acute coronary syndrome|
Y Liu, BM Scirica, CM Stultz, JV Guttag
Scientific reports 6 (1), 1-10, 2016
|Whole-slide image focus quality: Automatic assessment and impact on ai cancer detection|
T Kohlberger, Y Liu, M Moran, PHC Chen, T Brown, JD Hipp, CH Mermel, ...
Journal of Pathology Informatics 10 (1), 39, 2019