Yun Liu
Yun Liu
Staff Research Scientist, Google Health
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
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
6062018
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
4462017
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
1482019
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
1402018
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
1322019
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
1122019
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
942012
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
77*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
732009
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, ...
Radiology, 2019
612019
How to develop machine learning models for healthcare
PHC Chen*, Y Liu*, L Peng
Nature Materials 18 (5), 410, 2019
452019
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
392020
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
382019
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
342019
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
32*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
282014
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
212020
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
182012
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
142016
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
132019
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Articles 1–20