| 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 | 267 | 2019 |
| 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 | 266 | 2019 |
| An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis PHC Chen, K Gadepalli, R MacDonald, Y Liu, K Nagpal, T Kohlberger, ... Nature Medicine, 2019 | 167* | 2019 |
| A Reduced-Dimension fMRI Shared Response Model PH Chen, J Chen, Y Yeshurun, U Hasson, JV Haxby, PJ Ramadge Neural Information Processing Systems (NIPS), 2015 | 143 | 2015 |
| 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 294 (2), 421-431, 2020 | 141 | 2020 |
| How to develop machine learning models for healthcare PHC Chen, Y Liu, L Peng Nature Materials 18 (5), 410, 2019 | 133 | 2019 |
| 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 | 104 | 2020 |
| 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, 2020 | 68 | 2020 |
| Artificial intelligence in digital breast pathology: Techniques and applications A Ibrahim, P Gamble, R Jaroensri, MM Abdelsamea, CH Mermel, ... The Breast 49, 267-273, 2020 | 68 | 2020 |
| Mapping Between fMRI Responses to Movies and their Natural Language Annotations K Vodrahalli, PH Chen, Y Liang, C Baldassano, J Chen, E Yong, C Honey, ... NeuroImage, 2017 | 62 | 2017 |
| Vulnerability of Antarctica’s ice shelves to meltwater-driven fracture CY Lai, J Kingslake, MG Wearing, PHC Chen, P Gentine, H Li, JJ Spergel, ... Nature, 2020 | 61 | 2020 |
| Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection T Kohlberger, Y Liu, M Moran, PHC Chen, T Brown, CH Mermel, JD Hipp, ... Journal of Pathology Informatics 10 (1), 39, 2019 | 43 | 2019 |
| Interpretable survival prediction for colorectal cancer using deep learning E Wulczyn, DF Steiner, M Moran, M Plass, R Reihs, F Tan, ... npj Digital Medicine 4 (1), 1-13, 2021 | 33 | 2021 |
| Current and future applications of artificial intelligence in pathology: a clinical perspective EA Rakha, M Toss, S Shiino, P Gamble, R Jaroensri, CH Mermel, ... Journal of clinical pathology 74 (7), 409-414, 2021 | 31 | 2021 |
| Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies DF Steiner, K Nagpal, R Sayres, DJ Foote, BD Wedin, A Pearce, CJ Cai, ... JAMA Network Open 3 (11), e2023267-e2023267, 2020 | 29 | 2020 |
| Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge W Bulten, K Kartasalo, PHC Chen, P Ström, H Pinckaers, K Nagpal, Y Cai, ... Nature Medicine, 2022 | 27 | 2022 |
| A convolutional autoencoder for multi-subject fMRI data aggregation PH Chen, X Zhu, H Zhang, JS Turek, J Chen, TL Willke, U Hasson, ... arXiv preprint arXiv:1608.04846, 2016 | 26 | 2016 |
| Determining breast cancer biomarker status and associated morphological features using deep learning P Gamble, R Jaroensri, H Wang, F Tan, M Moran, T Brown, ... Communications Medicine, 2021 | 24* | 2021 |
| Transfer learning on fMRI datasets H Zhang, PH Chen, P Ramadge International Conference on Artificial Intelligence and Statistics, 595-603, 2018 | 21 | 2018 |
| Closing the translation gap: AI applications in digital pathology DF Steiner, PHC Chen, CH Mermel Biochimica et Biophysica Acta (BBA)-Reviews on Cancer, 188452, 2020 | 19 | 2020 |
Yun LiuStaff Research Scientist, Google HealthVerified email at google.com
