Accurate de novo prediction of protein contact map by ultra-deep learning model S Wang, S Sun, Z Li, R Zhang, J Xu PLoS computational biology 13 (1), e1005324, 2017 | 970 | 2017 |
CoinFold: a web server for protein contact prediction and contact-assisted protein folding S Wang, W Li, R Zhang, S Liu, J Xu Nucleic acids research 44 (W1), W361-W366, 2016 | 71 | 2016 |
Adversarial deep learning for microsatellite instability prediction from histopathology slides R Zhang, BL Osinski, TJ Taxter, J Perera, DJ Lau, AA Khan Proceedings of the 1st Conference on Medical Imaging with Deep Learning …, 2018 | 8 | 2018 |
Evaluating and interpreting caption prediction for histopathology images R Zhang, C Weber, R Grossman, AA Khan Machine Learning for Healthcare Conference, 418-435, 2020 | 7 | 2020 |
H&E image-based consensus molecular subtype classification of colorectal cancer using weak labeling. AJ Kruger, L Sha, M Kannan, RP Joshi, BD Leibowitz, R Zhang, AA Khan, ... Journal of Clinical Oncology 38 (15_suppl), e16097-e16097, 2020 | 3 | 2020 |
Exploration in mapping kernel-based home range models from remote sensing imagery with conditional adversarial networks R Zheng, G Wu, C Yan, R Zhang, Z Luo, B Yan Remote Sensing 10 (11), 1722, 2018 | 3 | 2018 |
Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing R Zhang, AA Khan, RL Grossman, Y Chen https://openreview.net/pdf?id=GRZtigJljLY, 2023 | 2 | 2023 |
BALanCe: deep Bayesian active learning via equivalence class annealing R Zhang, AA Khan, RL Grossman, Y Chen arXiv preprint arXiv:2112.13737, 2021 | 2 | 2021 |
Evaluation of hyperbolic attention in histopathology images R Zhang, AA Khan, RL Grossman 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 2 | 2020 |
Enhancing Instance-Level Image Classification with Set-Level Labels R Zhang, AA Khan, Y Chen, RL Grossman arXiv preprint arXiv:2311.05659, 2023 | | 2023 |
ATAT: Automated Tissue Alignment and Traversal in Spatial Transcriptomics with Self-Supervised Learning S Song, E Mohsin, R Zhang, A Kuznetsov, L Shen, RL Grossman, ... bioRxiv, 2023.12. 08.570839, 2023 | | 2023 |
A generalizable and interpretable deep learning model for predicting microsatellite instability from routine histopathology images R Zhang, BL Osinski, TJ Taxter, J Perera, DJ Lau, AA Khan | | 2018 |
Deep Bayesian Active Learning via Equivalence Class Annealing R Zhang, AA Khan, RL Grossman, Y Chen | | |