Stebėti
Renyu Zhang
Pavadinimas
Cituota
Cituota
Metai
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
10472017
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
722016
Evaluating and interpreting caption prediction for histopathology images
R Zhang, C Weber, R Grossman, AA Khan
Machine Learning for Healthcare Conference, 418-435, 2020
132020
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
42018
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
32023
Evaluation of hyperbolic attention in histopathology images
R Zhang, AA Khan, RL Grossman
2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020
32020
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
32020
BALanCe: deep Bayesian active learning via equivalence class annealing
R Zhang, AA Khan, RL Grossman, Y Chen
arXiv preprint arXiv:2112.13737, 2021
22021
Machine Learning for Histopathology Images in Low-Data Regimes
R Zhang
The University of Chicago, 2024
12024
Efficient and Generalizable Prediction of Molecular Alterations in Multiple-Cancer Cohorts Using Hematoxylin and Eosin Whole Slide Images
K Ingale, SH Hong, Q Hu, R Zhang, BL Osinski, M Khoshdeli, J Och, ...
Modern Pathology 38 (4), 100691, 2025
2025
Efficient and generalizable prediction of molecular alterations in multiple cancer cohorts using H&E whole slide images
K Ingale, SH Hong, Q Hu, R Zhang, B Osinski, M Khoshdeli, J Och, ...
arXiv preprint arXiv:2407.15816, 2024
2024
Enhancing Instance-Level Image Classification with Set-Level Labels
R Zhang, A Khan, Y Chen, R Grossman
The Twelfth International Conference on Learning Representations, 2024
2024
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
2023
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
S Song, E Mohsin, A Kuznetsov, C Weber, RL Grossman, AA Khan
NeurIPS 2023 AI for Science Workshop, 2023
2023
Enhancing Instance-Level Image Classification with Set-Level Labels
RLG Renyu Zhang, Aly A. Khan, Yuxin Chen
Medical Imaging meets NeurIPS, 2023
2023
Deep Bayesian Active Learning via Equivalence Class Annealing
R Zhang, AA Khan, RL Grossman, Y Chen
ReALML @ ICML2022, 2022
2022
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Straipsniai 1–17