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Jiarong Ye
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Selective synthetic augmentation with HistoGAN for improved histopathology image classification
Y Xue, J Ye, Q Zhou, LR Long, S Antani, Z Xue, C Cornwell, R Zaino, ...
Medical Image Analysis 67, 101816, 2021
962021
Synthetic augmentation and feature-based filtering for improved cervical histopathology image classification
Y Xue, Q Zhou, J Ye, LR Long, S Antani, C Cornwell, Z Xue, X Huang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
552019
Rapid biomarker screening of Alzheimer’s disease by interpretable machine learning and graphene-assisted Raman spectroscopy
Z Wang, J Ye, K Zhang, L Ding, T Granzier-Nakajima, JC Ranasinghe, ...
ACS nano 16 (4), 6426-6436, 2022
282022
Synthetic sample selection via reinforcement learning
J Ye, Y Xue, LR Long, S Antani, Z Xue, KC Cheng, X Huang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
272020
Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning
J Ye, YT Yeh, Y Xue, Z Wang, N Zhang, H Liu, K Zhang, Z Yu, A Roder, ...
Proceedings of the National Academy of Sciences 119, e2118836119, 2022
242022
Synthetic Augmentation with Large-Scale Unconditional Pre-training
J Ye, H Ni, P Jin, SX Huang, Y Xue
International Conference on Medical Image Computing and Computer-Assisted …, 2023
72023
A multi-attribute controllable generative model for histopathology image synthesis
J Ye, Y Xue, P Liu, R Zaino, KC Cheng, X Huang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
52021
Selective Synthetic Augmentation with Quality Assurance
Y Xue, J Ye, R Long, S Antani, Z Xue, X Huang
arXiv preprint arXiv:1912.03837, 2019
42019
Cluster-based histopathology phenotype representation learning by self-supervised multi-class-token hierarchical ViT
J Ye, S Kalra, MS Miri
Scientific Reports 14 (1), 3202, 2024
2024
Strain-Level Identification and Analysis of Avian Coronavirus Using Raman Spectroscopy and Interpretable Machine Learning
P Jin, YT Yeh, J Ye, Z Wang, Y Xue, N Zhang, S Huang, E Ghedin, H Lu, ...
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023
2023
Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning (preprint)
J Ye, YT Yeh, Y Xue, Z Wang, N Zhang, H Liu, K Zhang, RA Ricker, Z Yu, ...
2022
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