Prediction of total knee replacement and diagnosis of osteoarthritis by using deep learning on knee radiographs: data from the osteoarthritis initiative K Leung, B Zhang, J Tan, Y Shen, KJ Geras, JS Babb, K Cho, G Chang, ... Radiology 296 (3), 584-593, 2020 | 157 | 2020 |
A critical look at the current train/test split in machine learning J Tan, J Yang, S Wu, G Chen, J Zhao arXiv preprint arXiv:2106.04525, 2021 | 61 | 2021 |
Attention-based cnn for kl grade classification: Data from the osteoarthritis initiative B Zhang, J Tan, K Cho, G Chang, CM Deniz 2020 IEEE 17th international symposium on biomedical imaging (ISBI), 731-735, 2020 | 49 | 2020 |
Cell-type-specific prediction of 3D chromatin organization enables high-throughput in silico genetic screening J Tan, N Shenker-Tauris, J Rodriguez-Hernaez, E Wang, ... Nature biotechnology 41 (8), 1140-1150, 2023 | 43 | 2023 |
The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images J Hirvasniemi, J Runhaar, RA van der Heijden, M Zokaeinikoo, M Yang, ... Osteoarthritis and cartilage 31 (1), 115-125, 2023 | 32 | 2023 |
Proteogenomic insights suggest druggable pathways in endometrial carcinoma Y Dou, L Katsnelson, MA Gritsenko, Y Hu, B Reva, R Hong, YT Wang, ... Cancer cell 41 (9), 1586-1605. e15, 2023 | 14 | 2023 |
Cell type-specific prediction of 3D chromatin architecture J Tan, J Rodriguez-Hernaez, T Sakellaropoulos, F Boccalatte, I Aifantis, ... bioRxiv, 2022.03. 05.483136, 2022 | 6 | 2022 |
Deep learning integrates histopathology and proteogenomics at a pan-cancer level JM Wang, R Hong, EG Demicco, J Tan, R Lazcano, AL Moreira, Y Li, ... Cell Reports Medicine 4 (9), 2023 | 4 | 2023 |
Notable Site Recognition using Deep Learning on Mobile and Crowd-sourced Imagery J Tan, A Noulas, D Sáez, R Schifanella 2020 21st IEEE International Conference on Mobile Data Management (MDM), 137-147, 2020 | 1* | 2020 |
Semi-supervised learning for predicting total knee replacement with unsupervised data augmentation J Tan, B Zhang, K Cho, G Chang, CM Deniz Medical Imaging 2020: Computer-Aided Diagnosis 11314, 153-161, 2020 | | 2020 |