| Loss odyssey in medical image segmentation J Ma, J Chen, M Ng, R Huang, Y Li, C Li, X Yang, AL Martel Medical Image Analysis 71, 102035, 2021 | 610 | 2021 |
| Toward data‐efficient learning: A benchmark for COVID‐19 CT lung and infection segmentation J Ma, Y Wang, X An, C Ge, Z Yu, J Chen, Q Zhu, G Dong, J He, Z He, ... Medical physics 48 (3), 1197-1210, 2021 | 343* | 2021 |
| How distance transform maps boost segmentation CNNs: an empirical study J Ma, Z Wei, Y Zhang, Y Wang, R Lv, C Zhu, C Gaoxiang, J Liu, C Peng, ... Medical Imaging with Deep Learning, 479-492, 2020 | 101 | 2020 |
| No-reference quality assessment for screen content images based on hybrid region features fusion L Zheng, L Shen, J Chen, P An, J Luo IEEE Transactions on Multimedia 21 (8), 2057-2070, 2019 | 41 | 2019 |
| Naturalization module in neural networks for screen content image quality assessment J Chen, L Shen, L Zheng, X Jiang IEEE Signal Processing Letters 25 (11), 1685-1689, 2018 | 31 | 2018 |
| Potential of Raman spectroscopy in facilitating pharmaceutical formulations development–an AI perspective M Gao, S Liu, J Chen, KC Gordon, F Tian, CM McGoverin International Journal of Pharmaceutics 597, 120334, 2021 | 18 | 2021 |
| AMINN: autoencoder-based multiple instance neural network improves outcome prediction in multifocal liver metastases J Chen, HMC Cheung, L Milot, AL Martel Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 18 | 2021 |
| Unsupervised clustering of quantitative imaging phenotypes using autoencoder and gaussian mixture model J Chen, L Milot, HMC Cheung, AL Martel Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 17 | 2019 |
| Multi-layer domain adaptation for deep convolutional networks O Ciga, J Chen, A Martel Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019 | 16 | 2019 |
| Head and neck tumor segmentation with 3D UNet and survival prediction with multiple instance neural network J Chen, AL Martel 3D Head and Neck Tumor Segmentation in PET/CT Challenge, 221-229, 2022 | 7 | 2022 |
| Nnunet with region-based training and loss ensembles for brain tumor segmentation J Ma, J Chen International MICCAI Brainlesion Workshop, 421-430, 2021 | 7 | 2021 |
| Targeting tumour-associated macrophages in hodgkin lymphoma using engineered extracellular matrix-mimicking cryogels LC Bahlmann, C Xue, AA Chin, A Skirzynska, J Lu, B Thériault, D Uehling, ... Biomaterials 297, 122121, 2023 | 6 | 2023 |
| A radiomic biomarker for prognosis of resected colorectal cancer liver metastases generalizes across MRI contrast agents J Chen, HMC Cheung, PJ Karanicolas, NG Coburn, G Martel, A Lee, ... Frontiers in Oncology 13, 898854, 2023 | 3 | 2023 |
| Metastatic cancer outcome prediction with injective multiple instance pooling J Chen, AL Martel arXiv preprint arXiv:2203.04964, 2022 | 3 | 2022 |
| Detecting Noisy Labels with Repeated Cross-Validations J Chen, V Ramanathan, T Xu, AL Martel International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 2* | 2024 |
| Texture heterogeneity of breast tumour in magnetic resonance imaging can be explained by differentially regulated genes J Chen, Y Amemiya, G Kuling, H Fashandi, Y Yerofeyeva, H Hussein, ... CANCER RESEARCH 80 (4), 2020 | 1 | 2020 |
| Integrated image-processing and transcriptomic analysis of cancer-associated fibroblasts (CAFs) in breast cancer subtypes AM Cheung, H Besher, D Wang, K Liu, Y Amemiya, J Chen, AL Martel, ... Medical Imaging 2023: Digital and Computational Pathology 12471, 374-381, 2023 | | 2023 |
| General stain deconvolution of histopathology images with physics-guided deep learning J Chen, LY Liu, W Han, D Wang, AM Cheung, H Tsui, AL Martel bioRxiv, 2022.12. 06.519385, 2022 | | 2022 |
| The MICCAI Hackathon on reproducibility, diversity, and selection of papers at the MICCAI conference F Balsiger, A Jungo, J Chen, I Ezhov, S Liu, J Ma, JC Paetzold, ... arXiv preprint arXiv:2103.05437, 2021 | | 2021 |
Anne MartelMedical Biophysics, University of Toronto. Physical Sciences, Sunnybrook Research InstituteVerified email at utoronto.ca
