Multiple sclerosis lesion segmentation with tiramisu and 2.5 d stacked slices H Zhang, AM Valcarcel, R Bakshi, R Chu, F Bagnato, RT Shinohara, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 76 | 2019 |
Anatomical context protects deep learning from adversarial perturbations in medical imaging Y Li, H Zhang, C Bermudez, Y Chen, BA Landman, Y Vorobeychik Neurocomputing 379, 370-378, 2020 | 42 | 2020 |
Multiple sclerosis lesion segmentation-a survey of supervised cnn-based methods H Zhang, I Oguz Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021 | 23 | 2021 |
Moddrop++: A dynamic filter network with intra-subject co-training for multiple sclerosis lesion segmentation with missing modalities H Liu, Y Fan, H Li, J Wang, D Hu, C Cui, HH Lee, H Zhang, I Oguz International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 19 | 2022 |
MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNs H Li, H Zhang, H Johnson, JD Long, JS Paulsen, I Oguz Medical Imaging 2021: Image Processing 11596, 236-243, 2021 | 14 | 2021 |
Robust multiple sclerosis lesion inpainting with edge prior H Zhang, R Bakshi, F Bagnato, I Oguz Machine Learning in Medical Imaging: 11th International Workshop, MLMI 2020 …, 2020 | 10 | 2020 |
Generalizing MRI subcortical segmentation to neurodegeneration H Li, H Zhang, D Hu, H Johnson, JD Long, JS Paulsen, I Oguz Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro …, 2020 | 9 | 2020 |
Segmentation of new MS lesions with tiramisu and 2.5 D stacked slices H Zhang, H Li, I Oguz MSSEG-2 challenge proceedings: Multiple sclerosis new lesions segmentation …, 2021 | 8 | 2021 |
Unsupervised cross-modality domain adaptation for segmenting vestibular schwannoma and cochlea with data augmentation and model ensemble H Li, D Hu, Q Zhu, KE Larson, H Zhang, I Oguz International MICCAI Brainlesion Workshop, 518-528, 2021 | 7 | 2021 |
Longitudinal subcortical segmentation with deep learning H Li, H Zhang, H Johnson, JD Long, JS Paulsen, I Oguz Medical Imaging 2021: Image Processing 11596, 73-81, 2021 | 6 | 2021 |
A novel transcutaneous NFC uplink system symbiotic with inductive wireless power supply under ultra low coupling coefficient C Gong, D Liu, Z Miao, H Zhang 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2015 | 4 | 2015 |
Domain generalization for robust MS lesion segmentation H Zhang, H Li, K Larson, K Hett, I Oguz Medical Imaging 2023: Image Processing 12464, 195-202, 2023 | | 2023 |
Improving Automated Quantification of MS Injuries with Deep Learning H Zhang Vanderbilt University, 2021 | | 2021 |