Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning CI Hsieh, K Zheng, C Lin, L Mei, L Lu, W Li, FP Chen, Y Wang, X Zhou, ... Nature communications 12 (1), 5472, 2021 | 78 | 2021 |
Automatic vertebra localization and identification in CT by spine rectification and anatomically-constrained optimization F Wang, K Zheng, L Lu, J Xiao, M Wu, S Miao Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 23 | 2021 |
Towards a single unified model for effective detection, segmentation, and diagnosis of eight major cancers using a large collection of ct scans J Chen, Y Xia, J Yao, K Yan, J Zhang, L Lu, F Wang, B Zhou, M Qiu, Q Yu, ... arXiv preprint arXiv:2301.12291 2, 2023 | 14 | 2023 |
Semi-supervised learning for bone mineral density estimation in hip X-ray images K Zheng, Y Wang, XY Zhou, F Wang, L Lu, C Lin, L Huang, G Xie, J Xiao, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 11 | 2021 |
Lumbar bone mineral density estimation from chest X-ray images: Anatomy-aware attentive multi-ROI modeling F Wang, K Zheng, L Lu, J Xiao, M Wu, CF Kuo, S Miao IEEE Transactions on Medical Imaging 42 (1), 257-267, 2022 | 6 | 2022 |
Opportunistic screening of osteoporosis using plain film chest X-ray F Wang, K Zheng, Y Wang, X Zhou, L Lu, J Xiao, M Wu, CF Kuo, S Miao Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021 …, 2021 | 5 | 2021 |
Scalable Semi-supervised Landmark Localization for X-ray Images Using Few-Shot Deep Adaptive Graph SM Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang ... Deep Generative Models, and Data Augmentation, Labelling, and Imperfections …, 2021 | 4* | 2021 |
A cascaded approach for ultraly high performance lesion detection and false positive removal in liver CT scans F Wang, CT Cheng, CW Peng, K Yan, M Wu, L Lu, CH Liao, L Zhang arXiv preprint arXiv:2306.16036, 2023 | 3 | 2023 |
Liver tumor screening and diagnosis in CT with pixel-lesion-patient network K Yan, X Yin, Y Xia, F Wang, S Wang, Y Gao, J Yao, C Li, X Bai, J Zhou, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
CancerUniT: Towards a single unified model for effective detection, segmentation, and diagnosis of eight major cancers using a large collection of CT scans J Chen, Y Xia, J Yao, K Yan, J Zhang, L Lu, F Wang, B Zhou, M Qiu, Q Yu, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 2 | 2023 |
Automatic Joint Space Assessment in Hand Radiographs with Deep Learning Among Patients with Rheumatoid Arthritis YJ Huang, CF Kuo, F Wang, S Miao, K Zheng, L Lu ARTHRITIS & RHEUMATOLOGY 72, 2020 | 2 | 2020 |
Method and device for vertebra localization and identification S Miao, W Fakai, K Zheng, L Lu US Patent 11,704,798, 2023 | | 2023 |
Deep Learning Applications in Bone Mineral Density Estimation, Spine Vertebra Detection, and Liver Tumor Segmentation F Wang University of Maryland, College Park, 2023 | | 2023 |
Method, system, and storage medium for opportunistic screening of osteoporosis using plain film chest x-ray (cxr) W Fakai, CF Kuo, K Zheng, S Miao, Y Wang, L Lu US Patent App. 17/689,208, 2022 | | 2022 |
Automated and Precise Bone Mineral Density Prediction and Fracture Risk Assessment using Hip/Lumbar Spine Plain Radiographs via Learning Deep Image Signatures and Correlations CI Hsieh, K Zheng, C Lin, L Lu, W Li, FP Chen, Y Wang, X Chou, F Wang, ... | | 2021 |
Joint Space Narrowing Classification based on Hand X-Ray Image F Wang University of Maryland, College Park, 2020 | | 2020 |