Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge HJ Kuijf, JM Biesbroek, J de Bresser, R Heinen, S Andermatt, M Bento, ... IEEE Transactions on Medical Imaging 38 (11), 2556 - 2568, 2019 | 273 | 2019 |
CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation D Jin, Z Xu, Y Tang, AP Harrison, DJ Mollura Medical Image Computing and Computer Assisted Intervention (MICCAI 2018 …, 2018 | 218 | 2018 |
From Community Acquired Pneumonia to COVID-19: A Deep Learning Based Method for Quantitative Analysis of COVID-19 on thick-section CT Scans Z Li, Z Zhong, Y Li, T Zhang, L Gao, D Jin, Y Sun, X Ye, L Yu, Z Hu, J Xiao, ... European Radiology 30, 6828–6837, 2020 | 116 | 2020 |
Quantitative Dual Energy Computed Tomography Supports a Vascular Etiology of Smoking Induced Inflammatory Lung Disease KS Iyer, JD Newell, D Jin, MK Fuld, PK Saha, S Hansdottir, EA Hoffman American Journal of Respiratory and Critical Care Medicine 193 (6), 652-661, 2016 | 114 | 2016 |
Learning from multiple datasets with heterogeneous and partial labels for universal lesion detection in CT K Yan, J Cai, Y Zheng, AP Harrison, D Jin, YB Tang, YX Tang, L Huang, ... IEEE Transactions on Medical Imaging, 2020 | 81 | 2020 |
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search D Guo, D Jin, Z Zhu, TY Ho, AP Harrison, CH Chao, J Xiao, A Yuille, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 79 | 2020 |
A robust and efficient curve skeletonization algorithm for tree-like objects using minimum cost paths D Jin, KS Iyer, C Chen, EA Hoffman, PK Saha Pattern Recognition Letters 76, 32-40, 2016 | 77 | 2016 |
Lymphocyte-driven regional immunopathology in pneumonitis caused by impaired central immune tolerance EMN Ferré, TJ Break, PD Burbelo, M Allgäuer, DE Kleiner, D Jin, Z Xu, ... Science translational medicine 11 (495), eaav5597, 2019 | 71 | 2019 |
Self-supervised learning of pixel-wise anatomical embeddings in radiological images K Yan, J Cai, D Jin, S Miao, AP Harrison, D Guo, Y Tang, J Xiao, J Lu, ... IEEE Transactions on Medical Imaging, 2022 | 68 | 2022 |
3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels D Jin, Z Xu, AP Harrison, K George, DJ Mollura International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 68 | 2017 |
LViT: language meets vision transformer in medical image segmentation Z Li, Y Li, Q Li, P Wang, D Guo, L Lu, D Jin, Y Zhang, Q Hong IEEE Transactions on Medical Imaging, 2023 | 66 | 2023 |
DeepTarget: Gross tumor and clinical target volume segmentation in esophageal cancer radiotherapy D Jin, D Guo, TY Ho, AP Harrison, J Xiao, CK Tseng, L Lu Medical Image Analysis 68, 101909, 2021 | 63 | 2021 |
Artificial intelligence in medicine: technical basis and clinical applications L Xing, ML Giger, JK Min Academic Press, 2020 | 62 | 2020 |
Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT Using Two-stream Chained 3D Deep Network Fusion D Jin, D Guo, TY Ho, AP Harrison, J Xiao, C Tseng, L Lu International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 60 | 2019 |
A Robust Algorithm for Thickness Computation at Low Resolution and Its Application to in VivoTrabecular Bone CT Imaging Y Liu, D Jin, C Li, KF Janz, TL Burns, JC Torner, SM Levy, PK Saha IEEE Transactions on Biomedical Engineering 61 (7), 2057-2069, 2014 | 59 | 2014 |
Quantitative imaging of peripheral trabecular bone microarchitecture using MDCT C Chen, X Zhang, J Guo, D Jin, EM Letuchy, TL Burns, SM Levy, ... Medical Physics 45 (1), 236-249, 2018 | 58 | 2018 |
Skeletonization: Theory, Methods, and Applications PK Saha, G Borgefors, G Sanniti di Baja Academic Press, 2017 | 57 | 2017 |
A new fuzzy skeletonization algorithm and its applications to medical imaging D Jin, PK Saha Image Analysis and Processing–ICIAP 2013: 17th International Conference …, 2013 | 48 | 2013 |
Weakly Supervised Universal Fracture Detection in Pelvic X-Rays Y Wang, L Lu, CT Cheng, D Jin, AP Harrison, J Xiao, CH Liao, S Miao International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 45 | 2019 |
Pathological Pulmonary Lobe Segmentation from CT Images using Progressive Holistically Nested Neural Networks and Random Walker K George, AP Harrison, D Jin, Z Xu, DJ Mollura MICCAI workshop on Deep Learning in Medical Image Analysis and Multimodal …, 2017 | 44 | 2017 |