| 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 | 120 | 2018 |
| 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 | 119 | 2019 |
| 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 | 75 | 2016 |
| 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 | 62 | 2016 |
| 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, 2020 | 61 | 2020 |
| 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 | 44 | 2014 |
| 3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels D Jin, Z Xu, AP Harrison, K George, DJ Mollura MICCAI Workshop on Machine Learning in Medical Imaging 10541, 141-149, 2017 | 42 | 2017 |
| 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 | 38 | 2017 |
| 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 | 37 | 2019 |
| A new fuzzy skeletonization algorithm and its applications to medical imaging D Jin, PK Saha International Conference on Image Analysis and Processing, 662-671, 2013 | 37 | 2013 |
| 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 | 33 | 2018 |
| Skeletonization: Theory, Methods, and Applications PK Saha, G Borgefors, G Sanniti di Baja Academic Press, 2017 | 33 | 2017 |
| 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 | 31 | 2019 |
| 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 | 28 | 2020 |
| Characterization of trabecular bone plate‐rod microarchitecture using multirow detector CT and the tensor scale: Algorithms, validation, and applications to pilot human studies PK Saha, Y Liu, C Chen, D Jin, EM Letuchy, Z Xu, RE Amelon, TL Burns, ... Medical physics 42 (9), 5410-5425, 2015 | 27 | 2015 |
| 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 | 23 | 2019 |
| Fuzzy Object Skeletonization: Theory, Algorithms, and Applications PK Saha, D Jin, Y Liu, GE Christensen, C Chen IEEE Transactions on Visualization and Computer Graphics 24 (8), 2298-2314, 2018 | 22 | 2018 |
| Automated cortical bone segmentation for multirow‐detector CT imaging with validation and application to human studies C Li, D Jin, C Chen, EM Letuchy, KF Janz, TL Burns, JC Torner, SM Levy, ... Medical physics 42 (8), 4553-4565, 2015 | 22 | 2015 |
| 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 | 18 | 2020 |
| 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, ... arXiv preprint arXiv:2012.02383, 2020 | 15 | 2020 |
Punam Kumar SahaProfessor, University of IowaVerified email at uiowa.edu
