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Dakai Jin
Dakai Jin
Staff Scientist, PAII Inc.
Verified email at paii-labs.com - Homepage
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Cited by
Year
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
1372019
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
1352018
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
802016
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
692020
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
622016
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
472017
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
462014
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
442019
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
412018
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
392013
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
382019
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
362017
Skeletonization: Theory, Methods, and Applications
PK Saha, G Borgefors, G Sanniti di Baja
Academic Press, 2017
362017
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
342020
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
292015
Artificial intelligence in medicine: technical basis and clinical applications
L Xing, ML Giger, JK Min
Academic Press, 2020
282020
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
282015
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
262019
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
232020
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
232018
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