Alert button
Picture for Gigin Lin

Gigin Lin

Alert button

Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging

Jun 19, 2023
Reza Kalantar, Sebastian Curcean, Jessica M Winfield, Gigin Lin, Christina Messiou, Matthew D Blackledge, Dow-Mu Koh

Figure 1 for Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging
Figure 2 for Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging
Figure 3 for Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging
Figure 4 for Deep Learning Framework with Multi-Head Dilated Encoders for Enhanced Segmentation of Cervical Cancer on Multiparametric Magnetic Resonance Imaging
Viaarxiv icon

Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection

May 05, 2021
Youbao Tang, Ke Yan, Jinzheng Cai, Lingyun Huang, Guotong Xie, Jing Xiao, Jingjing Lu, Gigin Lin, Le Lu

Figure 1 for Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection
Figure 2 for Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection
Figure 3 for Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection
Figure 4 for Lesion Segmentation and RECIST Diameter Prediction via Click-driven Attention and Dual-path Connection
Viaarxiv icon

Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss

May 03, 2021
Youbao Tang, Jinzheng Cai, Ke Yan, Lingyun Huang, Guotong Xie, Jing Xiao, Jingjing Lu, Gigin Lin, Le Lu

Figure 1 for Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss
Figure 2 for Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss
Figure 3 for Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss
Figure 4 for Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss
Viaarxiv icon

Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies

Dec 09, 2020
Jinzheng Cai, Youbao Tang, Ke Yan, Adam P. Harrison, Jing Xiao, Gigin Lin, Le Lu

Figure 1 for Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies
Figure 2 for Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies
Figure 3 for Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies
Figure 4 for Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies
Viaarxiv icon