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Learning Incrementally to Segment Multiple Organs in a CT Image

Learning Incrementally to Segment Multiple Organs in a CT Image

4 March 2022
Peng Liu
Xia Wang
Mengsi Fan
Hongli Pan
Minmin Yin
Xiaohong Zhu
Dandan Du
Xiaoying Zhao
Li Xiao
Liangjing Ding
Xingwang Wu
S. Kevin Zhou
    CLL
ArXiv (abs)PDFHTML

Papers citing "Learning Incrementally to Segment Multiple Organs in a CT Image"

14 / 14 papers shown
Title
Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation
Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation
Julia Hindel
Ema Mekic
Enamundram Naga Karthik
Rohit Mohan
Daniele Cattaneo
Maria Kalweit
Abhinav Valada
186
0
0
03 Aug 2025
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL
Xiaoming Qi
Jingyang Zhang
Huazhu Fu
Guanyu Yang
Shuo Li
Yueming Jin
FedML
211
0
0
23 Mar 2025
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment
  Whole-Body Organs in CT with Light-Weighted Adaptation
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted AdaptationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Vince Zhu
Zhanghexuan Ji
Dazhou Guo
Puyang Wang
Yingda Xia
Le Lu
Xianghua Ye
Wei-wei Zhu
Dakai Jin
ViTMedImCLL
162
2
0
07 Oct 2024
Comprehensive Generative Replay for Task-Incremental Segmentation with
  Concurrent Appearance and Semantic Forgetting
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting
Wei Li
Jingyang Zhang
Pheng-Ann Heng
Lixu Gu
CLLDiffM
190
4
0
28 Jun 2024
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation
Low-Rank Mixture-of-Experts for Continual Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Qian Chen
Lei Zhu
Hangzhou He
Xinliang Zhang
Shuang Zeng
Qiushi Ren
Yanye Lu
CLL
138
11
0
19 Jun 2024
Universal and Extensible Language-Vision Models for Organ Segmentation
  and Tumor Detection from Abdominal Computed Tomography
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography
Jie Liu
Yixiao Zhang
Kang Wang
Mehmet Can Yavuz
Xiaoxi Chen
...
Haoliang Li
Yang Yang
Yaoyao Liu
Yucheng Tang
Zongwei Zhou
MedImVLM
238
42
0
28 May 2024
Leveraging AI Predicted and Expert Revised Annotations in Interactive
  Segmentation: Continual Tuning or Full Training?
Leveraging AI Predicted and Expert Revised Annotations in Interactive Segmentation: Continual Tuning or Full Training?
Tiezheng Zhang
Xiaoxi Chen
Chongyu Qu
Yaoyao Liu
Zongwei Zhou
CLL
188
9
0
29 Feb 2024
Continual Learning in Medical Image Analysis: A Comprehensive Review of
  Recent Advancements and Future Prospects
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects
Pratibha Kumari
Joohi Chauhan
Afshin Bozorgpour
Boqiang Huang
Reza Azad
Dorit Merhof
310
19
0
28 Dec 2023
CLIP in Medical Imaging: A Comprehensive Survey
CLIP in Medical Imaging: A Comprehensive SurveyMedical Image Analysis (MIA), 2023
Zihao Zhao
Yuxiao Liu
Han Wu
Yonghao Li
Sheng Wang
L. Teng
Disheng Liu
Zhiming Cui
Qian Wang
Hongtu Zhu
CLIPMedImLM&MAVLM
457
43
0
12 Dec 2023
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method
  and Application
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Bo Yuan
Danpei Zhao
3DVCLL
269
30
0
22 Oct 2023
Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
Continual Learning for Abdominal Multi-Organ and Tumor SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yixiao Zhang
Xinyi Li
Huimiao Chen
Alan Yuille
Yaoyao Liu
Zongwei Zhou
CLL
243
52
0
01 Jun 2023
Incremental Learning for Heterogeneous Structure Segmentation in Brain
  Tumor MRI
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI
Xiaofeng Liu
Helen A. Shih
Fangxu Xing
E. Santarnecchi
Xiaofeng Liu
Jonghye Woo
CLL
214
7
0
30 May 2023
Multi-site Organ Segmentation with Federated Partial Supervision and
  Site Adaptation
Multi-site Organ Segmentation with Federated Partial Supervision and Site Adaptation
Peng Liu
Mengke Sun
S. Kevin Zhou
OOD
122
5
0
08 Feb 2023
Continual Segment: Towards a Single, Unified and Accessible Continual
  Segmentation Model of 143 Whole-body Organs in CT Scans
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT ScansIEEE International Conference on Computer Vision (ICCV), 2023
Zhanghexuan Ji
Dazhou Guo
Puyang Wang
Ke Yan
Le Lu
...
Qifeng Wang
J. Ge
Mingchen Gao
X. Ye
D. Jin
OOD
199
28
0
01 Feb 2023
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