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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 Scans

1 February 2023
Zhanghexuan Ji
Dazhou Guo
Puyang Wang
Ke Yan
Le Lu
Minfeng Xu
Jingren Zhou
Qifeng Wang
J. Ge
Mingchen Gao
X. Ye
D. Jin
    OOD
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Papers citing "Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans"

16 / 16 papers shown
Title
Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis
Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis
Numan Saeed
Shahad Hardan
Muhammad Ridzuan
Nada Saadi
Karthik Nandakumar
Mohammad Yaqub
MedIm
88
0
0
18 Apr 2025
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL
Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL
Xiaoming Qi
Jingyang Zhang
H. Fu
Guanyu Yang
Shuo Li
Yueming Jin
FedML
57
0
0
23 Mar 2025
Dynamically evolving segment anything model with continuous learning for medical image segmentation
Zhaori Liu
Mengyang Li
Hu Han
Enli Zhang
Shiguang Shan
Zhiming Zhao
VLM
55
0
0
08 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 Adaptation
Vince Zhu
Zhanghexuan Ji
Dazhou Guo
Puyang Wang
Yingda Xia
Le Lu
Xianghua Ye
Wei-wei Zhu
Dakai Jin
ViT
MedIm
CLL
24
0
0
07 Oct 2024
Embracing Massive Medical Data
Embracing Massive Medical Data
Yu-Cheng Chou
Zongwei Zhou
Alan Yuille
CLL
OOD
27
4
0
05 Jul 2024
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation
Qian Chen
Lei Zhu
Hangzhou He
Xinliang Zhang
Shuang Zeng
Qiushi Ren
Yanye Lu
CLL
26
1
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
Alan L. Yuille
Yucheng Tang
Zongwei Zhou
MedIm
VLM
40
16
0
28 May 2024
Fairness Evolution in Continual Learning for Medical Imaging
Fairness Evolution in Continual Learning for Medical Imaging
Marina Ceccon
Davide Dalle Pezze
Alessandro Fabris
Gian Antonio Susto
OOD
27
1
0
10 Apr 2024
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location
  on MRI
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI
Han Gu
R. Colglazier
Haoyu Dong
Jikai Zhang
Yaqian Chen
...
Jisoo Lee
Brandon Ramirez
Darui Lu
Jay M. Levin
Maciej Mazurowski
40
7
0
23 Jan 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
55
11
0
28 Dec 2023
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts
Ziheng Zhao
Yao Zhang
Chaoyi Wu
Xiaoman Zhang
Ya-Qin Zhang
Yanfeng Wang
Weidi Xie
VLM
MedIm
30
36
0
28 Dec 2023
Versatile Medical Image Segmentation Learned from Multi-Source Datasets
  via Model Self-Disambiguation
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation
Xiaoyang Chen
Hao Zheng
Yuemeng Li
Yuncong Ma
Liang Ma
Hongming Li
Yong-Xian Fan
19
7
0
17 Nov 2023
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method
  and Application
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application
Bo Yuan
Danpei Zhao
3DV
CLL
28
9
0
22 Oct 2023
Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
Yixiao Zhang
Xinyi Li
Huimiao Chen
Alan Yuille
Yaoyao Liu
Zongwei Zhou
CLL
14
33
0
01 Jun 2023
DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans using
  Anatomical Context Encoding and Key Organ Auto-Search
DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans using Anatomical Context Encoding and Key Organ Auto-Search
Dazhou Guo
X. Ye
J. Ge
Xing Di
Le Lu
...
Jing Xiao
Zhongjie Liu
Ling Peng
Senxiang Yan
D. Jin
28
18
0
20 Sep 2021
The Future of Digital Health with Federated Learning
The Future of Digital Health with Federated Learning
Nicola Rieke
Jonny Hancox
Wenqi Li
Fausto Milletari
H. Roth
...
Ronald M. Summers
Andrew Trask
Daguang Xu
Maximilian Baust
M. Jorge Cardoso
OOD
174
1,698
0
18 Mar 2020
1