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2007.03868
Cited By
Marginal loss and exclusion loss for partially supervised multi-organ segmentation
8 July 2020
Gonglei Shia
Li Xiaoa
Yang Chenb
Kevin Zhou
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Papers citing
"Marginal loss and exclusion loss for partially supervised multi-organ segmentation"
30 / 30 papers shown
Exploiting Unlabeled Structures through Task Consistency Training for Versatile Medical Image Segmentation
Shengqian Zhu
Jiafei Wu
Xiaohan Li
Chengrong Yu
Ying Song
Zhang Yi
Guangjun Li
Junjie Hu
148
0
0
05 Sep 2025
Concentrate on Weakness: Mining Hard Prototypes for Few-Shot Medical Image Segmentation
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Jianchao Jiang
Haofeng Zhang
188
1
0
28 May 2025
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation
Jiong Wu
Yang Xing
Boxiao Yu
Wei Shao
Kuang Gong
MedIm
434
0
0
25 May 2025
SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints
Berke Doga Basaran
Xinru Zhang
Paul M. Matthews
Wenjia Bai
157
1
0
02 Oct 2024
Segment as You Wish -- Free-Form Language-Based Segmentation for Medical Images
Longchao Da
Rui Wang
Xiaojian Xu
Parminder Bhatia
Taha A. Kass-Hout
Hua Wei
Cao Xiao
MedIm
VLM
295
2
0
02 Oct 2024
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
MedIm
VLM
290
47
0
28 May 2024
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
Neural Information Processing Systems (NeurIPS), 2023
Chongyu Qu
Tiezheng Zhang
Hualin Qiao
Jie Liu
Yucheng Tang
Alan Yuille
Zongwei Zhou
461
66
0
16 May 2023
UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yiwen Ye
Yutong Xie
Jianpeng Zhang
Ziyang Chen
Yong-quan Xia
SSL
214
68
0
07 Apr 2023
Multi-site Organ Segmentation with Federated Partial Supervision and Site Adaptation
Peng Liu
Mengke Sun
S. Kevin Zhou
OOD
214
5
0
08 Feb 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
IEEE International Conference on Computer Vision (ICCV), 2023
Jie Liu
Yixiao Zhang
Jieneng Chen
Junfei Xiao
Yongyi Lu
Bennett A. Landman
Yixuan Yuan
Alan Yuille
Yucheng Tang
Zongwei Zhou
VLM
MedIm
579
297
0
02 Jan 2023
RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction
Computer Vision and Pattern Recognition (CVPR), 2022
Donghao Zhou
Chunbin Gu
Junde Xu
Furui Liu
Qiong Wang
Guangyong Chen
Pheng-Ann Heng
MoE
273
6
0
20 Dec 2022
Learning from partially labeled data for multi-organ and tumor segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yutong Xie
Jianpeng Zhang
Yong-quan Xia
Chunhua Shen
MedIm
ViT
190
38
0
13 Nov 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chenyu You
Weicheng Dai
Fenglin Liu
Yifei Min
Haoran Su
Xiaoran Zhang
Xiaoxiao Li
David Clifton
Lawrence H. Staib
James S. Duncan
696
83
0
27 Sep 2022
The Dice loss in the context of missing or empty labels: Introducing
Φ
Φ
Φ
and
ε
ε
ε
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Sofie Tilborghs
J. Bertels
D. Robben
Dirk Vandermeulen
F. Maes
201
8
0
19 Jul 2022
Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Nanqing Dong
Michael C. Kampffmeyer
Irina Voiculescu
OOD
166
10
0
30 Jun 2022
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation
Kecheng Zhang
Xiahai Zhuang
150
3
0
18 Jun 2022
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
Chenyu You
Jinlin Xiang
Kun Su
Xiaoran Zhang
Siyuan Dong
J. Onofrey
Lawrence H. Staib
James S. Duncan
CLL
340
71
0
03 Jun 2022
Learning Incrementally to Segment Multiple Organs in a CT Image
Peng Liu
Xia Wang
Mengsi Fan
Hongli Pan
Minmin Yin
...
Xiaoying Zhao
Li Xiao
Liangjing Ding
Xingwang Wu
S. Kevin Zhou
CLL
295
29
0
04 Mar 2022
Universal Segmentation of 33 Anatomies
Peng Liu
Yang Deng
Ce Wang
Yuan Hui
Qian Li
...
You Hao
Honghu Xiao
Chunpeng Zhao
Xin Wu
S. Kevin Zhou
201
13
0
04 Mar 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Yuyin Zhou
D. Dreizin
Yan Wang
Fengze Liu
Wei Shen
Alan Yuille
210
18
0
04 Jan 2022
Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data
Ruining Deng
Quan Liu
C. Cui
Zuhayr Asad
Haichun Yang
Yuankai Huo
175
9
0
23 Dec 2021
Label-Assemble: Leveraging Multiple Datasets with Partial Labels
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Mintong Kang
Bowen Li
Zengle Zhu
Yongyi Lu
Elliot K. Fishman
Alan Yuille
Zongwei Zhou
306
22
0
25 Sep 2021
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Lucas Fidon
Michael Aertsen
Doaa Emam
Nada Mufti
Frédéric Guffens
...
A. David
Andrew Melbourne
Sébastien Ourselin
Jam Deprest
Tom Vercauteren
163
28
0
08 Jul 2021
Sparse-shot Learning with Exclusive Cross-Entropy for Extremely Many Localisations
Andreas Panteli
Jonas Teuwen
H. Horlings
E. Gavves
240
3
0
21 Apr 2021
Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Pengbo Liu
Li Xiao
S. Kevin Zhou
CLL
133
12
0
08 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models
IEEE Access (IEEE Access), 2021
Jialin Peng
Ye Wang
VLM
221
75
0
28 Feb 2021
Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data
Applied Soft Computing (ASC), 2020
Nanqing Dong
Michael C. Kampffmeyer
Xiaodan Liang
Min Xu
Irina Voiculescu
Eric Xing
185
20
0
28 Nov 2020
DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets
Computer Vision and Pattern Recognition (CVPR), 2020
Jianpeng Zhang
Yutong Xie
Yong-quan Xia
Chunhua Shen
364
187
0
20 Nov 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Jun Ma
Yao Zhang
Song Gu
Cheng Zhu
Cheng Ge
...
Shangqing Liu
Yunpeng Wang
Yuhui Li
Jian He
Xiaoping Yang
SSeg
OOD
466
428
0
28 Oct 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises
Proceedings of the IEEE (Proc. IEEE), 2020
S. Kevin Zhou
H. Greenspan
Christos Davatzikos
James S. Duncan
Bram van Ginneken
A. Madabhushi
Jerry L. Prince
Daniel Rueckert
Ronald M. Summers
475
842
0
02 Aug 2020
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