ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2106.05735
  4. Cited By
The Medical Segmentation Decathlon

The Medical Segmentation Decathlon

Nature Communications (Nat Commun), 2021
10 June 2021
Michela Antonelli
Annika Reinke
Spyridon Bakas
Keyvan Farahani
AnnetteKopp-Schneider
Bennett A. Landman
G. Litjens
Bjoern Menze
Olaf Ronneberger
Ronald M.Summers
Bram van Ginneken
Michel Bilello
Patrick Bilic
P. Christ
Richard K G Do
M. Gollub
S. Heckers
Henkjan Huisman
William R. Jarnagin
M. McHugo
S. Napel
Jennifer S. Goli Pernicka
K. Rhode
C. Tobon-Gomez
Eugene Vorontsov
Henkjan Huisman
J. Meakin
Sebastien Ourselin
Manuel Wiesenfarth
Pablo Arbelaez
Byeonguk Bae
Sihong Chen
Laura Alexandra Daza
Jian-Jun Feng
Baochun He
Hyunjin Park
Yuanfeng Ji
F. Jia
Namkug Kim
Ildoo Kim
Dorit Merhof
A. Pai
Beomhee Park
Mathias Perslev
R. Rezaiifar
Oliver Rippel
Ignacio Sarasua
Wei Shen
Jaemin Son
Christian Wachinger
Liansheng Wang
Yan Wang
Yingda Xia
Daguang Xu
Zhanwei Xu
Yefeng Zheng
Amber L. Simpson
Lena Maier-Hein
M. Jorge Cardoso
    OOD
ArXiv (abs)PDFHTML

Papers citing "The Medical Segmentation Decathlon"

50 / 474 papers shown
Title
Rethinking Intracranial Aneurysm Vessel Segmentation: A Perspective from Computational Fluid Dynamics Applications
Rethinking Intracranial Aneurysm Vessel Segmentation: A Perspective from Computational Fluid Dynamics Applications
Feiyang Xiao
Yichi Zhang
Xigui Li
Yuanye Zhou
Chen Jiang
Xin Guo
Limei Han
Yuxin Li
Fengping Zhu
Yuan Cheng
72
0
0
01 Dec 2025
Comparing SAM 2 and SAM 3 for Zero-Shot Segmentation of 3D Medical Data
Comparing SAM 2 and SAM 3 for Zero-Shot Segmentation of 3D Medical Data
Satrajit Chakrabarty
Ravi Soni
MedImVLM
151
0
0
26 Nov 2025
MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities
MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities
Tooba Tehreem Sheikh
Jean Lahoud
Rao Muhammad Anwer
Fahad Shahbaz Khan
Salman Khan
Hisham Cholakkal
ObjDMedImVLM
283
0
0
25 Nov 2025
MedSAM3: Delving into Segment Anything with Medical Concepts
MedSAM3: Delving into Segment Anything with Medical Concepts
Anglin Liu
Rundong Xue
Xu Cao
Yifan Shen
Yi Lu
Xiang Li
Qianqian Chen
Jintai Chen
MedImVLM
444
0
0
24 Nov 2025
MedVision: Dataset and Benchmark for Quantitative Medical Image Analysis
MedVision: Dataset and Benchmark for Quantitative Medical Image Analysis
Yongcheng Yao
Yongshuo Zong
Raman Dutt
Yongxin Yang
Sotirios A. Tsaftaris
Timothy M. Hospedales
VLM
128
0
0
24 Nov 2025
MRI Super-Resolution with Deep Learning: A Comprehensive Survey
MRI Super-Resolution with Deep Learning: A Comprehensive Survey
Mohammad Khateri
Serge Vasylechko
Morteza Ghahremani
Liam Timms
Deniz Kocanaogullari
...
Davood Karimi
Alejandra Sierra
Jussi Tohka
Sila Kurugol
O. Afacan
328
0
0
20 Nov 2025
PrIntMesh: Precise Intersection Surfaces for 3D Organ Mesh Reconstruction
Deniz Sayin Mercadier
Hieu M. Le
Yihong Chen
Jiancheng Yang
Udaranga Wickramasinghe
Pascal Fua
56
0
0
20 Nov 2025
Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset
Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset
Geon Choi
Hangyul Yoon
Hyunju Shin
Hyunki Park
Sang Hoon Seo
Eunho Yang
Edward Choi
MedIm
325
0
0
19 Nov 2025
Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation
Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV NavigationInformation Fusion (Inf. Fusion), 2024
Lingfeng Zhang
Y. Zhang
Hongsheng Li
Haoxiang Fu
Yingbo Tang
Hangjun Ye
Long Chen
Xiaojun Liang
Xiaoshuai Hao
Wenbo Ding
138
12
0
17 Nov 2025
R$^{2}$Seg: Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection
R2^{2}2Seg: Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection
Shuaike Shen
Ke Liu
Jiaqing Xie
Shangde Gao
Chunhua Shen
G. Liu
Mireia Crispin-Ortuzar
Shangqi Gao
OOD
116
0
0
16 Nov 2025
DEMIST: Decoupled Multi-stream latent diffusion for Quantitative Myelin Map Synthesis
DEMIST: Decoupled Multi-stream latent diffusion for Quantitative Myelin Map Synthesis
Jiacheng Wang
Hao Li
Xing Yao
Ahmad Toubasi
Taegan Vinarsky
...
Chaoyang Jin
Richard Dortch
Junzhong Xu
F. Bagnato
I. Oguz
MedIm
147
0
0
16 Nov 2025
MediRound: Multi-Round Entity-Level Reasoning Segmentation in Medical Images
MediRound: Multi-Round Entity-Level Reasoning Segmentation in Medical Images
Qinyue Tong
Ziqian Lu
Jun Liu
Rui Zuo
Zheming Lu
VLM
144
0
0
15 Nov 2025
Accounting for Underspecification in Statistical Claims of Model Superiority
Accounting for Underspecification in Statistical Claims of Model Superiority
Thomas Sanchez
Pedro M. Gordaliza
Meritxell Bach Cuadra
56
0
0
04 Nov 2025
MIQ-SAM3D: From Single-Point Prompt to Multi-Instance Segmentation via Competitive Query Refinement
MIQ-SAM3D: From Single-Point Prompt to Multi-Instance Segmentation via Competitive Query Refinement
Jierui Qu
Jianchun Zhao
MedIm
132
0
0
03 Nov 2025
TA-LSDiff:Topology-Aware Diffusion Guided by a Level Set Energy for Pancreas Segmentation
TA-LSDiff:Topology-Aware Diffusion Guided by a Level Set Energy for Pancreas Segmentation
Yue Gou
Fanghui Song
Yuming Xing
Shengzhu Shi
Zhichang Guo
Boying Wu
MedIm
140
0
0
02 Nov 2025
SAMRI: Segment Anything Model for MRI
SAMRI: Segment Anything Model for MRI
Zhao Wang
Wei Dai
Thuy Thanh Dao
Steffen Bollmann
Hongfu Sun
Craig B. Engstrom
Shekhar S. Chandra
MedIm
134
0
0
30 Oct 2025
UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation
UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation
Furkan Pala
I. Rekik
FedML
313
0
0
30 Oct 2025
MoME: Mixture of Visual Language Medical Experts for Medical Imaging Segmentation
MoME: Mixture of Visual Language Medical Experts for Medical Imaging Segmentation
Arghavan Rezvani
Xiangyi Yan
Anthony T. Wu
Kun Han
Pooya Khosravi
Xiaohui Xie
MoE
140
0
0
30 Oct 2025
Towards the Automatic Segmentation, Modeling and Meshing of the Aortic Vessel Tree from Multicenter Acquisitions: An Overview of the SEG.A. 2023 Segmentation of the Aorta Challenge
Towards the Automatic Segmentation, Modeling and Meshing of the Aortic Vessel Tree from Multicenter Acquisitions: An Overview of the SEG.A. 2023 Segmentation of the Aorta Challenge
Yuan Jin
Antonio Pepe
G. Melito
Yuxuan Chen
Yunsu Byeon
...
Zhen Zhang
Liqin Huang
Christian Mayer
Heinrich Mächler
Jan Egger
72
0
0
28 Oct 2025
Progressive Growing of Patch Size: Curriculum Learning for Accelerated and Improved Medical Image Segmentation
Progressive Growing of Patch Size: Curriculum Learning for Accelerated and Improved Medical Image Segmentation
Stefan M. Fischer
Johannes Kiechle
Laura Daza
Lina Felsner
Richard Osuala
Daniel M. Lang
Karim Lekadir
J. Peeken
Julia A. Schnabel
MedIm
150
0
0
27 Oct 2025
Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration
Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image RestorationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Tomás Chobola
Julia A. Schnabel
T. Peng
56
0
0
17 Oct 2025
Scaling Artificial Intelligence for Multi-Tumor Early Detection with More Reports, Fewer Masks
Scaling Artificial Intelligence for Multi-Tumor Early Detection with More Reports, Fewer Masks
P. R. Bassi
Xinze Zhou
Wenxuan Li
Szymon Płotka
Jieneng Chen
...
Andrea Cavalli
Kang Wang
Yang Yang
Alan Yuille
Zongwei Zhou
128
2
0
16 Oct 2025
Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data
Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data
Qi Chen
Xinze Zhou
Chen Liu
H. Chen
Wenxuan Li
...
Junjun He
Yefeng Zheng
Ling Shao
Alan Yuille
Zongwei Zhou
175
4
0
16 Oct 2025
Learning from Disagreement: A Group Decision Simulation Framework for Robust Medical Image Segmentation
Learning from Disagreement: A Group Decision Simulation Framework for Robust Medical Image Segmentation
Chen Zhong
Yuxuan Yang
X. Zhang
Ruohan Ma
Yong Guo
Gang Li
Jupeng Li
68
0
0
12 Oct 2025
SAM2-3dMed: Empowering SAM2 for 3D Medical Image Segmentation
SAM2-3dMed: Empowering SAM2 for 3D Medical Image Segmentation
Yeqing Yang
Le Xu
Lixia Tian
MedIm
56
0
0
10 Oct 2025
A methodology for clinically driven interactive segmentation evaluation
A methodology for clinically driven interactive segmentation evaluation
Parhom Esmaeili
Virginia Fernandez
Pedro Borges
Eli Gibson
Sebastien Ourselin
M. Jorge Cardoso
76
0
0
10 Oct 2025
RASALoRE: Region Aware Spatial Attention with Location-based Random Embeddings for Weakly Supervised Anomaly Detection in Brain MRI Scans
RASALoRE: Region Aware Spatial Attention with Location-based Random Embeddings for Weakly Supervised Anomaly Detection in Brain MRI Scans
Bheeshm Sharma
Karthikeyan Jaganathan
Balamurugan Palaniappan
124
0
0
09 Oct 2025
Random Window Augmentations for Deep Learning Robustness in CT and Liver Tumor Segmentation
Random Window Augmentations for Deep Learning Robustness in CT and Liver Tumor Segmentation
E. A. Østmo
Kristoffer Wickstrøm
Keyur Radiya
Michael C. Kampffmeyer
Karl Øyvind Mikalsen
Robert Jenssen
OOD
100
0
0
09 Oct 2025
Shaken or Stirred? An Analysis of MetaFormer's Token Mixing for Medical Imaging
Shaken or Stirred? An Analysis of MetaFormer's Token Mixing for Medical Imaging
Ron Keuth
Paul Kaftan
Mattias P. Heinrich
MedIm
143
0
0
07 Oct 2025
Integrating Background Knowledge in Medical Semantic Segmentation with Logic Tensor Networks
Integrating Background Knowledge in Medical Semantic Segmentation with Logic Tensor Networks
Luca Bergamin
Giovanna Maria Dimitri
F. Aiolli
92
0
0
26 Sep 2025
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language ModelsIEEE journal of biomedical and health informatics (JBHI), 2025
Qiuhui Chen
Xuancheng Yao
Huping Ye
Yi Hong
MedIm
116
1
0
11 Sep 2025
Does DINOv3 Set a New Medical Vision Standard?
Does DINOv3 Set a New Medical Vision Standard?
Che Liu
Yinda Chen
Haoyuan Shi
Jinpeng Lu
Bailiang Jian
...
Benedikt Wiestler
Christian Wachinger
Daniel Rueckert
W Bai
Rossella Arcucci
MedIm
163
9
0
08 Sep 2025
MedSeqFT: Sequential Fine-tuning Foundation Models for 3D Medical Image Segmentation
MedSeqFT: Sequential Fine-tuning Foundation Models for 3D Medical Image Segmentation
Yiwen Ye
Ramzi N. Zahreddine
Xiangde Luo
He Zhang
Ziyang Chen
Ting Dang
Yanning Zhang
Yong-quan Xia
96
0
0
07 Sep 2025
Exploiting Unlabeled Structures through Task Consistency Training for Versatile Medical Image Segmentation
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
75
0
0
05 Sep 2025
MedDINOv3: How to adapt vision foundation models for medical image segmentation?
MedDINOv3: How to adapt vision foundation models for medical image segmentation?
Yuheng Li
Yizhou Wu
Yuxiang Lai
Mingzhe Hu
Xiaofeng Yang
MedIm
258
6
0
02 Sep 2025
Improving Liver Disease Diagnosis with SNNDeep: A Custom Spiking Neural Network Using Diverse Learning Algorithms
Improving Liver Disease Diagnosis with SNNDeep: A Custom Spiking Neural Network Using Diverse Learning Algorithms
Zofia Rudnicka
Janusz Szczepanski
Agnieszka Pregowska
44
0
0
24 Aug 2025
State of Abdominal CT Datasets: A Critical Review of Bias, Clinical Relevance, and Real-world Applicability
State of Abdominal CT Datasets: A Critical Review of Bias, Clinical Relevance, and Real-world Applicability
Saeide Danaei
Zahra Dehghanian
Elahe Meftah
Nariman Naderi
Seyed Amir Ahmad Safavi-Naini
Faeze Khorasanizade
Hamid R. Rabiee
92
0
0
19 Aug 2025
MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation
MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation
Yanwu Yang
Guinan Su
Jiesi Hu
Francesco Sammarco
Jonas Geiping
Thomas Wolfers
MedImVLM
110
2
0
14 Aug 2025
The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge
The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge
Reuben Dorent
Laura Rigolo
Colin Galvin
Junyu Chen
M. Heinrich
...
Olivier Colliot
Demian Wassermann
A. Golby
Tina Kapur
William M. Wells
116
1
0
13 Aug 2025
Large-scale Multi-sequence Pretraining for Generalizable MRI Analysis in Versatile Clinical Applications
Large-scale Multi-sequence Pretraining for Generalizable MRI Analysis in Versatile Clinical Applications
Zelin Qiu
Xi Wang
Zhuoyao Xie
Juan Zhou
Yu Wang
...
Neeraj Mahboobani
V. Vardhanabhuti
Xiaohui Duan
Yinghua Zhao
Hao Chen
160
1
0
10 Aug 2025
OctreeNCA: Single-Pass 184 MP Segmentation on Consumer Hardware
OctreeNCA: Single-Pass 184 MP Segmentation on Consumer Hardware
Nick Lemke
John Kalkhof
Niklas Babendererde
Anirban Mukhopadhyay
64
0
0
09 Aug 2025
Iterative pseudo-labeling based adaptive copy-paste supervision for semi-supervised tumor segmentation
Iterative pseudo-labeling based adaptive copy-paste supervision for semi-supervised tumor segmentationKnowledge-Based Systems (KBS), 2025
Qiangguo Jin
Hui Cui
Junbo Wang
Changming Sun
Yimiao He
Ping Xuan
L. Wang
Cong Cong
Leyi Wei
Ran Su
76
16
0
06 Aug 2025
Skip priors and add graph-based anatomical information, for point-based Couinaud segmentation
Skip priors and add graph-based anatomical information, for point-based Couinaud segmentation
Xiaotong Zhang
Alexander Broersen
Gonnie CM van Erp
S. Pintea
J. Dijkstra
3DPCMedIm
69
0
0
03 Aug 2025
ReXGroundingCT: A 3D Chest CT Dataset for Segmentation of Findings from Free-Text Reports
ReXGroundingCT: A 3D Chest CT Dataset for Segmentation of Findings from Free-Text Reports
Mohammed Baharoon
Luyang Luo
Michael Moritz
Abhinav Kumar
Sung Eun Kim
...
Hong-Yu Zhou
Ibrahim Ethem Hamamci
Scott J. Adams
Hassan Rayhan AlOmaish
Pranav Rajpurkar
109
3
0
29 Jul 2025
Pre- and Post-Treatment Glioma Segmentation with the Medical Imaging Segmentation Toolkit
Pre- and Post-Treatment Glioma Segmentation with the Medical Imaging Segmentation Toolkit
A. Celaya
Tucker Netherton
Dawid Schellingerhout
Caroline Chung
Beatrice Riviere
David T. Fuentes
105
0
0
25 Jul 2025
Content-based 3D Image Retrieval and a ColBERT-inspired Re-ranking for Tumor Flagging and Staging
Content-based 3D Image Retrieval and a ColBERT-inspired Re-ranking for Tumor Flagging and Staging
Farnaz Khun Jush
Steffen Vogler
Matthias Lenga
245
0
0
23 Jul 2025
A Study of Anatomical Priors for Deep Learning-Based Segmentation of Pheochromocytoma in Abdominal CT
A Study of Anatomical Priors for Deep Learning-Based Segmentation of Pheochromocytoma in Abdominal CT
Tanjin Taher Toma
T. Mathai
Bikash Santra
Pritam Mukherjee
Jianfei Liu
...
M. Patel
Darko Pucar
Jayadira del Rivero
Karel Pacak
Ronald M. Summers
95
0
0
21 Jul 2025
Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation
Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation
Szymon Płotka
Gizem Mert
Maciej Chrabaszcz
Ewa Szczurek
Arkadiusz Sitek
MambaMoE
216
1
0
08 Jul 2025
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced EfficiencyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Minye Shao
Xingyu Miao
Haoran Duan
Zeyu Wang
Jingkun Chen
Yawen Huang
Xian Wu
Jingjing Deng
Yang Long
Yefeng Zheng
DiffMMedIm
75
2
0
01 Jul 2025
VesselSDF: Distance Field Priors for Vascular Network Reconstruction
VesselSDF: Distance Field Priors for Vascular Network ReconstructionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Salvatore Esposito
Daniel Rebain
A. Onken
Changjian Li
Oisin Mac Aodha
126
0
0
19 Jun 2025
1234...8910
Next