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TotalSegmentator: robust segmentation of 104 anatomical structures in CT
  images
v1v2 (latest)

TotalSegmentator: robust segmentation of 104 anatomical structures in CT images

11 August 2022
Jakob Wasserthal
H. Breit
Manfred T. Meyer
M. Pradella
Daniel Hinck
A. Sauter
T. Heye
Daniel Boll
Joshy Cyriac
Shan Yang
M. Bach
Martin Segeroth
    OOD
ArXiv (abs)PDFHTMLGithub (1914★)

Papers citing "TotalSegmentator: robust segmentation of 104 anatomical structures in CT images"

50 / 291 papers shown
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
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26 Nov 2025
Vision-Language Models for Automated 3D PET/CT Report Generation
Vision-Language Models for Automated 3D PET/CT Report Generation
Wenpei Jiao
Kun Shang
Hui Li
Ke Yan
Jiajin Zhang
...
Lijuan Guo
Yan Wan
Xing Yang
D. Jin
Zhaoheng Xie
MedImLM&MA
633
0
0
25 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
140
0
0
24 Nov 2025
Scaling Self-Supervised and Cross-Modal Pretraining for Volumetric CT Transformers
Scaling Self-Supervised and Cross-Modal Pretraining for Volumetric CT Transformers
Cris Claessens
Christiaan Viviers
Giacomo DÁmicantonio
Egor Bondarev
Fons van der Sommen
MedImViT
204
0
0
21 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
64
0
0
20 Nov 2025
Fully Automated Deep Learning Based Glenoid Bone Loss Measurement and Severity Stratification on 3D CT in Shoulder Instability
Fully Automated Deep Learning Based Glenoid Bone Loss Measurement and Severity Stratification on 3D CT in Shoulder Instability
Zhonghao Liu
Hanxue Gu
Qihang Li
Michael Fox
Jay M. Levin
Maciej A. Mazurowski
Brian C. Lau
35
0
0
18 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
132
0
0
16 Nov 2025
DINOv3-Guided Cross Fusion Framework for Semantic-aware CT generation from MRI and CBCT
DINOv3-Guided Cross Fusion Framework for Semantic-aware CT generation from MRI and CBCT
Xianhao Zhou
Jianghao Wu
Ku Zhao
Jinlong He
Huangxuan Zhao
Lei Chen
Shaoting Zhang
G. Wang
MedImViT
100
0
0
15 Nov 2025
Fast Multi-Organ Fine Segmentation in CT Images with Hierarchical Sparse Sampling and Residual Transformer
Fast Multi-Organ Fine Segmentation in CT Images with Hierarchical Sparse Sampling and Residual Transformer
Xueqi Guo
H. Yerebakan
Y. Shinagawa
Kritika Iyer
Gerardo Hermosillo Valadez
MedIm
236
0
0
11 Nov 2025
Anatomy-Aware Lymphoma Lesion Detection in Whole-Body PET/CT
Anatomy-Aware Lymphoma Lesion Detection in Whole-Body PET/CT
Simone Bendazzoli
A. Tzortzakakis
Andreas Abrahamsson
Björn Engelbrekt Wahlin
Orjan Smedby
Maria Holstensson
R. Moreno
ViTMedIm
334
1
0
10 Nov 2025
Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-based Peptide Receptor Radionuclide Therapy
Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-based Peptide Receptor Radionuclide Therapy
Simon Baur
Tristan Ruhwedel
Ekin Böke
Zuzanna Kobus
Gergana Lishkova
...
Julian M. Rogasch
Wojciech Samek
Henning Jann
Jackie Ma
Johannes Eschrich
60
0
0
07 Nov 2025
Markerless Augmented Reality Registration for Surgical Guidance: A Multi-Anatomy Clinical Accuracy Study
Markerless Augmented Reality Registration for Surgical Guidance: A Multi-Anatomy Clinical Accuracy Study
Yue Yang
Fabian Necker
Christoph W Leuze
M. Chen
Andrey Finegersh
...
Vasu Divi
Bruce Daniel
Brian Hargreaves
J. Wu
Fred Baik
56
0
0
03 Nov 2025
PETAR: Localized Findings Generation with Mask-Aware Vision-Language Modeling for PET Automated Reporting
PETAR: Localized Findings Generation with Mask-Aware Vision-Language Modeling for PET Automated Reporting
Danyal Maqbool
Changhee Lee
Zachary Huemann
Samuel Church
Matthew E. Larson
...
Xin Tie
J. Merkow
Junjie Hu
Steve Y. Cho
Tyler Bradshaw
VLM
450
0
0
31 Oct 2025
Scale-Aware Curriculum Learning for Ddata-Efficient Lung Nodule Detection with YOLOv11
Scale-Aware Curriculum Learning for Ddata-Efficient Lung Nodule Detection with YOLOv11
Yi Luo
Yike Guo
H. Hooshangnejad
Kai Ding
188
0
0
30 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
182
0
0
27 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
132
2
0
16 Oct 2025
Comprehensive language-image pre-training for 3D medical image understanding
Comprehensive language-image pre-training for 3D medical image understanding
Tassilo Wald
Ibrahim Ethem Hamamci
Yuan Gao
Sam Bond-Taylor
H. Sharma
...
Klaus H. Maier-Hein
Panagiotis Korfiatis
Valentina Salvatelli
Javier Alvarez-Valle
Fernando Pérez-García
MedImVLM
124
0
0
16 Oct 2025
Artificial intelligence for simplified patient-centered dosimetry in radiopharmaceutical therapies
Artificial intelligence for simplified patient-centered dosimetry in radiopharmaceutical therapies
Alejandro Lopez-Montes
F. Yousefirizi
Yizhou Chen
Yazdan Salimi
Robert Seifert
...
C. Uribe
Axel Rominger
Habib Zaidi
Arman Rahmim
Kuangyu Shi
84
0
0
14 Oct 2025
Are Video Models Emerging as Zero-Shot Learners and Reasoners in Medical Imaging?
Are Video Models Emerging as Zero-Shot Learners and Reasoners in Medical Imaging?
Yuxiang Lai
Jike Zhong
Ming Li
Yuheng Li
Xiaofeng Yang
VGenMedIm
124
2
0
11 Oct 2025
Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges
Agentic Systems in Radiology: Design, Applications, Evaluation, and Challenges
Christian Bluethgen
Dave Van Veen
Daniel Truhn
Jakob Nikolas Kather
Michael Moor
...
Akshay S. Chaudhari
Thomas Frauenfelder
C. Langlotz
Michael Krauthammer
Farhad Nooralahzadeh
LM&MAAI4CE
285
0
0
10 Oct 2025
Efficient Universal Models for Medical Image Segmentation via Weakly Supervised In-Context Learning
Efficient Universal Models for Medical Image Segmentation via Weakly Supervised In-Context Learning
Jiesi Hu
Yanwu Yang
Zhiyu Ye
Jinyan Zhou
Jianfeng Cao
Hanyang Peng
Ting Ma
VLM
166
1
0
07 Oct 2025
Sci-Phi: A Large Language Model Spatial Audio Descriptor
Sci-Phi: A Large Language Model Spatial Audio Descriptor
Xilin Jiang
H. Gamper
Sebastian Braun
60
0
0
07 Oct 2025
Flow Matching for Conditional MRI-CT and CBCT-CT Image Synthesis
Flow Matching for Conditional MRI-CT and CBCT-CT Image Synthesis
Arnela Hadzic
Simon Johannes Joham
M. Urschler
MedIm
108
0
0
06 Oct 2025
Beyond one-hot encoding? Journey into compact encoding for large multi-class segmentation
Beyond one-hot encoding? Journey into compact encoding for large multi-class segmentation
Aaron Kujawa
Thomas C Booth
Tom Vercauteren
MQ
76
0
0
01 Oct 2025
K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model
K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model
Bangwei Guo
Yunhe Gao
Meng Ye
Difei Gu
Yang Zhou
L. Axel
Dimitris N. Metaxas
VLM
146
0
0
29 Sep 2025
RAU: Reference-based Anatomical Understanding with Vision Language Models
RAU: Reference-based Anatomical Understanding with Vision Language Models
Yiwei Li
Y. Liu
Jiaqi Guo
Lin Zhao
Zheyuan Zhang
Xiao Chen
Boris Mailhe
Ankush Mukherjee
Terrence Chen
Shanhui Sun
140
2
0
26 Sep 2025
Deep Learning-Based Cross-Anatomy CT Synthesis Using Adapted nnResU-Net with Anatomical Feature Prioritized Loss
Deep Learning-Based Cross-Anatomy CT Synthesis Using Adapted nnResU-Net with Anatomical Feature Prioritized Loss
Javier Sequeiro González
Arthur Longuefosse
Miguel Díaz Benito
Álvaro García Martín
F. Baldacci
MedIm
88
0
0
26 Sep 2025
Ideal Registration? Segmentation is All You Need
Ideal Registration? Segmentation is All You Need
Xiang Chen
Fengting Zhang
Qinghao Liu
Min Liu
K. Wu
Yaonan Wang
Hang Zhang
92
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0
19 Sep 2025
The Missing Piece: A Case for Pre-Training in 3D Medical Object Detection
The Missing Piece: A Case for Pre-Training in 3D Medical Object DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Katharina Eckstein
Constantin Ulrich
Michael Baumgartner
Jessica Kächele
Dimitrios Bounias
Tassilo Wald
R. Floca
Klaus H. Maier-Hein
ViTMedIm
122
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19 Sep 2025
Transplant-Ready? Evaluating AI Lung Segmentation Models in Candidates with Severe Lung Disease
Transplant-Ready? Evaluating AI Lung Segmentation Models in Candidates with Severe Lung Disease
Jisoo Lee
Michael R. Harowicz
Yuwen Chen
H. Gu
Isaac S. Alderete
Lin Li
Maciej A. Mazurowski
Matthew G. Hartwig
ELM
60
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0
18 Sep 2025
DyGLNet: Hybrid Global-Local Feature Fusion with Dynamic Upsampling for Medical Image Segmentation
DyGLNet: Hybrid Global-Local Feature Fusion with Dynamic Upsampling for Medical Image Segmentation
Yican Zhao
Ce Wang
You Hao
Lei Li
Tianli Liao
142
1
0
16 Sep 2025
Medverse: A Universal Model for Full-Resolution 3D Medical Image Segmentation, Transformation and Enhancement
Medverse: A Universal Model for Full-Resolution 3D Medical Image Segmentation, Transformation and Enhancement
Jiesi Hu
Jianfeng Cao
Yanwu Yang
Chenfei Ye
Yixuan Zhang
Hanyang Peng
Ting Ma
MedImVLM
274
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Curia: A Multi-Modal Foundation Model for Radiology
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Corentin Dancette
Julien Khlaut
Antoine Saporta
Hélène Philippe
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François Legou
Pascal Roux
Marc Sapoval
Pierre Manceron
Paul Hérent
MedIm
156
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08 Sep 2025
CardioComposer: Leveraging Differentiable Geometry for Compositional Control of Anatomical Diffusion Models
CardioComposer: Leveraging Differentiable Geometry for Compositional Control of Anatomical Diffusion Models
Karim Kadry
Shoaib Goraya
Ajay Manicka
Abdalla Abdelwahed
Naravich Chutisilp
F. R. Nezami
E. Edelman
MedIm
180
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0
08 Sep 2025
MedVista3D: Vision-Language Modeling for Reducing Diagnostic Errors in 3D CT Disease Detection, Understanding and Reporting
MedVista3D: Vision-Language Modeling for Reducing Diagnostic Errors in 3D CT Disease Detection, Understanding and Reporting
Yuheng Li
Yenho Chen
Yuxiang Lai
Jike Zhong
Vanessa Wildman
Xiaofeng Yang
144
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0
04 Sep 2025
TopoSculpt: Betti-Steered Topological Sculpting of 3D Fine-grained Tubular Shapes
TopoSculpt: Betti-Steered Topological Sculpting of 3D Fine-grained Tubular Shapes
Minghui Zhang
Yaoyu Liu
Junyang Wu
Xin You
Hanxiao Zhang
Junjun He
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164
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04 Sep 2025
MedDINOv3: How to adapt vision foundation models for medical image segmentation?
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Yuheng Li
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Yuxiang Lai
Mingzhe Hu
Xiaofeng Yang
MedIm
282
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Unified Supervision For Vision-Language Modeling in 3D Computed Tomography
Unified Supervision For Vision-Language Modeling in 3D Computed Tomography
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Zelong Liu
Hamza Ahmed
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109
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Multimodal Conditional MeshGAN for Personalized Aneurysm Growth Prediction
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Mengyun Qiao
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Salah A. Hammouche
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Generating Synthetic Contrast-Enhanced Chest CT Images from Non-Contrast Scans Using Slice-Consistent Brownian Bridge Diffusion Network
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Neel P. Mistry
Samaneh Javadinia
Mohammad Chegini
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4D Virtual Imaging Platform for Dynamic Joint Assessment via Uni-Plane X-ray and 2D-3D Registration
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56
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State of Abdominal CT Datasets: A Critical Review of Bias, Clinical Relevance, and Real-world Applicability
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Lukas Lichtensteiger
Pascal Paysan
Igor Peterlik
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Anatomy-Aware Low-Dose CT Denoising via Pretrained Vision Models and Semantic-Guided Contrastive Learning
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Z. Chen
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Minfeng Xu
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MedIm
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FIVA: Federated Inverse Variance Averaging for Universal CT Segmentation with Uncertainty Estimation
FIVA: Federated Inverse Variance Averaging for Universal CT Segmentation with Uncertainty Estimation
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Numan Saeed
Karthik Nandakumar
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CT-GRAPH: Hierarchical Graph Attention Network for Anatomy-Guided CT Report Generation
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104
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FedGIN: Federated Learning with Dynamic Global Intensity Non-linear Augmentation for Organ Segmentation using Multi-modal Images
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TotalRegistrator: Towards a Lightweight Foundation Model for CT Image Registration
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Gwendolyn Vuurberg
Marjan Doppen
Joey Roosen
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Hong Son Mai
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Bram van Ginneken
Mathias Prokop
Alessa Hering
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GRASPing Anatomy to Improve Pathology Segmentation
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