Title
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks Stefan M. Fischer Lina Felsner Richard Osuala Johannes Kiechle Daniel M. Lang J. Peeken Julia A. Schnabel 32 3 0 10 Jul 2024
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation Guoan Wang Jin Ye Junlong Cheng Tianbin Li Zhaolin Chen Jianfei Cai Junjun He Bohan Zhuang MedIm 49 6 0 06 Jul 2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images Weiyi Xie Nathalie Willems Shubham Patil Yang Li Mayank Kumar 54 13 0 05 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 32 5 0 28 Jun 2024
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation Jack Highton Quok Zong Chong Samuel Finestone A. Beqiri Julia A. Schnabel K. Bhatia OOD 31 1 0 27 Jun 2024
Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases Xiangde Luo Zihan Li Shaoting Zhang Wenjun Liao Guotai Wang OOD 27 4 0 19 Jun 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities Felix Wagner Wentian Xu Pramit Saha Ziyun Liang Daniel Whitehouse David Menon Virginia Newcombe Natalie Voets J. A. Noble Konstantinos Kamnitsas 49 4 0 17 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang Danny Chen MedIm 66 1 0 15 Jun 2024
BrainFounder: Towards Brain Foundation Models for Neuroimage Analysis Joseph Cox Peng Liu Skylar E. Stolte Yunchao Yang Kang Liu Kyle B. See Huiwen Ju Ruogu Fang MedIm 26 13 0 14 Jun 2024
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation Zhongzhen Huang Yankai Jiang Rongzhao Zhang Shaoting Zhang Xiaofan Zhang MedIm 70 4 0 11 Jun 2024
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context Sucheng Ren Xiaoke Huang Xianhang Li Junfei Xiao Jieru Mei Zeyu Wang Alan Yuille Yuyin Zhou MedIm 48 7 0 08 Jun 2024
The ULS23 Challenge: a Baseline Model and Benchmark Dataset for 3D Universal Lesion Segmentation in Computed Tomography M.J.J. de Grauw E.Th. Scholten E. J. Smit M.J.C.M. Rutten M. Prokop B. V. Ginneken A. Hering 3DV 35 7 0 07 Jun 2024
XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image Qingze Bai Tiange Liu Zhi Liu Yubing Tong Drew Torigian Jayaram K. Udupa MedIm 45 1 0 07 Jun 2024
Data-Centric Label Smoothing for Explainable Glaucoma Screening from Eye Fundus Images Adrian Galdran M. A. G. Ballester 31 0 0 06 Jun 2024
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation M. Zenk David Zimmerer Fabian Isensee Jeremias Traub T. Norajitra Paul F. Jäger Klaus H. Maier-Hein 51 4 0 05 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 36 12 0 03 Jun 2024
Cross-Dimensional Medical Self-Supervised Representation Learning Based on a Pseudo-3D Transformation Fei Gao Siwen Wang Fandong Zhang Hong-Yu Zhou Yizhou Wang Chu-ran Wang Gang Yu Yizhou Yu 25 0 0 03 Jun 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 Alan L. Yuille Yucheng Tang Zongwei Zhou MedIm VLM 40 16 0 28 May 2024
SE3D: A Framework For Saliency Method Evaluation In 3D Imaging Mariusz Wi'sniewski Loris Giulivi Giacomo Boracchi 29 1 0 23 May 2024
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration Alan Q. Wang Rachit Saluja Heejong Kim Xinzi He Adrian V. Dalca M. Sabuncu 37 3 0 22 May 2024
Self-Supervised Modality-Agnostic Pre-Training of Swin Transformers Abhiroop Talasila M. Maity U. Priyakumar OOD ViT MedIm 28 0 0 21 May 2024
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning Zheyuan Zhang Elif Keles Gorkem Durak Yavuz Taktak Onkar Susladkar ... Cemal Yazici T. Tirkes B. Turkbey Michael B. Wallace Ulas Bagci OOD 25 0 0 20 May 2024
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study Farnaz Khun Jush Steffen Vogler Tuan Truong Matthias Lenga 42 2 0 15 May 2024
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak M. Antalek ... Alpay Medetalibeyoglu Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci MedIm 27 1 0 10 May 2024
Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation Emil Benedykciuk Marcin Denkowski Grzegorz Wójcik 34 0 0 06 May 2024
I $^3$ Net: Inter-Intra-slice Interpolation Network for Medical Slice Synthesis Haofei Song Xintian Mao Jing Yu Qingli Li Yan Wang OOD 48 1 0 05 May 2024
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction Jiayang Shi Junyi Zhu D. Pelt K. Batenburg Matthew B. Blaschko 35 3 0 03 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 61 5 0 02 May 2024
Predictive Accuracy-Based Active Learning for Medical Image Segmentation Jun Shi Shulan Ruan Ziqi Zhu Minfan Zhao Hong An Ambuj Tewari Bing Yan UQCV EDL 19 2 0 01 May 2024
Segmentation Quality and Volumetric Accuracy in Medical Imaging Zheyu Zhang Ulas Bagci 23 0 0 27 Apr 2024
Mitigating False Predictions In Unreasonable Body Regions Constantin Ulrich Catherine Knobloch Julius Holzschuh Tassilo Wald Maximilian R. Rokuss M. Zenk Maximilian Fischer Michael Baumgartner Fabian Isensee Klaus H. Maier-Hein AI4CE 38 0 0 24 Apr 2024
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts Hao Li Han Liu Dewei Hu Jiacheng Wang I. Oguz VLM 48 8 0 23 Apr 2024
BC-MRI-SEG: A Breast Cancer MRI Tumor Segmentation Benchmark Anthony Bilic Chen Chen OOD 43 0 0 21 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 19 2 0 20 Apr 2024
Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer Seyed Mohammad Reza Modaresi A. Osmani Mohammadreza Razzazi A. Chibani SSeg 59 1 0 17 Apr 2024
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition Tobias Weber Jakob Dexl David Rügamer Michael Ingrisch MedIm 40 2 0 15 Apr 2024
Diffusion Probabilistic Multi-cue Level Set for Reducing Edge Uncertainty in Pancreas Segmentation Yue Gou Yuming Xing Shengzhu Shi Zhichang Guo MedIm 37 0 0 11 Apr 2024
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data Wei Fang Yuxing Tang Heng Guo Ming Yuan Tony C. W. Mok ... Xin Chen Zai-De Liu Le Lu Ling Zhang Minfeng Xu 51 3 0 07 Apr 2024
VASARI-auto: equitable, efficient, and economical featurisation of glioma MRI James K. Ruffle Samia Mohinta K. P. Baruteau Rebekah Rajiah Faith M. Y. Lee Sebastian Brandner P. Nachev H. Hyare 26 0 0 03 Apr 2024
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods Zdravko Marinov Moon S. Kim Jens Kleesiek Rainer Stiefelhagen 40 0 0 02 Apr 2024
CT respiratory motion synthesis using joint supervised and adversarial learning Yi-Heng Cao V. Bourbonne F. Lucia U. Schick J. Bert V. Jaouen D. Visvikis OOD MedIm 19 0 0 29 Mar 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 44 8 0 29 Mar 2024
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge Ezequiel de la Rosa Mauricio Reyes S. Liew Alexandre Hutton Roland Wiest ... Suprosanna Shit M. H. Petzsche Bjoern H. Menze Jan S. Kirschke Benedikt Wiestler 50 7 0 28 Mar 2024
Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations Pranav Kulkarni Adway U. Kanhere Dharmam Savani Andrew Chan Devina Chatterjee P. Yi Vishwa S. Parekh MedIm 22 2 0 22 Mar 2024
H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 45 29 0 20 Mar 2024
SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts Xian Lin Yangyang Xiang Zhehao Wang Kwang-Ting Cheng Zengqiang Yan Li Yu VLM MedIm 29 0 0 20 Mar 2024
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 42 10 0 19 Mar 2024
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Jin Yang Peijie Qiu Yichi Zhang Daniel S. Marcus Aristeidis Sotiras MedIm 49 9 0 15 Mar 2024
Shortcut Learning in Medical Image Segmentation Manxi Lin Nina Weng K. Mikolaj Zahra Bashir M. B. S. Svendsen M. Tolsgaard Anders Christensen Aasa Feragen SSeg VLM 40 3 0 11 Mar 2024
A Segmentation Foundation Model for Diverse-type Tumors Jianhao Xie Ziang Zhang Guibo Luo Yuesheng Zhu MedIm AI4CE 26 0 0 11 Mar 2024