Title
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma A. Gomaa Yixing Huang Amr Hagag Charlotte Schmitter Daniel Höfler ... U. Gaipl S. Semrau Christoph Bert R. Fietkau F. Putz 21 8 0 21 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
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A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts Xinru Zhang N. Ou Berke Doga Basaran Marco Visentin Mengyun Qiao ... Ouyang Cheng Yaou Liu Paul M. Matthew Chuyang Ye Wenjia Bai MedIm 45 4 0 16 May 2024
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge D. Labella Ujjwal Baid O. Khanna Shan McBurney-Lin Ryan McLean ... A. Abouelatta Tanvir Rizvi Klara Willms Dann C. Martin Abdullah Okar 44 7 0 16 May 2024
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On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural Networks F. Maani Anees Ur Rehman Hashmi Numan Saeed Mohammad Yaqub 32 2 0 05 May 2024
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The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs) A. Kazerooni Nastaran Khalili Xinyang Liu Deep Gandhi Zhifan Jiang ... Spyridon Bakas Adam C. Resnick B. Rood A. Vossough M. Linguraru 23 5 0 23 Apr 2024
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Jianghao Wu Dong Guo Guotai Wang Qian Yue H. Yu Kang Li Shaoting Zhang OOD 43 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 33 0 0 03 Apr 2024
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts Qin Liu Jaemin Cho Mohit Bansal Marc Niethammer VLM 38 10 0 31 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
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Building Brain Tumor Segmentation Networks with User-Assisted Filter Estimation and Selection Matheus A. Cerqueira Flávia Sprenger B. C. Teixeira A. X. Falcão 35 10 0 19 Mar 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images Chaoqin Huang Aofan Jiang Jinghao Feng Ya Zhang Xinchao Wang Yanfeng Wang MedIm 45 25 0 19 Mar 2024
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel 37 1 0 15 Mar 2024
Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective Yu Cai Hao Chen Kwang-Ting Cheng MedIm 21 9 0 14 Mar 2024
Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks F. Maani Anees Ur Rehman Hashmi Mariam Aljuboory Numan Saeed I. Sobirov Mohammad Yaqub 56 5 0 14 Mar 2024
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation Lipei Zhang Yanqi Cheng Lihao Liu Carola-Bibiane Schönlieb Angelica I Aviles-Rivero AI4CE 38 8 0 14 Mar 2024
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation Theodore Barfoot Luis C. García-Peraza-Herrera Ben Glocker Tom Vercauteren UQCV 43 3 0 11 Mar 2024
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation Hairong Shi Songhao Han Shaofei Huang Yue Liao Guanbin Li Xiangxing Kong Hua Zhu Xiaomu Wang Si Liu MedIm 35 3 0 09 Mar 2024
Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation Zhongzhen Huang Linda Wei Shaoting Zhang Xiaofan Zhang 39 0 0 04 Mar 2024
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis Paul Friedrich J. Wolleb Florentin Bieder Alicia Durrer P. Cattin MedIm 49 17 0 29 Feb 2024
MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation Hanan Gani Muzammal Naseer Fahad Khan Salman Khan 28 0 0 27 Feb 2024
How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation André Ferreira Naida Solak Jianning Li Philipp Dammann Jens Kleesiek Victor Alves Jan Egger 32 13 0 27 Feb 2024
Denoising Diffusion Models for Inpainting of Healthy Brain Tissue Alicia Durrer P. Cattin J. Wolleb MedIm 31 4 0 27 Feb 2024
QIS : Interactive Segmentation via Quasi-Conformal Mappings Han Zhang Daoping Zhang L. Lui 32 1 0 22 Feb 2024
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models Tianyi Ren Abhishek Sharma Juampablo Heras Rivera Harshitha Rebala Ethan Honey Agamdeep Chopra Jacob Ruzevick Mehmet Kurt DiffM MedIm 32 0 0 12 Feb 2024
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation Tianyi Ren Ethan Honey Harshitha Rebala Abhishek Sharma Agamdeep Chopra Mehmet Kurt 16 5 0 10 Feb 2024
Self-calibrated convolution towards glioma segmentation Felipe C. R. Salvagnini Gerson O. Barbosa Alexandre X. Falcão C. A. N. Santos 28 0 0 07 Feb 2024
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model Haifan Gong Luoyao Kang Yitao Wang Xiang Wan Haofeng Li Mamba 33 34 0 05 Feb 2024
Decentralized Gossip Mutual Learning (GML) for brain tumor segmentation on multi-parametric MRI Jingyun Chen Yading Yuan FedML 16 1 0 27 Jan 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation Marianne Rakic Hallee E. Wong Jose Javier Gonzalez Ortiz Beth Cimini John Guttag Adrian V. Dalca 36 11 0 24 Jan 2024
Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet S. Pandey Satyasaran Changdar Mathias Perslev Erik Dam 28 1 0 12 Jan 2024
Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry Xinzhe Luo Xin Wang Linda Shapiro Chun Yuan Jianfeng Feng Xiahai Zhuang 39 0 0 04 Jan 2024
Train-Free Segmentation in MRI with Cubical Persistent Homology Anton François Raphael Tinarrage 3DV 33 1 0 02 Jan 2024
Towards SAMBA: Segment Anything Model for Brain Tumor Segmentation in Sub-Sharan African Populations Mohannad Barakat Noha Magdy Jjuuko George William Ethel Phiri Raymond Confidence Dong Zhang U. Anazodo 28 3 0 19 Dec 2023
MedYOLO: A Medical Image Object Detection Framework Joseph D. Sobek Jose R. Medina Inojosa Betsy J. Medina Inojosa S. M. Rassoulinejad-Mousavi G. Conte Francisco Lopez-Jimenez Brad J Erickson 22 16 0 12 Dec 2023
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Hallee E. Wong Marianne Rakic John Guttag Adrian V. Dalca 33 18 0 12 Dec 2023
DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection Haoyang He Jiangning Zhang Hongxu Chen Xuhai Chen Zhishan Li Xu Chen Yabiao Wang Chengjie Wang Lei Xie DiffM 30 28 0 11 Dec 2023
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Unsupervised Anomaly Detection using Aggregated Normative Diffusion Alexander Frötscher J. Kapoor T. Wolfers Christian F. Baumgartner DiffM MedIm 27 1 0 04 Dec 2023
Automated 3D Tumor Segmentation using Temporal Cubic PatchGAN (TCuP-GAN) K. Mantha Ramanakumar Sankar Lucy Fortson MedIm 32 0 0 23 Nov 2023
GMISeg: General Medical Image Segmentation without Re-Training Jing Xu VLM 35 1 0 21 Nov 2023
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks Jin Ye Junlong Cheng Jianpin Chen Zhongying Deng Tian-Xin Li ... Hui Sun Min Zhu Shaoting Zhang Junjun He Yu Qiao VLM MedIm 41 37 0 20 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 40 18 0 19 Nov 2023
End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan SyDa MedIm 24 4 0 17 Nov 2023
Synthetic Tumor Manipulation: With Radiomics Features Inye Na Jonghun Kim Hyunjin Park MedIm AI4CE 27 2 0 05 Nov 2023
Hybrid-Fusion Transformer for Multisequence MRI Jihoon Cho Jinah Park MedIm ViT 39 6 0 02 Nov 2023