Title
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MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation Network Longfeng Shen Yanqi Hou Jiacong Chen Liangjin Diao Yaxi Duan 29 0 0 04 Nov 2024
Classifier-guided Gradient Modulation for Enhanced Multimodal Learning Zirun Guo Tao Jin Jingyuan Chen Zhou Zhao 45 7 0 03 Nov 2024
Enhancing Brain Tumor Classification Using TrAdaBoost and Multi-Classifier Deep Learning Approaches Mahin Mohammadi Saman Jamshidi 49 87 0 31 Oct 2024
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Transferring Knowledge from High-Quality to Low-Quality MRI for Adult Glioma Diagnosis Yanguang Zhao Long Bai Zhaoxi Zhang Yanan Wu Mobarakol Islam Hongliang Ren 24 0 0 24 Oct 2024
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Multi-modal Vision Pre-training for Medical Image Analysis Shaohao Rui Lingzhi Chen Zhenyu Tang Lilong Wang M. Liu Shanghang Zhang Xiaosong Wang 37 0 0 14 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 41 5 0 13 Oct 2024
Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation Chen Xu Qiming Huang Yuqi Hou Jiangxing Wu Fan Zhang Hyung Jin Chang Jianbo Jiao 35 0 0 11 Oct 2024
VoxelPrompt: A Vision-Language Agent for Grounded Medical Image Analysis Andrew Hoopes V. Butoi John Guttag Adrian V. Dalca MedIm LM&MA 37 1 0 10 Oct 2024
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data Jingyun Yang Jun Wang Guoqing Zhang Yang Li 26 1 0 09 Oct 2024
MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Yiwen Ye Ziyang Chen Jianpeng Zhang Yutong Xie Yong Xia MedIm 41 3 0 08 Oct 2024
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation Muhammad Hamza Sharif Muzammal Naseer Mohammad Yaqub Min Xu Mohsen Guizani OOD MedIm ViT 39 0 0 01 Oct 2024
AI generated annotations for Breast, Brain, Liver, Lungs and Prostate cancer collections in National Cancer Institute Imaging Data Commons G. Murugesan Diana McCrumb Rahul Soni J. Kumar Leonard Nuernberg ... Ulrike Wagner Sutton Granger Andrey Y. Fedorov Stephen Moore Jeff Van Oss 33 0 0 30 Sep 2024
MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI Vivek Kumar Trivedi Bheeshm Sharma P. Balamurugan DiffM MedIm 36 0 0 29 Sep 2024
DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data Lucas Robinet Ahmad Berjaoui Ziad Kheil Elizabeth Cohen-Jonathan Moyal AI4TS 23 1 0 25 Sep 2024
Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation Yulin Wang Honglin Xiong Kaicong Sun Shuwei Bai Ling Dai Zhongxiang Ding Jiameng Liu Qian Wang Qian Liu Dinggang Shen MedIm DiffM 36 1 0 25 Sep 2024
Multiscale Encoder and Omni-Dimensional Dynamic Convolution Enrichment in nnU-Net for Brain Tumor Segmentation Sahaj K. Mistry Sourav Saini Aashray Gupta Aayush Gupta Sunny Rai V. Jakhetiya Ujjwal Baid Sharath Chandra Guntuku 29 0 0 20 Sep 2024
Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging Daniel Capellán-Martín Zhifan Jiang Abhijeet Parida Xinyang Liu Van Lam ... Austin Tapp Sarah Elsharkawi María J. Ledesma-Carbayo Syed Muhammad Anwar M. Linguraru 33 3 0 12 Sep 2024
Bi-modality Images Transfer with a Discrete Process Matching Method Zhe Xiong Qiaoqiao Ding Xiaoqun Zhang MedIm 48 0 0 06 Sep 2024
Efficient Slice Anomaly Detection Network for 3D Brain MRI Volume Zeduo Zhang Yalda Mohsenzadeh MedIm 26 0 0 28 Aug 2024
Intraoperative Glioma Segmentation with YOLO + SAM for Improved Accuracy in Tumor Resection Samir Kassam Angelo Markham Katie Vo Yashas Revanakara Michael Lam Kevin Zhu 27 1 0 27 Aug 2024
Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment Perspective Zixuan Pan Jun Xia Zheyu Yan Guoyue Xu Yawen Wu Zhenge Jia Jianxu Chen Yiyu Shi 45 0 0 15 Aug 2024
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation Andrea Failla Salvatore Citraro Xiaoxi He Yi-Lun Pan Yunpeng Cai MedIm 34 4 0 02 Aug 2024
Medical SAM 2: Segment medical images as video via Segment Anything Model 2 Jiayuan Zhu Yunli Qi A. El Abbadi VLM MedIm 42 68 0 01 Aug 2024
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation Asbjorn Munk Jakob Ambsdorf S. Llambias Mads Nielsen 35 4 0 01 Aug 2024
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer Sungmin Kang Jaeha Song Jihie Kim MedIm 43 2 0 01 Aug 2024
3D U-KAN Implementation for Multi-modal MRI Brain Tumor Segmentation Tianze Tang Yanbing Chen Hai Shu 3DPC 30 10 0 01 Aug 2024
Unmasking unlearnable models: a classification challenge for biomedical images without visible cues Shivam Kumar Samrat Chatterjee 49 0 0 29 Jul 2024
Non-Reference Quality Assessment for Medical Imaging: Application to Synthetic Brain MRIs Karl Van Eeden Risager Torkan Gholamalizadeh Mostafa Mehdipour-Ghazi DiffM MedIm 21 2 0 20 Jul 2024
Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection F. Behrendt Debayan Bhattacharya R. Mieling Lennart Maack Julia Kruger R. Opfer Alexander Schlaefer 43 2 0 17 Jul 2024
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors Guanghua He Wangang Cheng Hancan Zhu Gaohang Yu 45 1 0 16 Jul 2024
Symmetry Awareness Encoded Deep Learning Framework for Brain Imaging Analysis Yang Ma Dongang Wang Peilin Liu L. Masters M. Barnett Weidong Cai Chenyu Wang 19 0 0 12 Jul 2024
Scalar Function Topology Divergence: Comparing Topology of 3D Objects I. Trofimov Daria Voronkova Eduard Tulchinskii Evgeny Burnaev Serguei Barannikov 35 0 0 11 Jul 2024
Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion Model Kyobin Choo Youngjun Jun Mijin Yun Seong Jae Hwang MedIm 31 3 0 06 Jul 2024
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis Tianling Liu Hongying Liu Fanhua Shang Lequan Yu Tong Han Liang Wan 54 1 0 06 Jul 2024
HyperSpace: Hypernetworks for spacing-adaptive image segmentation Samuel Joutard Maximilian Pietsch Raphael Prevost 47 3 0 04 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 36 8 0 03 Jul 2024
Non-Adversarial Learning: Vector-Quantized Common Latent Space for Multi-Sequence MRI Luyi Han T. Tan Tianyu Zhang Xin Wang Yuan Gao Chunyao Lu Xinglong Liang Haoran Dou Yunzhi Huang Ritse Mann DRL MedIm 23 0 0 03 Jul 2024
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis Lujun Gui Chuyang Ye Tianyi Yan MedIm DiffM 37 2 0 23 Jun 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 42 0 0 17 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
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 36 3 0 08 Jun 2024
Contour-weighted loss for class-imbalanced image segmentation Zhhengyong Huang Yao Sui 42 3 0 07 Jun 2024
IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI Ziyun Liang Xiaoqing Guo J. A. Noble Konstantinos Kamnitsas 30 3 0 04 Jun 2024
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation Hao Chen Hongrun Zhang U. W. Chan Rui Yin Xiaofei Wang Chao Li OOD 42 1 0 04 Jun 2024
Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models Cristiano Patrício C. Barbano Attilio Fiandrotti Riccardo Renzulli Marco Grangetto Luís F. Teixeira João C. Neves DiffM MedIm 32 0 0 02 Jun 2024
The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI Maria Correia de Verdier Rachit Saluja Louis Gagnon D. Labella Ujjwal Baid ... Philipp Vollmuth Ayman Nada Spyridon Bakas Evan Calabrese J. Rudie 56 20 0 28 May 2024