Med3D: Transfer Learning for 3D Medical Image Analysis

1 April 2019

Papers citing "Med3D: Transfer Learning for 3D Medical Image Analysis"

50 / 191 papers shown

Title
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation Jiong Wu Yang Xing Boxiao Yu Wei Shao Kuang Gong MedIm 5 0 0 25 May 2025
Metrics that matter: Evaluating image quality metrics for medical image generation Yash Deo Yan Jia T. Lassila William A. P. Smith T. Lawton Siyuan Kang Alejandro F. Frangi Ibrahim Habli 62 0 0 12 May 2025
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration Honglong Yang Shanshan Song Yi Qin Lehan Wang Haonan Wang Xinpeng Ding Qixiang Zhang Bodong Du Xuelong Li LM&MA 46 0 0 11 May 2025
Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis Zhongying Deng Haoyu Wang Ziyan Huang Li Zhang Angelica I Aviles-Rivero Chaoyu Liu Junjun He Zoe Kourtzi Carola-Bibiane Schönlieb MedIm AI4CE 62 0 0 01 May 2025
Anatomical Similarity as a New Metric to Evaluate Brain Generative Models Bahram Jafrasteh Wei Peng Cheng Wan Yimin Luo Ehsan Adeli Qingyu Zhao DiffM MedIm 69 0 0 30 Apr 2025
Towards a deep learning approach for classifying treatment response in glioblastomas Ana Matoso Catarina Passarinho Marta P. Loureiro José Maria Moreira Patrícia Figueiredo Rita G. Nunes AI4CE 41 0 0 25 Apr 2025
Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations Ruijie Wang Luca Rossetto Susan Mérillat Christina Röcke Mike Martin Abraham Bernstein DiffM MedIm 71 0 0 15 Apr 2025
MedIL: Implicit Latent Spaces for Generating Heterogeneous Medical Images at Arbitrary Resolutions Tyler A. Spears Shen Zhu Yinzhu Jin A. Shrivastava P. T. Fletcher LM&MA MedIm 57 0 0 12 Apr 2025
MO-CTranS: A unified multi-organ segmentation model learning from multiple heterogeneously labelled datasets Zhendi Gong S. Francis Eleanor Cox Stamatios N. Sotiropoulos Dorothee Auer Guoping Qiu Andrew P French Xin Chen ViT 41 0 0 28 Mar 2025
iMedImage Technical Report Ran Wei ZhiXiong Lan Qing Yan Ning Song Ming Lv LongQing Ye 66 0 0 27 Mar 2025
Resolution Invariant Autoencoder Ashay Patel Michela Antonelli Sebastien Ourselin M. Jorge Cardoso OOD 81 0 0 12 Mar 2025
Learning 3D Medical Image Models From Brain Functional Connectivity Network Supervision For Mental Disorder Diagnosis Xingcan Hu Wei Wang Li Xiao 55 0 0 06 Mar 2025
Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis Shijia Zhang Xiyu Ding Brian Caffo Junyu Chen Cindy Zhang Hadi Kharrazi Zheyu Wang MedIm 41 0 0 01 Mar 2025
EXACT-CT: EXplainable Analysis for Crohn's and Tuberculosis using CT Shashwat Gupta Sarthak Gupta Akshan Agrawal Mahim Naaz Rajanikanth Yadav Priyanka Bagade 54 0 0 28 Feb 2025
SYN-LUNGS: Towards Simulating Lung Nodules with Anatomy-Informed Digital Twins for AI Training F. I. Tushar Lavsen Dahal Cindy McCabe Fong Chi Ho Paul Segars E. Abadi Kyle J. Lafata Ehsan Samei J. Lo MedIm AI4CE 79 1 0 28 Feb 2025
Lung-DDPM: Semantic Layout-guided Diffusion Models for Thoracic CT Image Synthesis Yifan Jiang Yannick Lemaréchal Josée Bafaro Jessica Abi-Rjeile Philippe Joubert Philippe Després Venkata Manem MedIm DiffM 72 1 0 24 Feb 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan Yuille Zongwei Zhou MedIm 65 9 0 20 Jan 2025
Guiding the classification of hepatocellular carcinoma on 3D CT-scans using deep and handcrafted radiological features E. Sarfati A. Bône M-M. Rohé C. Aubé M. Ronot P. Gori I. Bloch 69 0 0 14 Jan 2025
Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion Xiyue Zhu Dou Hoon Kwark Ruike Zhu Kaiwen Hong Yiqi Tao Shirui Luo Yudu Li Zhi-Pei Liang Volodymyr V. Kindratenko MedIm 77 0 0 13 Jan 2025
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Yulin Wang Haoji Zhang Yang Yue Shiji Song Chao Deng Junlan Feng Gao Huang 93 3 0 15 Dec 2024
Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model Yiming Shi Xun Zhu Ying Hu Chenyi Guo Miao Li Ji Wu 91 1 0 19 Nov 2024
Tumor Location-weighted MRI-Report Contrastive Learning: A Framework for Improving the Explainability of Pediatric Brain Tumor Diagnosis Sara Ketabi Matthias W. Wagner C. Hawkins U. Tabori B. Ertl-Wagner Farzad Khalvati 62 1 0 01 Nov 2024
Assessing the Efficacy of Classical and Deep Neuroimaging Biomarkers in Early Alzheimer's Disease Diagnosis Milla E. Nielsen Mads Nielsen Mostafa Mehdipour-Ghazi AI4CE 26 0 0 31 Oct 2024
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 56 0 0 29 Oct 2024
Bridging the Diagnostic Divide: Classical Computer Vision and Advanced AI methods for distinguishing ITB and CD through CTE Scans Shashwat Gupta L. Gokulnath Akshan Aggarwal Mahim Naz Rajnikanth Yadav Priyanka Bagade 23 2 0 23 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 50 3 0 23 Oct 2024
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu Shanghang Zhang Xiaofan Zhang MedIm 75 2 0 20 Oct 2024
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing Daniya Najiha Abdul Kareem Mustansar Fiaz Noa Novershtern Jacob Hanna Hisham Cholakkal 49 4 0 20 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 44 3 0 08 Oct 2024
A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints Michael Munn Susan Wei 52 0 0 08 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI Jonghun Kim Mansu Kim Hyunjin Park MedIm ViT 28 0 0 01 Oct 2024
Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ Segmentation Yuran Wang Zhijing Wan Yansheng Qiu Zheng Wang DiffM MedIm 39 0 0 30 Sep 2024
DS-ViT: Dual-Stream Vision Transformer for Cross-Task Distillation in Alzheimer's Early Diagnosis Ke Chen Yifeng Wang Yufei Zhou Haohan Wang 16 1 0 11 Sep 2024
A Quantitative Approach for Evaluating Disease Focus and Interpretability of Deep Learning Models for Alzheimer's Disease Classification Thomas Yu Chow Tam Litian Liang Ke Chen Haohan Wang Wei Wu 29 1 0 07 Sep 2024
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Xixi Jiang Dong Zhang Xiang Li Kangyi Liu Kwang-Ting Cheng Xin Yang OOD 35 1 0 05 Sep 2024
Unmasking unlearnable models: a classification challenge for biomedical images without visible cues Shivam Kumar Samrat Chatterjee 49 0 0 29 Jul 2024
Lesion-Aware Cross-Phase Attention Network for Renal Tumor Subtype Classification on Multi-Phase CT Scans Kwang-Hyun Uhm Seung-Won Jung Sung-Hoo Hong Sung-Jea Ko MedIm 42 1 0 24 Jun 2024
Encoding Matching Criteria for Cross-domain Deformable Image Registration Zhuoyuan Wang Haiqiao Wang Yi Wang MedIm 57 1 0 18 Jun 2024
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET Symac Kim Junho Moon Haejun Chung Ikbeom Jang MedIm 57 0 0 18 Jun 2024
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 59 1 0 16 Jun 2024
Inter-slice Super-resolution of Magnetic Resonance Images by Pre-training and Self-supervised Fine-tuning Xin Wang Zhiyun Song Yitao Zhu Sheng Wang Lichi Zhang Dinggang Shen Qian Wang SupR 23 2 0 10 Jun 2024
MTS-Net: Dual-Enhanced Positional Multi-Head Self-Attention for 3D CT Diagnosis of May-Thurner Syndrome Yixin Huang Yiqi Jin Ke Tao Kaijian Xia Jianfeng Gu Lei Yu Lan Du Cunjian Chen 51 0 0 07 Jun 2024
Federated and Transfer Learning for Cancer Detection Based on Image Analysis Amine Bechar Y. Elmir Yassine Himeur Rafik Medjoudj Abbes Amira MedIm 51 4 0 30 May 2024
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation Wentian Xu Matthew Moffat Thalia Seale Ziyun Liang Felix Wagner ... David Menon Virginia Newcombe Natalie Voets Abhirup Banerjee Konstantinos Kamnitsas 48 3 0 28 May 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 Yuille Yucheng Tang Zongwei Zhou MedIm VLM 67 17 0 28 May 2024
Confidence-aware multi-modality learning for eye disease screening K. Zou Tian Lin Zongbo Han Meng Wang Xuedong Yuan Haoyu Chen Changqing Zhang Xiaojing Shen Huazhu Fu 71 3 0 28 May 2024
Enhancing Clinically Significant Prostate Cancer Prediction in T2-weighted Images through Transfer Learning from Breast Cancer Chi-en Amy Tai Alexander Wong 37 1 0 13 May 2024
Improving Breast Cancer Grade Prediction with Multiparametric MRI Created Using Optimized Synthetic Correlated Diffusion Imaging Chi-en Amy Tai Alexander Wong 31 0 0 13 May 2024
Using Multiparametric MRI with Optimized Synthetic Correlated Diffusion Imaging to Enhance Breast Cancer Pathologic Complete Response Prediction Chi-en Amy Tai Alexander Wong 26 0 0 13 May 2024
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets F. I. Tushar Avivah Wang Lavsen Dahal Michael R. Harowicz Kyle J. Lafata Tina D. Tailor Joseph Y. Lo 49 3 0 07 May 2024