Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma

10 March 2025

Papers citing "Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma"

9 / 9 papers shown

Title
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 269 26 0 17 Jan 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs Sheng Zhang Yanbo Xu Naoto Usuyama Hanwen Xu J. Bagga ... Carlo Bifulco M. Lungren Tristan Naumann Sheng Wang Hoifung Poon LM&MA MedIm 199 226 0 10 Jan 2025
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 178 265 0 22 May 2023
The Rio Hortega University Hospital Glioblastoma dataset: a comprehensive collection of preoperative, early postoperative and recurrence MRI scans (RHUH-GBM) S. Cepeda S. García-García I. Arrese Francisco Herrero Trinidad Escudero T. Zamora R. Sarabia 24 12 0 27 Apr 2023
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-oncology (I3CR-WANO) Satrajit Chakrabarty S. A. Abidi Mina S. Mousa Mahati Mokkarala Isabelle Hren ... Yuzhuo Su Sherry Thorpe Caroline Chung Aristeidis Sotiras Daniel S. Marcus 39 8 0 06 Oct 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 120 1,125 0 04 Jan 2022
The University of California San Francisco Preoperative Diffuse Glioma MRI (UCSF-PDGM) Dataset Evan Calabrese J. Villanueva-Meyer J. Rudie A. Rauschecker Ujjwal Baid Spyridon Bakas S. Cha John T Mongan Christopher P. Hess MedIm 46 83 0 30 Aug 2021
The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification Ujjwal Baid S. Ghodasara S. Mohan Michel Bilello Evan Calabrese ... M. Weber A. Mahajan Bjoern Menze Adam Flanders Spyridon Bakas 143 634 0 05 Jul 2021
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation Reuben Dorent Samuel Joutard Marc Modat Sébastien Ourselin Tom Vercauteren MedIm 56 123 0 25 Jul 2019