The University of California San Francisco Preoperative Diffuse Glioma
MRI (UCSF-PDGM) Dataset

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The University of California San Francisco Preoperative Diffuse Glioma MRI (UCSF-PDGM) Dataset

30 August 2021

J. Villanueva-Meyer

Spyridon Bakas

Christopher P. Hess

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Papers citing "The University of California San Francisco Preoperative Diffuse Glioma MRI (UCSF-PDGM) Dataset"

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Title
Revisiting Medical Image Retrieval via Knowledge Consolidation Yang Nan Huichi Zhou Xiaodan Xing G. Papanastasiou Lei Zhu Zhifan Gao Alejandro F Fangi G. Yang 75 0 0 12 Mar 2025
Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma Somayeh Farahani Marjaneh Hejazi A. Di Ieva Emad Fatemizadeh Sidong Liu 92 0 0 10 Mar 2025
A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma A. Gomaa Yixing Huang Pluvio Stephan Katharina Breininger Benjamin Frey ... U. Gaipl Christoph Bert R. Fietkau M. Schmidt F. Putz 136 1 0 06 Feb 2025
Multi-modal Vision Pre-training for Medical Image Analysis Shaohao Rui Lingzhi Chen Zhenyu Tang Lilong Wang M. Liu Shanghang Zhang Xiaosong Wang 69 0 0 14 Oct 2024
T1-contrast Enhanced MRI Generation from Multi-parametric MRI for Glioma Patients with Latent Tumor Conditioning Zach Eidex Mojtaba Safari Richard L. J. Qiu D. Yu Hui-Kuo Shu H. Mao Xiaofeng Yang MedIm 73 1 0 03 Sep 2024
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data Langrui Zhou Guang Li MedIm 156 1 0 26 Aug 2024
Deep Learning Based Apparent Diffusion Coefficient Map Generation from Multi-parametric MR Images for Patients with Diffuse Gliomas Zach Eidex Mojtaba Safari Jacob F. Wynne Richard L. J. Qiu Tonghe Wang David Viar Hernandez Hui-Kuo Shu H. Mao Xiaofeng Yang DiffM MedIm 71 3 0 02 Jul 2024
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 66 9 0 21 May 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 59 0 0 03 Apr 2024
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 100 21 0 19 Nov 2023
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Yixing Huang Christoph Bert Rostislav Makarov Alexander Alenin Andreas Maier F. Putz FedML CLL 61 1 0 29 Sep 2023
Interpretable 2D Vision Models for 3D Medical Images Alexander Ziller Ayhan Can Erdur Marwa Trigui Alp Guvenir Tamara T. Mueller ... Johannes Brandt J. Peeken R. Braren Daniel Rueckert Georgios Kaissis MedIm 53 0 0 13 Jul 2023
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling Dixian Zhu Bokun Wang Zhi Chen Yaxing Wang Milan Sonka Xiaodong Wu Tianbao Yang 134 3 0 14 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 38 12 0 27 Apr 2023
Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report Pouria Rouzrokh Bardia Khosravi S. Faghani Mana Moassefi Sanaz Vahdati Bradley J. Erickson DiffM MedIm 122 24 0 21 Oct 2022