Is a PET all you need? A multi-modal study for Alzheimer's disease using
3D CNNs

Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs

5 July 2022

Ignacio Sarasua

Sebastian Polsterl

Christian Wachinger

Papers citing "Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs"

9 / 9 papers shown

Title
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET Yitong Li Morteza Ghahremani Youssef Wally Christian Wachinger MedIm 36 0 0 30 Oct 2024
A review of deep learning-based information fusion techniques for multimodal medical image classification Yi-Hsuan Li Mostafa EL HABIB DAHO Pierre-Henri Conze Rachid Zeghlache Hugo Le Boité R. Tadayoni B. Cochener M. Lamard G. Quellec 35 31 0 23 Apr 2024
A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders Guoxin Wang Sheng Shi Shan An Fengmei Fan Wenshu Ge Qi Wang Feng Yu Zhiren Wang 18 0 0 15 Jan 2024
Deep Multimodal Fusion for Surgical Feedback Classification Rafal Kocielnik Elyssa Y. Wong Timothy N. Chu Lydia Lin De-An Huang Jiayun Wang A. Anandkumar Andrew J. Hung 27 2 0 06 Dec 2023
Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification Guoxin Wang Xuyang Cao Shan An Fengmei Fan Chao Zhang Jinsong Wang Feng Yu Zhiren Wang MedIm 19 0 0 04 Oct 2023
RegBN: Batch Normalization of Multimodal Data with Regularization Morteza Ghahremani Christian Wachinger 28 6 0 01 Oct 2023
How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis Dewinda Julianensi Rumala 11 5 0 01 Sep 2023
Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images Yanteng Zhang Qizhi Teng Xiaohai He Tong Niu Lipei Zhang Yan Liu Chao Ren MedIm 14 7 0 10 Aug 2023
Don't PANIC: Prototypical Additive Neural Network for Interpretable Classification of Alzheimer's Disease Tom Nuno Wolf Sebastian Polsterl Christian Wachinger FAtt 24 6 0 13 Mar 2023