Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease

11 July 2022

Papers citing "Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease"

7 / 7 papers shown

Title
Enhancing MRI-Based Classification of Alzheimer's Disease with Explainable 3D Hybrid Compact Convolutional Transformers Arindam Majee Avisek Gupta S. Raha Swagatam Das MedIm 26 2 0 24 Mar 2024
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 18 2 0 05 Sep 2023
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance Yuqian Chen L. Zekelman Chaoyi Zhang Tengfei Xue Yang Song ... Yogesh Rathi A. Golby Weidong (Tom) Cai Fan Zhang L. O’Donnell 33 11 0 08 Jul 2023
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography Tengfei Xue Fan Zhang L. Zekelman Chaoyi Zhang Yuqian Chen ... W. Wells Yogesh Rathi N. Makris Weidong Cai L. O’Donnell 25 7 0 13 Oct 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
MixCo: Mix-up Contrastive Learning for Visual Representation Sungnyun Kim Gihun Lee Sangmin Bae Seyoung Yun SSL 109 80 0 13 Oct 2020
On the design of convolutional neural networks for automatic detection of Alzheimer's disease Sheng Liu Chhavi Yadav C. Fernandez‐Granda N. Razavian 36 46 0 09 Nov 2019