Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections

25 November 2020

Papers citing "Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections"

5 / 5 papers shown

Title
Self-Supervised Representation Learning for Nerve Fiber Distribution Patterns in 3D-PLI Alexander Oberstrass Sascha E. A. Muenzing Meiqi Niu N. Palomero-Gallagher Christian Schiffer M. Axer K. Amunts Timo Dickscheid 14 3 0 30 Jan 2024
Denoising Diffusion Probabilistic Models for Image Inpainting of Cell Distributions in the Human Brain Jan-Oliver Kropp Christian Schiffer K. Amunts Timo Dickscheid DiffM MedIm 12 0 0 28 Nov 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
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions Tengfei Xue Fan Zhang Chaoyi Zhang Yuqian Chen Yang Song A. Golby N. Makris Yogesh Rathi Weidong (Tom) Cai L. O’Donnell 11 32 0 18 Jul 2022
2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks Christian Schiffer Stefan Harmeling K. Amunts Timo Dickscheid 3DH 3DV 11 2 0 09 Mar 2021