[PDF][PDF] 基于神经影像和机器学习的大脑功能图谱构建方法综述

杨梦婷, 张道强, 温旭云 - 中国生物医学工程学报, 2024 - cjbme.csbme.org
脑图谱是包括大脑功能探索, 神经和认知科学以及临床诊疗在内的脑科学研究的重要工具,
其主要通过神经影像数据, 利用机器学习方法进行构建, 由此产生的分割模式是理解大脑组织和 …

[HTML][HTML] Graph Learning for Cortical Parcellation from Tensor Decompositions of Resting-State fMRI

Y Liu, J Li, JL Wisnowski, RM Leahy - bioRxiv, 2024 - ncbi.nlm.nih.gov
Cortical parcellation has long been a cornerstone in the field of neuroscience, enabling the
cerebral cortex to be partitioned into distinct, non-overlapping regions that facilitate the …

Human Brain Mapping of Homotopic Functional Affinity

LZ Chen, XN Zuo - bioRxiv, 2024 - biorxiv.org
Spatially corresponding areas in the left and right hemispheres of the human brain, also
known as homotopic brain regions, often exhibit functional similarities, ie, functional …

Phylogeny of neocortical-hippocampal projections provides insight in the nature of human memory

D Reznik, P Majka, MGP Rosa, MP Witter, CF Doeller - bioRxiv, 2024 - biorxiv.org
Throughout mammalian evolution, the hippocampal region, unlike the neocortex, largely
preserved its cytoarchitectural organization and its role in mnemonic functions. This contrast …

Threshold-Free Network-Oriented Statistics in Neuroscience

Z Hao, P Wang, X Xia, Y Pan, W Dou - bioRxiv, 2024 - biorxiv.org
Network neuroscience has emerged as an indispensable tool for studying brain structure
and function. Currently, the network-based statistic (NBS) procedure is widely used for …

Low-dimensional controllability of complex networks and applications to the human brain

RB Messaoud - 2023 - theses.hal.science
Controllability and optimal control are specific fields of mathematics that have been
developed since the industrial revolution in order to command engineered systems …

Integrative insights into brain function and metabolism: Investigating the resting-state [18F] FDG-PET/fMRI coupling through partial least squares correlation analysis

C TARRICONE - thesis.unipd.it
Different brain functional networks display different metabolic consumption, but the
relationship between regional brain metabolism and resting-state networks is still under …