Geometric interpretation and data visualisation equivalent describing the DI algorithmic pipeline. حسب Borjan Milinkovic (21349908)

ABIDE dataset subject demographics. حسب Alexandria M. Jensen (6494957)

الموضوعات:

Comparison between algorithm and expert cell counting. حسب Adam L. Tyson (10892822)

الموضوعات:

Algorithm for solving Eq (7). حسب Yanfang Xue (547585)

Algorithm for solving Eq (12). حسب Yanfang Xue (547585)

Similarity between the hierarchical community structure of structural and functional brain graphs. حسب Arian Ashourvan (6685232)

Experimental results for all algorithms on benchmark functions. حسب Shuhan Du (13955497)

Visual depiction of the PCIA algorithm. حسب Kayson Fakhar (12890364)

Visual depiction of the MSA algorithm. حسب Kayson Fakhar (12890364)

Heterogeneity Analysis on Multi-State Brain Functional Connectivity and Adolescent Neurocognition حسب Shiying Wang (5179559)

"…<p>Brain functional connectivity or connectome, a unique measure for brain functional organization, provides a great potential to explain the neurobiological underpinning of behavioral profiles. …"

Multi-scale detection of hierarchical community architecture in structural and functional brain networks حسب Arian Ashourvan (6685232)

"…<div><p>Community detection algorithms have been widely used to study the organization of complex networks like the brain. …"

Local topological scales of hierarchical community organization in structural and functional brain graphs. حسب Arian Ashourvan (6685232)

Average runtime for all algorithms on benchmark functions (in second). حسب Shuhan Du (13955497)

Algorithm performance compared to mean of expert manual counts with varying axial sampling. حسب Adam L. Tyson (10892822)

الموضوعات:

Data_Sheet_1_Multivariate Brain Functional Connectivity Through Regularized Estimators.DOCX حسب Raymond Salvador (813880)

"…Results revealed distinct connectivity patterns from the two proposed methods, which were especially relevant in the age-related analyses where both ridge and random forest regressions showed significant patterns of age-related disconnection, almost completely absent from the much less sensitive global brain connectivity maps. On the other hand, the greater flexibility provided by the random forest algorithm allowed detecting sex-specific differences. …"

Data_Sheet_2_Multivariate Brain Functional Connectivity Through Regularized Estimators.DOCX حسب Raymond Salvador (813880)

"…Results revealed distinct connectivity patterns from the two proposed methods, which were especially relevant in the age-related analyses where both ridge and random forest regressions showed significant patterns of age-related disconnection, almost completely absent from the much less sensitive global brain connectivity maps. On the other hand, the greater flexibility provided by the random forest algorithm allowed detecting sex-specific differences. …"

Data_Sheet_3_Multivariate Brain Functional Connectivity Through Regularized Estimators.DOCX حسب Raymond Salvador (813880)

"…Results revealed distinct connectivity patterns from the two proposed methods, which were especially relevant in the age-related analyses where both ridge and random forest regressions showed significant patterns of age-related disconnection, almost completely absent from the much less sensitive global brain connectivity maps. On the other hand, the greater flexibility provided by the random forest algorithm allowed detecting sex-specific differences. …"

Workflow of algorithm for whole brain flow simulation. حسب Erlend Hodneland (391541)

The TPC algorithm. حسب Rahul Biswas (14117086)

الموضوعات:

Application of multi-scale community detection to subject-level and group-level resting state functional brain networks. حسب Arian Ashourvan (6685232)