Zeigar's starred repositories

ai-for-grant-writing

A curated list of resources for using LLMs to develop more competitive grant applications.

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europond-software

Description of the toolbox of computational models emanating from the EuroPOND consortium

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neural_timeseries_diffusion

This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probabilistic models". @jsvetter

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scfc-coupling

Code for paper Heritability and interindividual variability of regional structure-function coupling.

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review

Repository of scripts and data for the "Robustness and resilience of complex networks" paper by Oriol Artime, Marco Grassia, Manlio De Domenico, James P. Gleeson, Hernán A. Makse, Giuseppe Mangioni, Matjaž Perc and Filippo Radicchi, published at Nature Review Physics (2024). https://doi.org/10.1038/s42254-023-00676-y

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integrated-info-decomp

Python package for Integrated Information Decomposition (PhiID)

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leaddbs

Lead-DBS is a MATLAB toolbox facilitating deep brain stimulation electrode localization and connectomic neuroimaging.

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brain-coloring

BrainPainter - Brain Visualisation Software

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kde_ebm

Newer version of the KDEEBM code

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SuStaInMatlab

Subtype and Stage Inference [Young+, Nature Communications 2018]

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pySuStaIn

Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data.

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Disease-Progress-Model

Data and code supporting Jiang et al., 2023 "Neuroimaging biomarkers define neurophysiological subtypes with distinct trajectories in schizophrenia"

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PALS

Pipeline for Analysing Lesions after Stroke (PALS) is a scalable and user-friendly toolbox designed to facilitate standardised analysis and ensure quality in stroke research using T1-weighted MRIs

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NeuroGNN

NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural Networks (GNNs) to capture intricate spatial, temporal, semantic, and taxonomic correlations between EEG electrode locations and brain regions, resulting in improved accuracy. Presented at PAKDD '24.

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MIDAS

Regionally linear multivariate discriminative statistical mapping

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neuroCombat

Harmonization of multi-site imaging data with ComBat (Python)

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hansen_receptors

Data and code supporting Hansen et al., 2022 Nature Neuroscience "Mapping neurotransmitter systems to the structural and functional organization of the human neocortex"

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smith_ect

Repository with code for 2022 paper for the periodic and aperiodic correlates of electroconvulsive therapy (ECT)

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mat_py_mat

Examples and tooling for using spectral parameterization within a Matlab workflow.

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Targeted-Functional-Network-Stimulation

Code for implementing the Targeted Functional Network Stimulation (TANS) approach described in "Automated optimization of TMS coil placement for personalized functional network engagement", Lynch et al. 2022 (Neuron).

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nemo

Network Modification Tool

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ANTsRCore

Rcpp bindings for the C++ ANTs library used by the ANTsR package

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ITKR

port of ITK to R

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