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# A detailed kinetic model of Eastern equine encephalitis virus replication in a susceptible host cell ## Requirements 1. Anaconda 2. If you are using Windows, you will need to install WSL ([Instructions](https://learn.microsoft.com/en-us/windows/wsl/install)) 3. Figure visualization notebooks _individually_ require ...
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# Object detection models for acid-fast bacilli screening [Paper](https://journals.asm.org/doi/10.1128/spectrum.00602-25) ## Models & Datasets Our trained models, as used to generate the results in our paper, [are available on Huggingface](https://huggingface.co/arup-ri/afb), as are the [datasets they were trained an...
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# AI-Powered Mobile App for Nuclear Cataract Detection This Android mobile application is part of the research described in the accompanying scientific article.   Author: Alicja Anna Ignatowicz Supervision: Tomasz Marciniak It implements a deep learning–based classifier to support the assessment of cataracts using o...
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# dOccLS — Molecular and haemodynamic effects of LSD in the human brain Code and data accompanying the dOccLS manuscript. This repository contains everything needed to reproduce the receptor occupancy and fMRI Global Correlation (GCOR) analyses. ## Repository structure ``` code/ ├── run_gcor_pipeline.m Main M...
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# Microsaccade bias shift vs. maintain experiment Experimental code for an orientation change detection task, designed to measure microsaccade bias during covert attention, programmed in Python. > ### Paper > This code relates to the published paper: [Microsaccades track shifting but not necessarily maintaining covert...
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# A Flexible Low-Complexity DNN Solution for Power Control in Cell-Free Massive MIMO This repository contains the dataset and code to reproduce results of the following papers: G. García-Barrios, M. Fuentes, and D. Martín-Sacristán, “A Study on the Robustness of a DNN Under Scenario Shifts for Power Control in Cell-F...
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The repository contains some python scripts for training and inferring test document vectors using paragraph vectors or doc2vec. Requirements ============ * Python2: Pre-trained models and scripts all support Python2 only. * Gensim: Best to use my [forked version](https://github.com/jhlau/gensim) of gensim; the latest...
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# Deep-learning models of the ascending proprioceptive pathway are subject to illusions ## Authors Adriana Perez Rotondo\*, Merkourios Simos\*, Florian David, Sebastian Pigeon, Olaf Blanke, & Alexander Mathis \*These authors contributed equally to this work. EPFL - École Polytechnique Fédérale de Lausanne, Switzerl...
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# ijp-jacop-b [![Build Status](https://github.com/BIOP/ijp-jacop-b/actions/workflows/build.yml/badge.svg)](https://github.com/BIOP/ijp-jacop-b/actions/workflows/build.yml) [![Maven Scijava Version](https://img.shields.io/github/v/tag/BIOP/ijp-jacop-b?label=Version-[Maven%20Scijava])](https://maven.scijava.org/#browse/...
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# Symmetries and Synchronization from Whole-Neural Activity in *C. elegans* Connectome This repository accompanies the paper **"Symmetries and synchronization from whole-neural activity in *C. elegans* connectome: Integration of functional and structural networks."** It contains the Python code and analysis scripts us...
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slugFind, or MPC approach as it is referred to in its accompanying manuscript, infers neuronal spiking as a function of calcium imaging data. Corresponding Author: Nicholas A. Rondoni nrondoni@ucsc.edu Please reach out if you have any questions about this software implementation! This direct...
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# SpinDoctor Toolbox SpinDoctor is a software package that performs numerical simulations of diffusion magnetic resonance imaging (dMRI) for prototyping purposes. ## Software requirements The SpinDoctor Toolbox has been developed in the MATLAB R2020b and tested with MATLAB R2018a-R2021a. SpinDoctor requires no add...
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[![DOI](https://zenodo.org/badge/296102080.svg)](https://zenodo.org/badge/latestdoi/296102080) # spynal: the Simple Python Neural Analysis Library Tools for preprocessing and basic analysis of systems/cognitive neurophysiology data in Python Covers typical preprocessing and basic analysis steps in neural analysis w...
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# A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress? This is the official repository for the paper "[A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?](https://arxiv.org/abs/2302.11640)" (ICLR 2023). ### Datasets In the paper we intro...
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# SFGPI BIDS ## Overview This repository contains BIDS-converted MRI data for: Hall-McMaster, Tomov, Gershman* & Schuck* (2025). Neural evidence that humans reuse strategies to solve new tasks. *PLOS Biology*. ## Usage ### Get data ```bash $ datalad clone git@gin.g-node.org:/sam.hall-mcmaster/sfgpi-bids.git [INFO ...
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### ct2print voxels to mesh A basic example of converting a voxel-based image to a simplified mesh. This interactive drag-and-drop web page allows you to create meshes that can be used with a 3D printer. **No data is sent to a server. Everything happens in *your* browser window, on *your* machine.** ![Example mesh f...
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# WaterBenchmarkHub [![pypi](https://img.shields.io/pypi/v/water-benchmark-hub.svg)](https://pypi.org/project/water-benchmark-hub/) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) ![PyPI - Python Version](https://img.shields.io/pypi/pyversions/water-benchmark-...
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Boutiques ========= -.. image:: https://zenodo.org/badge/32616811.svg - :target: https://zenodo.org/badge/latestdoi/32616811 -.. image:: https://img.shields.io/pypi/v/boutiques.svg - :target: https://pypi.python.org/pypi/boutiques -.. image:: https://img.shields.io/pypi/pyversions/boutiques.svg - :target: htt...
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# [Mei, N. Santana, R., & Soto, D. (2022). Informative neural representations of unseen objects during higher-order processing in human brains and deep artificial networks, Nature Human Behavior. https://doi.org/10.1038/s41562-021-01274-7](https://www.nature.com/articles/s41562-021-01274-7.epdf?sharing_token=J-u6zur5pR...
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<h1 align="center">CeyeHao: AI-driven microfluidic flow programming using hierarchically assembled obstacles in microchannel and receptive-field-augmented neural network</h1> <h4 align="center"><a href="https://doi.org/10.5281/zenodo.13363708"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.13363708.svg" alt="DOI...
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# SSEC-JHU SnapMine [![CI](https://github.com/ssec-jhu/snaptron-query/actions/workflows/ci.yml/badge.svg)](https://github.com/ssec-jhu/snaptron-query/actions/workflows/ci.yml) [![codecov](https://codecov.io/gh/ssec-jhu/snaptron-query/graph/badge.svg?token=9uy1hl0p9o)](https://codecov.io/gh/ssec-jhu/snaptron-query) [![S...
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# SeNMo: Self-Normalizing Foundation Model for Enhanced Multi-Omics Data Analysis in Oncology ![SeNMo Framework](fig1-design.png) ## Overview SeNMo is a deep learning model designed to enhance the analysis of multi-omics data in oncology. This repository contains the code and instructions for training, fine-tuning,...
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# REGNN REGNN (Relation Equivariant Graph Neural Networks) is a graph deep learning framework for spatially resolved transcriptomics data analyses on heterogeneous tissue structures. ![Schema](REGNNSchema.png) ### Software Requirements #### OS Requirements ``` REGNN ``` was tested on on Windows 11 12th Gen Intel(R)...
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# Nonlinear Multi-Head Cross-Attention Network and Programmable Gradient Information for Gaze Estimation The Pytorch Implementation of “Nonlinear Multi-Head Cross-Attention Network and Programmable Gradient Information for Gaze Estimation”. ## Requirements We build the project with python=3.8. ```python conda create...
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We prepared the following data files associated with the paper “Spatially resolved epigenomic profiling of single cells in complex tissues” published in Cell (DOI:10.1016/j.cell.2022.09.035): 1. H3K27ac_RPE1_rep1.xlsx, H3K27ac_RPE1_rep2.xlsx, and H3K27ac_RPE1_rep3.xlsx- containing the 3D positions of the decoded H3...
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# Evaluation of data driven low-rank matrix factorization for accelerated solutions of the Vlasov equation By Bhavana Jonnalagadda ## Quickstart ### Run evaluation notebooks If you'd just like to be able to run the code that does model analysis, comparison, or plot generation, the data is available and saved as var...
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# RxnRep Self-supervised contrastive pretraining for chemical reaction representation ([RxnRep](https://doi.org/10.1039/d1sc06515g)). <p align="center"> <img src="rxnrep.png" alt="rxnrep" width="600"> </p> ## Installation ```bash git clone https://github.com/mjwen/rxnrep.git cd rxnrep conda env create -f environmen...
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# ACES-GNN This repository contains the code for the paper "ACES-GNN: Can Graph Neural Network Learn to Explain Activity Cliffs". ## Dependencies The code was developed and tested on Python 3.10.10 using CUDA 11.4 with the following Python packages installed: ``` pytorch 1.12.1 torch-geometric 2.3.0 scik...
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1. GA optimization Main_GA_neuromechanical_dorsoventral_switch.m % This file is for GA optimization % Optimizaiton process could be saved to ./graph/opt_process.fig manually 2. Evalutation of optimized results opt_func_eva_quasiStatic.m plot_muscle_deformation.m plot_membrane_potential.m animation_script.m ...
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<img src="./doc/yfinance-gh-logo-dark.webp#gh-dark-mode-only" height="100"> <img src="./doc/yfinance-gh-logo-light.webp#gh-light-mode-only" height="100"> # Download market data from Yahoo! Finance's API <a target="new" href="https://pypi.python.org/pypi/yfinance"><img border=0 src="https://img.shields.io/badge/python...
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![BrainFusion](resource/images/logo.png) # BrainFusion **BrainFusion** is an open-source, Python-based platform developed by the Medical Information and Neuroimaging Laboratory (MINILab) at the School of Biomedical Science and Engineering, South China University of Technology (SCUT), which designed to streamline the ex...
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# Neur-Ally **Neur-Ally** is a deep learning model for predicting the regulatory effect of neurologic single nucleotide variations ![alt text](https://github.com/anilprakash94/neur_ally/blob/main/datasets/neurally.png?raw=true) ## Dependencies * Python version = 3.8.16 * OS = Ubuntu 20.04.4 ### Python Libraries ...
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-------------------------------------------------------------------------------------------------------------------------- Thalamic parcellation using K-means for Nuclei in Infant Thalamus (KNIT) -------------------------------------------------------------------------------------------------------------------------- ...
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# NarrativePuzzle ## Description This repository contains the code for the paper **"Hippocampal Systems for Event Encoding and Sequencing during Ongoing Narrative Comprehension"** by Park et al. (2025). The paper investigates how the hippocampus contributes to encoding individual events and sequencing them into a coher...
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# gnn-explainer This repository contains the source code for the paper `GNNExplainer: Generating Explanations for Graph Neural Networks` by [Rex Ying](https://cs.stanford.edu/people/rexy/), [Dylan Bourgeois](https://dtsbourg.me/), [Jiaxuan You](https://cs.stanford.edu/~jiaxuan/), [Marinka Zitnik](http://helikoid.si/cm...
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# CryptoGat201_2023_suppdata This repository is supplementary data accompanying the bioRxiv preprint: > A trade-off between proliferation and defense in the fungal pathogen Cryptococcus at alkaline pH is controlled by the transcription factor GAT201. > Elizabeth S. Hughes, Laura R. Tuck, Zhenzhen He, Elizabeth R. Bal...
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# simpletracker - A simple particle tracking algorithm for MATLAB that can deal with gaps. *Tracking* , or particle linking, consist in re-building the trajectories of one or several particles as they move along time. Their position is reported at each frame, but their identity is yet unknown: we do not know what par...
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CONTENTS AND COPYRIGHT This directory contains the entire source tree for the UCSC Genome Browser Group's suite of biological analysis and web display programs as well as some of Jim Kent's own tools. All files are copyrighted, but license is hereby granted for personal, academic, and non-profit use. Please see the LI...
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# Cochlear-Nucleus-AM-coding - PLOS Biology version The data and code for envelope coding in the cochlear nucleus. This requires MATLAB. It also contains some C (Mex) code which has been compiled for 64-bit Windows (so some work required to run elsewhere). This is ALL the data and code to go from spike times to publi...
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# ACML (Asymmetric Contrastive Multimodal Learning for Advancing Chemical Understanding) ## Requirements and Installation ### 1. Create virtual environment ``` conda create -n acml python=3.9 conda activate acml ``` ### 2. Install pytorch with CUDA 11.7 ``` pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 ...
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# BrainDataAlchemy Code to mine for the summer Brain Data Alchemy meta-analysis projects. ## Pipeline from Summer 2026: This code is all within the MetaAnalysis_GEOData_2026 folder: https://github.com/hagenaue/BrainDataAlchemy/tree/main/MetaAnalysis_GEOData_2026 Currently, this code is preliminary, as we are updatin...
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# TRFE-Plus: Thyroid Region Prior Guided Attention for Ultrasound Segmentation of Thyroid Nodules [journal](https://www.sciencedirect.com/science/article/pii/S0010482522010976) Previous TRFE-Net in ISBI-2021: Multi-Task Learning for Thyroid Nodule Segmentation with Thyroid Region Prior [conference](https://www.research...
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# ACES-GNN This repository contains the code for the paper "ACES-GNN: Can Graph Neural Network Learn to Explain Activity Cliffs". ## Dependencies The code was developed and tested on Python 3.10.10 using CUDA 11.4 with the following Python packages installed: ``` pytorch 1.12.1 torch-geometric 2.3.0 scik...
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# Neurodocker [![build status](https://github.com/ReproNim/neurodocker/actions/workflows/pull-request.yml/badge.svg)](https://github.com/ReproNim/neurodocker/actions/workflows/pull-request.yml) [![docker pulls](https://img.shields.io/docker/pulls/repronim/neurodocker.svg)](https://hub.docker.com/r/repronim/neurodocker...
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# Individual differences of neurophysiological brain activity are heritable ## Introduction Brain-fingerprint is a novel technique used to explore the inter-individual differrences in the brain activity. Previous research demonstrates that we are capable of accurately differentiating individuals in a cohort bas...
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# Neur-Ally **Neur-Ally** is a deep learning model for predicting the regulatory effect of neurologic single nucleotide variations Please cite the article "**Neur-Ally: a deep learning model for regulatory variant prediction based on genomic and epigenomic features in brain and its validation in certain neurological d...
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# Data Description Report ## Effects of a Single tDCS with Mirror Therapy Stimulation on Hand Function in Healthy Individuals **Associated publication:** Wójcik M, Vlček P, Siatkowski I, Grünerová-Lippertová M (2025). *Effects of a single tDCS with mirror therapy stimulation on hand function in healthy individuals*...
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# Distribution Matching for Brain Connectivity Harmonization ## Overview This repository contains the implementation of a distribution-matching approach to harmonizing structural brain connectivity across different sites and scanners. The method aims to align the statistical properties of connectivity data from differ...
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<img src="imgs/dmsfold_logo.png" width="200" height="200"/> # DMS-Fold [![Static Badge](https://img.shields.io/badge/DMS--Fold-Weights-green)](https://huggingface.co/LindertLab/DMS-Fold/tree/main) [![Static Badge](https://img.shields.io/badge/DMS--Fold-TrainingSet-green)](https://huggingface.co/datasets/Lindert...
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# Forecasting Models for Irrigation Analysis 🌱 This repository contains machine learning models for forecasting irrigation-related time series data. The project implements and compares various deep learning architectures for time series forecasting, utilizing state-of-the-art methods to enhance accuracy and performan...
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# SeaMoon: Prediction of Molecular Motions Based on Language Models SeaMoon is a deep learning framework that predicts protein motions from their amino acid sequences. It leverages embeddings of protein language models, such as the sequence-only-based [ESM-2](https://github.com/facebookresearch/esm) ([Lin et al. 2022]...
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# SEPARATE ### Spatial Expression PAttern-guided paiRing And unmixing of proTEins ## Installation #### Clone the repository ``` git clone https://github.com/NICALab/SEPARATE.git ``` #### Navigate into the SEPARATE folder ``` cd ./SEPARATE ``` #### Creat conda environment ``` conda env create -f environment.yaml ```...
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Sentence Supramodal Areas Atlas (SENSAAS) ================ ## Reference **Labache, L.**, Joliot, M., Saracco, J., Jobard, G., Hesling, I., Zago, L., … & Tzourio-Mazoyer, N. (2019). A SENtence Supramodal Areas AtlaS (SENSAAS) based on multiple task-induced activation mapping and graph analysis of intrinsic connectivit...
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# SeaMoon: Prediction of Molecular Motions Based on Language Models [![DOI](https://zenodo.org/badge/856320603.svg)](https://doi.org/10.5281/zenodo.15616636) SeaMoon is a deep learning framework that predicts protein motions from their amino acid sequences. It leverages embeddings of protein language models, such as t...
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# Click-ExM data process and example Matlab code and example files for manuscript *Click-ExM enables expansion microscopy for all biomolecules, by De-en Sun, et al*. Uploaded and last edited by Yujie Shi (yujieshi@scripps.edu) Oct-06-2020. ## Introduction The script `Process_click_EXM.m` in this repo is created for e...
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# README # ## SerialFIB ## A Modular Platform for Streamlining Automated Cryo-FIB Workflows ![Architecture Overview](DummyImages/SerialFIB.png) SerialFIB is developed at the Max Planck Institute of Biochemistry, Research Group CryoEM Technology and the Mahamid group, European Molecular Biology Laboratory (...
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# SBDD-benchmarking Testing of traditional and 3D deep learning SBDD methods through the development of a benchmark ## Overview Four SBDD methods are evaluated using this benchmark: DiffSBDD, Pocket2Mol, LigBuilderv3, and AutoGrow4. The model-based methods DiffSBDD and Pocket2Mol are first re-trained on a set of the B...
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# morphometrics [![License](https://img.shields.io/pypi/l/morphometrics.svg?color=green)](https://github.com/morphometrics/morphometrics/raw/main/LICENSE) [![PyPI](https://img.shields.io/pypi/v/morphometrics.svg?color=green)](https://pypi.org/project/morphometrics) [![Python Version](https://img.shields.io/pypi/pyvers...
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# TransdiagnosticConnectomeProject Post-HCP processing code for the Transdiagnostic Connectome Project (TCP) dataset release, 2024 <hr> <h1>About the TCP data release </h1> **Title**: The Transdiagnostic Connectome Project: a richly phenotyped open dataset for advancing the study of brain-behavior relationships in...
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# brain2print This is an extension of [brainchop](https://github.com/neuroneural/brainchop) that converts voxel-based MRI scans to 3D meshes that can be printed. **No data is sent to a server. *Everything* happens in your browser window, on *your* machine**. ![image of web page](brain2print.png) ## Usage 1. Open t...
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# X-RAI: Scalable 3D Reconstruction From Single Particle X-Ray Diffraction Images Based on Online Machine Learning This repository is the official implementation of [X-RAI: Scalable 3D Reconstruction From Single Particle X-Ray Diffraction Images Based on Online Machine Learning](https://arxiv.org/abs/2312.14432) ![ov...
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# DISORDER Tools for aligned reconstructions of volumetric MRI data This repository provides tools to implement the methods and reproduce the experiments included in the manuscript ''Motion corrected MRI with DISORDER: Distributed and Incoherent Sample Orders for Reconstruction Deblurring using Encoding Redundancy'', ...
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# PertWBModelsHierarchyDep This repository contains the main codes needed to reproduce the findings of the paper [Perturbing whole-brain models of brain hierarchy: an application for depression following pharmacological treatment](https://doi.org/10.1111/nyas.15391). ## Folder descriptions: 1. `/Utilities`: This fo...
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[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.14278557.svg)](https://doi.org/10.5281/zenodo.14278557) # minis-quantal-analysis This repository contains quantal analysis Matlab code for [minis](https://github.com/dervinism/minis) software. It contains all the analysis code required to reproduce main Figures 1, 2,...
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[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.14288653.svg)](https://doi.org/10.5281/zenodo.14288653) # minis-quantal-analysis This repository contains quantal analysis Matlab code for [minis](https://github.com/dervinism/minis) software. It contains all the analysis code required to reproduce main Figures 1, 2,...
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# PyMRItools Toolbox for MRI sequence programming, reconstruction, simulation, processing, and analysis using Python. ## Installation ### Pip You can install the `PyMRItools` package directly from GitHub using Python 3.10 and `pip`. We advise [working in a virtual environment](https://packaging.python.org/en/latest...
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# HCP PIPELINES This repository contains pipelines used to analyse HCP fMRI data with subject-level analytic pipelines using FSL and SPM and different parameters. It also contains scripts to perform group-level analysis with one sample t-test (within group). ## Table of contents * [How to cite?](#how-to-cite) ...
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<!-- README.md is generated from README.Rmd. Please edit that file --> # PAVER: Pathway Analysis Visualization with Embedding Representations <!-- badges: start --> [![Build Status](https://github.com/willgryan/PAVER/actions/workflows/rworkflows.yml/badge.svg)](https://github.com/willgryan/PAVER/actions/workflows/r...
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[![DOI](https://zenodo.org/badge/578305848.svg)](https://doi.org/10.5281/zenodo.15376110) # Code for "Personalised Regional Modelling Predicts Tau Progression in the Human Brain", Chaggar et al 2024 This repository contains the code used in the paper Chaggar et al., 2024 for the analysis of ADNI data. ## Code inst...
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# GenoTools ## Published in G3: [https://www.biorxiv.org/content/10.1101/2024.03.26.586362v1.full.pdf](https://doi.org/10.1093/g3journal/jkae268) [![DOI](https://zenodo.org/badge/337965715.svg)](https://zenodo.org/doi/10.5281/zenodo.10443257) [![PyPI version](https://badge.fury.io/py/the-real-genotools.svg)](https://ba...
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[![Build](https://github.com/acquire-project/acquire-python/actions/workflows/build.yml/badge.svg)](https://github.com/acquire-project/acquire-python/actions/workflows/build.yml) [![Test](https://github.com/acquire-project/acquire-python/actions/workflows/test_pr.yml/badge.svg)](https://github.com/acquire-project/acqui...
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# HERGAI You will find herein the files related to our *Journal of Cheminformatics* paper: **Tran-Nguyen, VK., Randriharimanamizara, U.F. & Taboureau, O. HERGAI: an artificial intelligence tool for structure-based prediction of hERG inhibitors. J Cheminform 17, 110 (2025)** Full-text link: https://doi.org/10.1186/s1...
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======================================== BIDScoin: Coin your imaging data to BIDS ======================================== .. image:: ../bidscoin/bidscoin_logo.png :height: 260px :align: right :alt: Full documentation: https://bidscoin.readthedocs.io :target: https://bidscoin.readthedocs.io .. raw:: html ...
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# Code supplement to the CNV covariance study [![MIT license](https://img.shields.io/badge/License-MIT-blue.svg)](https://lbesson.mit-license.org/) [![DOI](https://img.shields.io/badge/DOI-10.1101%2F862615-informational )]([https://doi.org/10.1101/2024.05.21.24307729](https://doi.org/10.1101/2024.05.21.24307729)) Thi...
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# myMixedModelsTrajectories: Trajectory fitting using mixed models regression Mixed effect model toolbox for the analysis of longitudinal data This toolbox allows to fit models of different orders (from constant to cubic models) to data with repeated measurements. The purpose is to estimate developmental curves over a...
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# Parkinson's Disease Cohort Study: Clinical and TMS Data Analysis This repository contains a database with clinical and transcranial magnetic stimulation (TMS) measurements, along with the R code used for statistical analysis of a cohort of patients with Parkinson's disease (PD). The data and analyses are associated ...
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# CFZ-Net-training Deep Learning for Capillary Free Zones (CFZ) Segmentation using OCTA Images. The implementation uses Python and PyTorch. ## Overview This GitHub repository hosts the implementation of CFZ-Net, a deep learning model developed in PyTorch for segmenting capillary free zones (CFZ), arteries, and veins ...
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# ImageQualityMetricsMRI **Assessing the Influence of Preprocessing on the Agreement of Image Quality Metrics with Radiological Evaluation in the Presence of Motion** Published in MAGMA: Marchetto, E., Eichhorn, H., Gallichan, D. et al. Agreement of image quality metrics with radiological evaluation in the presence of...
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README for STR Profiles and Incest Detection Study Summary The study focuses on developing a predictive model based on STR (Short Tandem Repeat) profiles of mother and child to detect incestuous relationships. By using allelic frequencies from the USA and Saudi Arabia, STR profiles were generated, resulting in datase...
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# Welcome to QSM For deep learning-based QSM methods, check out the other github repo: [deepMRI](https://github.com/sunhongfu/deepMRI) The repository is for reconstructing Quantitative Susceptibility Mapping (QSM) images from MRI. The codes cover image recons for single-echo SWI or multiple-echo GRE sequence as well a...
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# **UTOM**: Unsupervised content-preserving transformation for optical microscopy. ## Contents <img src="images/logo4.jpg" width="600" align="right"> - [Overview](#overview) - [Repo Structure](#repo-structure) - [System Environment](#system-environment) - [Demo](#demo) - [Results](#results) - [Issues](https://github...
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# NowcastPNN This repository contains all code required for reproducing the results corresponding to the thesis paper titled "Attention-Based Probabilistic Neural Networks for Nowcasting of Dengue Fever in Brazil". The paper proposes a novel neural network (NN) structure, based on the popular attention mechanism and o...
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# Domain Adaptation-Enhanced Searchlight: Enabling brain decoding from visual perception to mental imagery This repository contains the full code for the paper "Domain Adaptation-Enhanced Searchlight: Enabling brain decoding from visual perception to mental imagery" (Olza A., Soto D., Santana R., 2024). [![OpenSSF Ba...
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Data for manuscript: Neural Mechanisms of Creative Problem Solving - From Representational Change to Memory Formation Authors: Becker, Sommer, Cabeza (2024) Abstract: Despite the need for innovative solutions to contemporary challenges, the neural mechanisms driving creative problem-solving, including representa...
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[![DOI](https://zenodo.org/badge/849030834.svg)](https://doi.org/10.5281/zenodo.17043463) <a href="https://www.nature.com/articles/s41540-025-00570-6" > <img alt="Publication badge" src="https://img.shields.io/badge/Publication-de_Rooij_et_al._(2025)-e30613?logo=google-scholar&logoColor=%23FFFFFF&link=https%3A%2F%2Fwww...
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# Generative Adversarial Template Construction ### [Project Page](https://www.neeldey.com/deformable-templates/) | [Paper](https://arxiv.org/abs/2105.04349) ![dHCP Templates](https://www.neeldey.com/deformable-templates/img/dhcp-cond.gif) Tensorflow 2 code repository for *Generative Adversarial Registration for Impro...
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[![Stars](https://img.shields.io/github/stars/genecell/PIASO?logo=GitHub&color=yellow)](https://github.com/genecell/PIASO/stargazers) [![PyPI](https://img.shields.io/pypi/v/piaso-tools?logo=PyPI)](https://pypi.org/project/piaso-tools) [![Total downloads](https://static.pepy.tech/personalized-badge/piaso-tools?period=to...
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<div align="center"> # EpInflammAge </div> Repository with source code and [Gradio Application](https://huggingface.co/spaces/UNNAILab/EpInflammAge) for EpInflammAge model. ## Paper **EpInflammAge: Deep Epigenetic-Inflammatory Clock for Disease-Associated Biological Aging** by [A. Kalyakulina](https://orcid.org/00...
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# dmlib [![DOI](https://zenodo.org/badge/doi/10.5281/zenodo.3714951.svg)](https://doi.org/10.5281/zenodo.3714951) Python library for calibration and control of deformable mirrors (DM). This library implements the methods described in detail in this [tutorial](https://doi.org/10.5281/zenodo.3714951) from [aomicroscopy...
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# DeepAdapter ## A self-adaptive and versatile tool for eliminating multiple undesirable variations from transcriptome Codes and tutorial for [A self-adaptive and versatile tool for eliminating multiple undesirable variations from transcriptome](https://www.biorxiv.org/content/10.1101/2024.02.04.578839v1). ## Install...
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# Kubric [![Blender](https://github.com/google-research/kubric/actions/workflows/blender.yml/badge.svg?branch=main)](https://github.com/google-research/kubric/actions/workflows/blender.yml) [![Kubruntu](https://github.com/google-research/kubric/actions/workflows/kubruntu.yml/badge.svg?branch=main)](https://github.com/...
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# L-Dopa induced changes in aperiodic bursts dynamics relate to individual clinical improvement in Parkinson's disease --- This repository includes the code and figures associated with the manuscript below: Hasnae Agouram; Matteo Neri; Marianna Angiolelli; Damien Depannemaecker; Jyotika Bahuguna; Antoine Schwey; Jea...
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# End-to-end topographic networks (All-TNNs) as models of cortical map formation and human visual behaviour **Authors: Zejin Lu, Adrien Doerig, Victoria Bosch, Bas Krahmer, Daniel Kaiser, Radoslaw M Cichy, & Tim C Kietzmann** 🔗 You can find our paper [here](https://doi.org/10.1038/s41562-025-02220-7) 🔗 ### Abstrac...
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Data for manuscript: Insight Predicts Subsequent Memory via Cortical Representational Change and Hippocampal Activity Authors: Becker, Sommer, Cabeza (2025) Abstract: Despite the need for innovative solutions to contemporary challenges, the neural mechanisms driving creative problem-solving, including representa...
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Data for manuscript: Insight Predicts Stronger Functional Connectivity and Subsequent Memory via Cortical Representational Change and Hippocampal Activity Authors: Becker, Sommer, Cabeza (2025) Abstract: Despite the need for innovative solutions to contemporary challenges, the neural mechanisms driving creative ...
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# Repository for "A Competitive Disinhibitory Network for Robust Optic Flow Processing in Drosophila" **Authors:** Mert Erginkaya $^{1,2}$, Tomás Cruz $^{1,3}$, Margarida Brotas $^{1,4}$, André Marques $^{1}$, Kathrin Steck $^{5}$, Aljoscha Nern $^{6}$, Filipa Torrão $^{1}$, Nélia Varela $^{1}$, Davi D. Bock $^{7}$,...
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# AIMI Annotations Initiative - Prostate MRI Segmentation ## Overview This AIMI Annotations initiative task was to provide automated segmentation of the prostate from T2 MRI scans for the [ProstateX](https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=23691656) collection in the [NCI Imaging Data Commo...
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[![GitHub Actions Status](https://github.com/Pyomo/pyomo/actions/workflows/test_pr_and_main.yml/badge.svg?branch=main&event=push)](https://github.com/Pyomo/pyomo/actions/workflows/test_pr_and_main.yml?query=branch%3Amain+event%3Apush) [![Jenkins Status](https://github.com/Pyomo/jenkins-status/blob/main/pyomo_main.svg)]...
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[![UML Energy & Combustion Research Laboratory](https://sites.uml.edu/hunter-mack/files/2021/11/ECRL_final.png)](http://faculty.uml.edu/Hunter_Mack/) # PaDELPy: A Python wrapper for PaDEL-Descriptor software [![GitHub version](https://badge.fury.io/gh/ecrl%2Fpadelpy.svg)](https://badge.fury.io/gh/ecrl%2Fpadelpy) [![P...
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# *Euprymna berryi* visual system single cell transcriptomics Here we provide additional information such as scripts and data for the Japanese bobtail squid *Euprymna berryi* project. ## Project Description The cephalopod and vertebrate visual systems are a textbook example of convergent evolution with unknown mole...