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FOREFRONT BIOINFORMATICS & STATISTICS RESEARCH GROUP's Projects

ad_rna-seq icon ad_rna-seq

Supplementary material towards the manuscript: Modelling early changes in Alzheimer’s disease by RNA Sequencing of brain regions differentially affected by pathology.

als-kaggle icon als-kaggle

Outlier prediction-based solution to Task1 of the End ALS Kaggle challenge

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

augmentor icon augmentor

Image augmentation library in Python for machine learning.

awesome-deep-learning-resources icon awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

awesome-deepneuroimage icon awesome-deepneuroimage

A curated list of awesome deep learning applications in the field of neurological image analysis

basenji icon basenji

Sequential regulatory activity predictions with deep convolutional neural networks.

basset icon basset

Convolutional neural network analysis for predicting DNA sequence activity.

boruta_py icon boruta_py

Python implementations of the Boruta all-relevant feature selection method.

cam icon cam

Class Activation Mapping

cdr-classification icon cdr-classification

Towards the development of robust models for clinical dementia rating classification with improved interpretability

cnnc icon cnnc

covolutional neural network based coexpression analysis

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