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csubiogroup's Projects

bacon icon bacon

Bacon: a comprehensive computational benchmarking framework for evaluating targeted chromatin conformation capture-specific methodologies

bacpi icon bacpi

A bi-directional attention neural network for compound–protein interaction and binding affinity prediction.

bayesimpute icon bayesimpute

a Bayesian imputation method for single-cell RNA-seq data

beprof icon beprof

A comprehensive computational benchmark for evaluating deep learning-based protein function prediction approaches

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A single-cell RNA-seq imputation method using an autoencoder constrained by bulk RNA-seq data

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CellCircLoc: Deep Neural Network for Predicting and Explaining Cell line-specific CircRNA Subcellular Localization

cgraphdta icon cgraphdta

A fusion-based deep learning architecture for detecting drug-target binding affinity using target sequence and structure

deepcelless icon deepcelless

An interpretable deep learning-based cell line-specific essential protein predictior

deepep icon deepep

a deep learning framework for essential protein prediction

deepfmb icon deepfmb

Enhancing protein function prediction through the fusion of multi-type biological knowledge with protein language model and graph neural network

deepgoa icon deepgoa

A deep learning framework for gene ontology annotation with sequence- and network-based information

deeplncloc icon deeplncloc

A deep learning-based lncRNA subcellular localization predictor

deepppisp icon deepppisp

Protein-protein interaction sites prediction through combining local and global features with deep neural networks

deepppisp-1 icon deepppisp-1

Protein-protein interaction sites prediction through combining local and global features with deep neural networks

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HyMM: Hybrid method for disease-gene prediction by integrating multiscale module structures

dgp_prgefne icon dgp_prgefne

PrGeFNE: Predicting disease-related genes by fast network embedding

dmflda icon dmflda

A deep learning framework for predicting lncRNA–disease associations

dopcc icon dopcc

Detecting overlapping protein complexes via multi-metrics and co-core attachment method

dorc icon dorc

Discovery of rare cells from ultra-large scRNA-seq data

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