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Integration of Artificial Intelligence, Machine Learning and Deep Learning Techniques in Genomics: Review on Computational Perspectives for NGS Analysis of DNA and RNA Seq Data
K. C., Niranjan V., Vishal A., Setlur A.
TumorDet: A Breast Tumor Detection Model Based on Transfer Learning and ShuffleNet
Zhang T., Pan L., Yang Q., Yang G., Han N., Qiao S.
A Review of Drug-related Associations Prediction Based on Artificial Intelligence Methods
Ma M., Lei X., Zhang Y.
Application of Deep Learning Neural Networks in Computer-Aided Drug Discovery: A Review
Mathivanan J., Dhayabaran V., David M., Karuna Nidhi M., Prasath K., Suvaithenamudhan S.
Discovering Microbe-disease Associations with Weighted Graph Convolution Networks and Taxonomy Common Tree
Xing J., Shi Y., Su X., Wu S.
SCV Filter: A Hybrid Deep Learning Model for SARS-CoV-2 Variants Classification
Wang H., Gao J.
Advances in Deep Learning Assisted Drug Discovery Methods: A Self-review
Zhang H., Saravanan K.
DeepPTM: Protein Post-translational Modification Prediction from Protein Sequences by Combining Deep Protein Language Model with Vision Transformers
Soylu N., Sefer E.
iPSI(2L)-EDL: a Two-layer Predictor for Identifying Promoters and their Types based on Ensemble Deep Learning
Xiao X., Hu Z., Luo Z., Xu Z.
Drug-target Interaction Prediction By Combining Transformer and Graph Neural Networks
Liu J., Lu Y., Guan S., Jiang T., Ding Y., Fu Q., Cui Z., Wu H.
DeepEpi: Deep Learning Model for Predicting Gene Expression Regulation Based on Epigenetic Histone Modifications
Hamdy R., Omar Y., Maghraby F.
Deep Learning for Clustering Single-cell RNA-seq Data
Zhu Y., Bai L., Ning Z., Fu W., Liu J., Jiang L., Fei S., Gong S., Lu L., Deng M., Yi M.
An Explainable Multichannel Model for COVID-19 Time Series Prediction
He H., Xie J., Lu X., Huang D., Zhang W.
Sia-m7G: Predicting m7G Sites through the Siamese Neural Network with an Attention Mechanism
Zheng J., Zhou Y.
Transformer and Graph Transformer-Based Prediction of Drug-Target Interactions
Qian M., Lu W., Zhang Y., Liu J., Wu H., Lu Y., Li H., Fu Q., Shen J., Xiao Y.
Enhancing Drug-Target Binding Affinity Prediction through Deep Learning and Protein Secondary Structure Integration
Zhang R., Zhu B., Jiang T., Cui Z., Wu H.
Prediction of Plant Ubiquitylation Proteins and Sites by Fusing Multiple Features
Guan M., Qiu W., Wang Q., Xiao X.
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