Bioinformatics | Computational Biology | Genomics HiCDiff: single-cell Hi-C data denoising with diffusion models. June 10, 2024
Pharmacology Identifying Substructures That Facilitate Compounds to Penetrate the Blood-Brain Barrier via Passive Transport Using Machine Learning Explainer Models. May 9, 2024
Artificial Intelligence | Data Science | Endocrinology Discovery of type 2 diabetes mellitus with correlation and optimization driven hybrid deep learning approach. October 22, 2023
Bioinformatics | Structural Biology Integrating unsupervised language model with multi-view multiple sequence alignments for high-accuracy inter-chain contact prediction. September 25, 2023
Neurology | Radiology Cerebrovascular super-resolution 4D Flow MRI – Sequential combination of resolution enhancement by deep learning and physics-informed image processing to non-invasively quantify intracranial velocity, flow, and relative pressure. May 27, 2023
Bioinformatics | Proteomics Res-Dom: predicting protein domain boundary from sequence using deep residual network and Bi-LSTM. January 26, 2023
Medical Imaging | Non-Destructive Testing | Radiology Super-resolution image reconstruction from sparsity regularization and deep residual-learned priors. January 23, 2023
Machine Fault Diagnosis | Mechanical Engineering An Intelligent Machinery Fault Diagnosis Method Based on GAN and Transfer Learning under Variable Working Conditions. December 11, 2022
Engineering | Industrial Processing Working Condition Recognition Based on Transfer Learning and Attention Mechanism for a Rotary Kiln. September 28, 2022
Artificial Intelligence | E-commerce | Optimization | Recommendation Systems Visual and buying sequence features-based product image recommendation using optimization based deep residual network. September 20, 2022
Materials Science | Mechanical Engineering Deep Learning-Accelerated Designs of Tunable Magneto-Mechanical Metamaterials. July 14, 2022
Artificial Intelligence | Bioinformatics | Pharmacology DeepMHADTA: Prediction of Drug-Target Binding Affinity Using Multi-Head Self-Attention and Convolutional Neural Network. June 9, 2022