Bioinformatics | Data Science | Machine Learning Forward Stepwise Deep Autoencoder-based Monotone Nonlinear Dimensionality Reduction Methods. December 20, 2021
Bioinformatics | Genomics HDMC: a novel deep learning based framework for removing batch effects in single-cell RNA-seq data. December 5, 2021
Bioinformatics | Computational Biology Predicting miRNA-Disease Associations Through Deep Autoencoder With Multiple Kernel Learning. December 3, 2021
Bioinformatics | Machine Learning | Oncology Unsupervised and supervised learning with neural network for human transcriptome analysis and cancer diagnosis. November 6, 2020
Cardiology A Deep Learning Based Unsupervised Method to Impute Missing Values in Patient Records for Improved Management of Cardiovascular Patients. October 23, 2020
Medical Imaging | Oncology | Radiation Oncology 2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma. September 25, 2020
Cardiology | Pulmonology Blind Monaural Source Separation on Heart and Lung Sounds Based on Periodic-Coded Deep Autoencoder. August 15, 2020
Computer Vision | Infrastructure Maintenance Improved Pixel-Level Pavement-Defect Segmentation Using a Deep Autoencoder. May 5, 2020
Bioinformatics | Computational Biology | Genomics Single-Cell Transcriptome Data Clustering via Multinomial Modeling and Adaptive Fuzzy K-Means Algorithm. May 4, 2020
Chemistry | Food Science | Nutrition Developing deep learning based regression approaches for determination of chemical compositions in dry black goji berries (Lycium ruthenicum Murr.) using near-infrared hyperspectral imaging. March 8, 2020
Data Science | Energy Management Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data. February 11, 2020
Neurology | Neuroradiology | Psychiatry Using deep autoencoders to identify abnormal brain structural patterns in neuropsychiatric disorders: A large-scale multi-sample study. May 9, 2019