Cardiology Ensemble classification combining ResNet and handcrafted features with three-steps training. September 2, 2022
Machine Learning | Natural Language Processing Deep Multilabel Multilingual Document Learning for Cross-Lingual Document Retrieval. July 31, 2022
Bioinformatics | Computational Biology PDMDA: Predicting deep-level miRNA-disease associations with graph neural networks and sequence features. February 12, 2022
Medical Imaging | Oncology | Radiology Deep learning of quantitative ultrasound multi-parametric images at pre-treatment to predict breast cancer response to chemotherapy. February 11, 2022
Cardiology | Radiology Fully connected network with multi-scale dilation convolution module in evaluating atrial septal defect based on MRI segmentation. January 22, 2022
Epidemiology | Health Informatics | Public Health A Reliable and Efficient Tracking System Based on Deep Learning for Monitoring the Spread of COVID-19 in Closed Areas. December 24, 2021
Deep Learning | Oncology | Radiation Oncology Integrate Sequence Information of Dose Volume Histogram in Training LSTM-based Deep Learning Model for Lymphopenia Diagnosis. October 27, 2021
Bioinformatics | Computational Biology | Genetics Identifying piRNA targets on mRNAs in C. elegans using a deep multi-head attention network. October 17, 2021
Neurology EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising. October 1, 2021
Digital Health | Public Health | Remote Monitoring Motion-to-BMI: Using Motion Sensors to Predict the Body Mass Index of Smartphone Users. February 25, 2020