Neurology | Radiology Stroke mortality prediction based on ensemble learning and the combination of structured and textual data. February 22, 2023
Oncology | Radiology Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma. February 14, 2023
Cardiology | Pulmonology Application of time-frequency domain and deep learning fusion feature in non-invasive diagnosis of congenital heart disease-related pulmonary arterial hypertension. January 31, 2023
Clinical Decision Support | Machine Learning | Surgical Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks. January 21, 2023
Bioinformatics | Immunology | Vaccine Design LBCE-XGB: A XGBoost Model for Predicting Linear B-Cell Epitopes Based on BERT Embeddings. January 16, 2023
Chemistry | Machine Learning | Materials Science Deep learning strategies for addressing issues with small datasets in 2D materials research: Microbial Corrosion. January 9, 2023
Deep Learning | Industry | Logistics | Precision Engineering Weigh-in-Motion System Based on an Improved Kalman and LSTM-Attention Algorithm. January 8, 2023
Machine Learning | Transportation Engineering Identification of high-risk roadway segments for wrong-way driving crash using rare event modeling and data augmentation techniques. December 28, 2022
Explainable AI | Intensive Care Medicine | Predictive Modeling An explainable knowledge distillation method with XGBoost for ICU mortality prediction. December 25, 2022
Cardiology | Machine Learning Machine learning-based prediction of infarct size in patients with ST-segment elevation myocardial infarction: A multi-center study. December 24, 2022
Bioinformatics | Clinical Metabolomics | Data Science A Comprehensive Mass Spectrometry-Based Workflow for Clinical Metabolomics Cohort Studies. December 23, 2022
Pediatrics | Radiology Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images. December 19, 2022