Clinical decision support systems | Pediatric Neurology A computational clinical decision-supporting system to suggest effective anti-epileptic drugs for pediatric epilepsy patients based on deep learning models using patient’s medical history. May 31, 2024
Cardiology | Medical Informatics An automatic diagnostic model for the detection and classification of cardiovascular diseases based on swarm intelligence technique. February 19, 2024
Critical Care Medicine | Machine Learning in Healthcare | Medical Informatics Predicting Hypoxia Using Machine Learning: Systematic Review. February 8, 2024
Neurosurgery | Oncology Deep-Learning-Based Model for the Prediction of Cancer-specific Survival in Patients with Spinal Chordoma. August 16, 2023
Clinical Research | Health Informatics | Machine Learning | Privacy-Preserving Data Analysis Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model. May 16, 2023
Dentistry | Periodontology Deep learning improves prediction of periodontal therapy effectiveness in Chinese patients. April 12, 2023
Genetics | Otolaryngology | Pediatrics Preliminary investigation of the diagnosis and gene function of deep learning PTPN11 gene mutation syndrome deafness. February 10, 2023
Internal Medicine | Medical Informatics | Pulmonology [Construction and verification of the risk prediction model for acute exacerbation within 6 months in patients with chronic obstructive pulmonary disease: a secondary analysis based on previous research data]. June 13, 2022
Infectious Diseases | Intensive Care Medicine | Pulmonology Risk factors analysis of COVID-19 patients with ARDS and prediction based on machine learning. February 4, 2021
Genomics | Ophthalmology | Translational Research Ophthatome™: an integrated knowledgebase of ophthalmic diseases for translating vision research into the clinic. November 11, 2020
Data Science | Machine Learning | Pulmonology Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning with Deep Belief Networks. November 13, 2018