Clinical Data Science | Colorectal Surgery | Oncology Construction of a predictive model for postoperative hospitalization time in colorectal cancer patients based on interpretable machine learning algorithm: a prospective preliminary study. July 1, 2024
Bioinformatics | Computational Biology | Microbiology AMPActiPred: A three-stage framework for predicting antibacterial peptides and activity levels with deep forest. May 9, 2024
Bioinformatics | Drug Discovery | Pharmacology DPI_CDF: druggable protein identifier using cascade deep forest. April 5, 2024
Bioinformatics | Virology TDFFM: Transformer and Deep Forest Fusion Model for Predicting Coronavirus 3C-Like Protease Cleavage Sites. March 18, 2024
diagnostic engineering | Mechanical Engineering Convenient intelligent diagnosis for rotating machinery: An improved deep forest method based on feature reconstruction. October 4, 2023
Clinical Pharmacology | Data Science | Machine Learning | Oncology A deep learning-based interpretable decision tool for predicting high risk of chemotherapy-induced nausea and vomiting in cancer patients prescribed highly emetogenic chemotherapy. August 23, 2023
Informatics | Internal Medicine Improving Diagnostics with Deep Forest Applied to Electronic Health Records. July 29, 2023
Neurology | Pharmacology Identifying potential drug-target interactions based on ensemble deep learning. July 3, 2023
Geriatrics | Machine Learning | Pharmacology Developing a Warning Model of Potentially Inappropriate Medications in Older Chinese Outpatients in Tertiary Hospitals: A Machine-Learning Study. April 13, 2023
Diabetology | Emergency Medicine | Health Informatics Using Machine Learning Algorithms to Predict Patient Portal Use Among Emergency Department Patients With Diabetes Mellitus. April 10, 2023
Geriatrics | Machine Learning | Primary Care Explainable Machine Learning Model to Predict COVID-19 Severity Among Older Adults in the Province of Quebec. March 27, 2023