Ritankar Das Research Investments Press

See full list of publications here

BMJ: Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital ↗

BMJ: Reducing patient mortality, length of stay and readmissions ↗

Nature: OpenMedLM: prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models ↗

Computers in Biology and Medicine: A computational approach to early sepsis detection ↗

Royal Society of Chemistry: Energy landscapes for machine learning ↗

Chemical Physics Letters: Machine learning prediction for classification of outcomes in local minimization ↗

Canadian Journal of Kidney Disease: Prediction of acute kidney injury with a machine learning algorithm using electronic health record data ↗

Journal of Clinical Medicine: Family-Centric Applied Behavior Analysis Facilitates Improved Treatment Utilization and Outcomes ↗

OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models ↗

Diagnostics: Machine Learning Approach for Improved Longitudinal Prediction of Progression from Mild Cognitive Impairment to Alzheimer’s Disease ↗

Medinform: Prediction of Sepsis in the intensive care unit with minimal electronic health record data: a machine learning approach ↗

Computers in Biology and Medicine: Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY Trial ↗

Journal of Autism and Developmental Disorders: Machine Learning Differentiation of Autism Spectrum Sub-Classifications ↗

Cureus: Clinical Outcomes of a Hybrid Model Approach to Applied Behavioral Analysis Treatment ↗

Brain Informatics: Machine learning determination of applied behavioral analysis treatment plan type ↗

Patent Application: Systems and methods for automatically identifying a candidate patient for enrollment in a clinical trial ↗

American Journal of the Medical Sciences: Mortality, disease progression, and disease burden of acute kidney injury in alcohol use disorder subpopulation ↗

American Journal of Infection Control: Early prediction of central line associated bloodstream infection using machine learning ↗

JMIR Publications: Predicting falls in long-term care facilities: machine learning study ↗