Salma Begum
Publications by Year
Research Areas
Artificial Intelligence in Healthcare and Education, COVID-19 diagnosis using AI, Machine Learning in Healthcare, COVID-19 Clinical Research Studies, Hemodynamic Monitoring and Therapy
Most-Cited Works
- → Role of Machine Learning Techniques to Tackle the COVID-19 Crisis: Systematic Review(2020)154 cited
- → Application of Machine Learning in Intensive Care Unit (ICU) Settings Using MIMIC Dataset: Systematic Review(2021)66 cited
- → The Role of Machine Learning Techniques to Tackle COVID-19 Crisis: A Systematic Review(2020)21 cited
- → Toolkit to Compute Time-Based Elixhauser Comorbidity Indices and Extension to Common Data Models(2020)11 cited
- → Preoperative N-terminal pro-B-type natriuretic peptide and myocardial injury after stopping or continuing renin–angiotensin system inhibitors in noncardiac surgery: a prespecified analysis of a phase 2 randomised controlled multicentre trial(2024)11 cited
- → API Driven On-Demand Participant ID Pseudonymization in Heterogeneous Multi-Study Research(2021)7 cited
- → Is the post-critical care environment safe for tracheostomy patients?(2014)6 cited
- → Preoperative activation of the renin–angiotensin system and myocardial injury in noncardiac surgery: exploratory mechanistic analysis of the SPACE randomised controlled trial(2024)4 cited
- Environmental constraints on growth, age and lifetime metabolic budgets of the bivalve Arctica islandica(2009)
- → Role of Machine Learning Techniques to Tackle the COVID-19 Crisis: Systematic Review (Preprint)(2020)1 cited