Tehran University of Medical Sciences

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Faculty Members have conducted research related to the Symptom Prediction and Mortality Risk Calculation for Covid-19 Using Machine Learning
Samira Kafan

Assistant Professor of Pulmonary Diseases

Department Internal Medicine

School of Medicine

Sina Hospital

Tehran University of Medical Sciences

All Documents
1. Efficient Management of Pulmonary Embolism Diagnosis Using a Two-Step Interconnected Machine Learning Model Based on Electronic Health Records Data, Health Information Science and Systems (2024)
2. The Association Between Baseline Vitamin D Level and Clinical Outcomes in Patients With Covid-19 a 7-Month Follow-Up Cohort Study, Topics in Clinical Nutrition (2024)
3. Cognitive Impairment in Covid-19 Patients and Its Relation to Laboratory Data, Neuropsychiatria i Neuropsychologia (2023)
4. Comparing Therapeutic Versus Prophylactic Enoxaparin Therapy in Severe Covid-19 Patients: A Randomized Clinical Trial, Medical Journal of the Islamic Republic of Iran (2023)
5. Dexamethasone Treatment in Patients With Severe Covid-19: A Propensity Score-Matched Study, Acta Medica Iranica (2022)
6. Effects of Remdesivir on In-Hospital and Late Outcomes of Patients With Confirmed or Clinically Suspected Covid-19: A Propensity Score-Matched Study, Acta Medica Iranica (2022)
7. Incidence of Covid-19 in Health Care Personnel in a Tertiary Hospital in Iran, Journal of Iranian Medical Council (2022)
8. Long-Term Impact of the Covid-19 Associated Aki: The Relationship Between Kidney Recovery and Mortality in a 10-Month Follow-Up Cohort Study, Kidney and Blood Pressure Research (2022)
9. Prognostic Significance of Chads2 and Cha2ds2-Vasc Scores to Predict Unfavorable Outcomes in Hospitalized Patients With Covid-19, Journal of Cardiovascular and Thoracic Research (2022)
10. Rectus Sheath Hematoma in Covid-19 Patients As a Mortal Complication: A Retrospective Report, International journal of clinical practice (2022)
11. Association of Clinical Characteristics, Antidiabetic and Cardiovascular Agents With Diabetes Mellitus and Covid-19: A 7-Month Follow-Up Cohort Study, Journal of Diabetes and Metabolic Disorders (2021)
12. Clinical Significance of Prognostic Nutrition Index in Hospitalized Patients With Covid-19: Results From Single-Center Experience With Systematic Review and Meta-Analysis, Nutrition in Clinical Practice (2021)
13. Predicting Risk Score for Mechanical Ventilation in Hospitalized Adult Patients Suffering From Covid-19, Anesthesiology and Pain Medicine (2021)
14. Risk Indicators Associated With In-Hospital Mortality and Severity in Patients With Diabetes Mellitus and Confirmed or Clinically Suspected Covid-19, Journal of Diabetes and Metabolic Disorders (2021)
15. The Risk Factors and Clinical Outcomes Associated With Acute Kidney Injury in Patients With Covid-19: Data From a Large Cohort in Iran, Kidney and Blood Pressure Research (2021)
16. Vitamin D Sufficiency, a Serum 25-Hydroxyvitamin D at Least 30 Ng/Ml Reduced Risk for Adverse Clinical Outcomes in Patients With Covid-19 Infection, PLoS ONE (2020)