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Dr. Ali S.に依頼

Pakistan

Biostatistician & Medical Research Expert

プロフィール概要

I'm an IBM-certified Data Science Professional and Biostatistician with medical training from Dow University of Health Sciences. Over the past 4 years, I've co-authored 28+ peer-reviewed papers cited 80+ times in high-impact journals. As Head Research Analyst and Head Mentor at Research Council of Pakistan, I lead research training programs for medical students and early-career researchers. I specialize in applying advanced biostatistics and data science to healthcare research, with particular expertise in cardiology. I bridge the gap between medicine and statistics. That means I don't just analyze your data, I help you understand what it means clinically and how to present it in a way that makes sense to your audience.

専門分野

• ★ Biostatistics
• ★ Statistics
• ★ R
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Health Data Analysis
• ☆ Python
• ☆ STATA
• ☆ Clinical Trials
• ☆ Clinical Trials Data Analysis
• ☆ Cardiovascular Disease
• ☆ Internal Medicine

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Medical Writing, General Proofreading & Editing

Research Meta-Research, Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing

職務経験

Head Research Analyst

Research Council of Pakistan

7月 2023 - 現在

学歴

Bachelor of Medicine, Bachelor of Surgery (MBBS) (Department of Medicine)

Dow University of Health Sciences

1月 2022 - 1月 2027

認定資格

• Machine Learning Specialization

  Stanford University

  https://www.coursera.org/account/accomplishments/specialization/6W9THHQTUGT7

  7月 2024 - 現在

• IBM Data Science Professional

  IBM

  https://www.coursera.org/account/accomplishments/specialization/CXUMUWV896H2

  3月 2024 - 現在

• Data Scientist with R

  DataCamp

  https://www.datacamp.com/completed/statement-of-accomplishment/track/a3ef15c103c99ce58b827c497114df6fc87c62b9

  12月 2022 - 現在

出版物

JOURNAL ARTICLE

Ali Salman, Areeka Irfan, Mariam Shahabi, Muteia Shakoor, Mohammad Ismail Asim, Areeba Gul, Ali Roomi Khuwaja, Muhammad Usman Baig, Shahzeb Arif Khatri, Fakiha Hussain, et al. (2026). Atrial Fibrillation Elevates Stroke, Bleeding, and Cost in US Aortic Aneurysm Admissions: Insights from the National Inpatient Sample . Annals of Vascular Surgery.

Ali Salman, Asad Ali Ahmed Cheema, Fatima Raja, Hasan Akbar Naqvi, Komal Kumari, Fizza Mahmood, Ajwa Marrium, Muhammad Salar Khan Jadoon, Sanjana Devi, Ezza Bashir, et al. (2025). Place of death among adults with interstitial lung disease in the united states, 1999-2023: a national population-based study . Annals of Medicine & Surgery.

Ali Salman, Aimen Shafiq, Ahsan Alam, Summiya Qureshi, Anas M Din Bashir, Umair Bajwa, Bushra Ishaq, Khushal Khan, Hassan Waheed Malik, Zainab Mubasher, et al. (2025). Racial and ethnic disparities in utilization of mechanical circulatory support for cardiogenic shock following acute myocardial infarction: a retrospective cross-sectional study . Annals of Medicine & Surgery.

Ali Salman, Aimen Shafiq, Sadia Akram, Muhammad Rizwan Farooq, Qais Bin Abdul Ghaffar, Anam Ijaz, Abdullah Imtiaz, Humna Irshad, Aroon Kumar, Muhammad Faisal Riaz, et al. (2025). Patterns and predictors of palliative care use in acute heart failure hospitalizations . American Heart Journal Plus: Cardiology Research and Practice.

Ali Salman, Areeka Irfan, Mariam Shahabi, Muteia Shakoor, Mohammad Ismail Asim, Areeba Gul, Ali Roomi Khuwaja, Muhammad Usman Baig, Shahzeb Arif Khatri, Fakiha Hussain, et al. (2025). Atrial Fibrillation Elevates Stroke, Bleeding, and Cost in U.S. Aortic Aneurysm Admissions: Insights from the National Inpatient Sample . Annals of Vascular Surgery.

Ali Salman, Muhammad Shariq Usman, Eliza Aisha, Uzair Khan, Sabina Naz, Sarah Faisal, Iqra Yaseen Khan, Muhammad Hammad Arif, Neha Mohiuddin, Ayesha Ali Khan, et al. (2025). Peripartum Hypertension and Neonatal Outcomes Across Races: 2016-2022 . Current Problems in Cardiology.

Ali Salman, Farman Ali, Shaaf Ahmad, Aman Ullah, Adarsh Raja, Faizan Ahmed, Prinka Perswani, Ahsan Alam, Jishanth Mattumpuram, Muhammad Talha Maniya, et al. (2025). Where Adults With Heart Failure Die: Insights From the CDC-WONDER Database . Circulation: Heart Failure.

Ali Salman, Farman Ali, Shaaf Ahmad, Aman Ullah, Adarsh Raja, Faizan Ahmed, Prinka Perswani, Ahsan Alam, Jishanth Mattumpuram, Muhammad Talha Maniya, et al. (2025). Where Adults With Heart Failure Die: Insights From the CDC-WONDER Database . Circulation: Heart Failure.

Ali SALMAN, Dua BATOOL ZAIDE, Rayaan IMRAN, Hoor UL AIN, Muhammad O. BHATTI, Laiba BATOOL, Beena MUNTAHA NASIR, Laiqa TARIQ, Shaaf AHMAD, Mohammad S. KHAN KHAKWANI, et al. (2025). Trends in vascular dementia-related mortality in the United States from 2005 to 2020 . Minerva Cardiology and Angiology.

Ali Salman, Javed Butler, Muhammad Shariq Usman, Charu Gandotra, Andrew Farb, Aliza M. Thompson, Norman Stockbridge, Cordula Zeller, Folke Folkvaljon (2025). Patient-Reported Outcomes as End Points in Heart Failure Trials . Circulation.

Ali Salman, Javed Butler, Muhammad Shariq Usman, Charu Gandotra, Andrew Farb, Aliza M. Thompson, Norman Stockbridge, Cordula Zeller, Folke Folkvaljon (2025). Patient-Reported Outcomes as End Points in Heart Failure Trials . Circulation.

Ali Salman, Muhammad Hamza Shuja, Afia Jawiad, Shafin Bin Ameen, Mishal Abid, Zoya Khemane, Maliha Edhi, Marc Fakhoury, Minal Hasan (2025). Rising mortality in cerebral atherosclerosis-related deaths in the United States (1999–2020): a 21-year retrospective analysis of CDC-WONDER database . Annals of Medicine & Surgery.

Ali Salman, Farhan Shahid, Saad Ahmed Waqas, Jazza Aamir, Ruqiat Masooma Batool, Muhammad Khalid Afridi, Fatima Aman Makda, Ifrah Ansari, Haiqa Aamer, Sadaf Iftikhar, et al. (2025). Optimal dual antiplatelet therapy for coronary artery bypass grafting: a systematic review and meta-analysis . Archives of Medical Science – Atherosclerotic Diseases.

Ali Salman, Syeda Ayesha Shah, Hasan Mushahid, Syed Husain Farhan, Fakhar Latif, Rabbia Siddiqi, Abdulqadir J. Nashwan, Dmitry Abramov, Abdul Mannan Khan Minhas (2025). Safety and Efficacy of Sodium-Glucose Cotransporter 2 Inhibitors in Older Adults with Variable Disease States: A Meta-analysis of Large Placebo-Controlled Trials . Drugs & Aging.

Ali Salman, Muhammad Saad, Ruqiat Masooma Batool, Zainab Siddiqua Ibrahim, Saad Ahmed Waqas, Syed Zaeem Ahmed, Syed Ibad Ahsan, Eliza Aisha, Haiqa Aamer, Muhammad Umer Sohail, et al. (2025). Obesity paradox in coronary artery disease: national inpatient sample analysis . Coronary Artery Disease.

Salman, A., Saad, M., Batool, R.M., Ibrahim, Z.S., Waqas, S.A., Ahmed, S.Z., Ahsan, S.I., Aisha, E., Aamer, H., Sohail, M.U., et al.(2025). Obesity paradox in coronary artery disease: National inpatient sample analysis . Coronary Artery Disease. 36. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 294-302.

Shah, S.A., Mushahid, H., Salman, A., Farhan, S.H., Latif, F., Siddiqi, R., Nashwan, A.J., Abramov, D., Minhas, A.M.K.(2025). Safety and Efficacy of Sodium-Glucose Cotransporter 2 Inhibitors in Older Adults with Variable Disease States: A Meta-analysis of Large Placebo-Controlled Trials . Drugs and Aging. 42. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 195-211.

Salman, Ali, Usman, Muhammad Shariq, Aisha, Eliza, Ahmed, Syed Zaeem, Mohiuddin, Neha, Mattumpuram, Jishanth (2025). CAUSES CONTRIBUTING TO DEATH IN CARDIAC AMYLOIDOSIS . JACC: Journal of the American College of Cardiology.

Butler, J., Usman, M.S., Gandotra, C., Salman, A., Farb, A., Thompson, A.M., Stockbridge, N., Zeller, C., Folkvaljon, F.(2025). Patient-Reported Outcomes as End Points in Heart Failure Trials . Circulation. 151. (15). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1111-1125.

Ali, F., Ahmad, S., Ullah, A., Salman, A., Raja, A., Ahmed, F., Perswani, P., Alam, A., Mattumpuram, J., Maniya, M.T., et al.(2025). Where Adults with Heart Failure Die: Insights from the CDC-WONDER Database . Circulation Heart Failure. 18. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 620-628.

Ali SALMAN, Fakhar LATIF, Komail K. MEER, Zain SHAIKH, Ayesha MUBBASHIR, Umar KHAN, Taimur F. USMANI, Jenelle ALVARES, Maria IMRAN, Ahmad SHAHID, et al. (2024). Efficacy of oral anticoagulants in chronic kidney disease and hemodialysis patients with atrial fibrillation: a systematic review and meta-analysis . Minerva Cardiology and Angiology.

Ali Salman, Muhammad Shariq Usman, James L. Januzzi, Stefan D. Anker, Puja B. Parikh, Marianno Adamo, Gerasimos Filippatos, Muhammad Shahzeb Khan, Anuradha Lala, Subodh Verma, et al. (2024). The effect of sodium–glucose cotransporter 2 inhibitors on left cardiac remodelling in heart failure with reduced ejection fraction: Systematic review and meta‐analysis . European Journal of Heart Failure.

Ali Salman, Faisal Mahmood, Mohammed M. AlGhamdi, Mohammad O. AlQithmi, Nasser M. Faris, Muhammad U. Nasir (2024). The effect of having a physician in the triage area on the rate of patients leaving without being seen . Saudi Medical Journal.

Ali Salman, Muhammad Omar Larik, Muhammad Ali Amir, Yasir Majeed, Maryam Urooj, Muhammad Ali Tariq, Fatima Azam, Moeez Ibrahim Shiraz, Maria Muhammad Fiaz, Maryam Amjad Waheed, et al. (2024). Trends in Rheumatic Heart Disease-Related Mortality in the United States from 1999 to 2020 . Current Problems in Cardiology.

Salman, Ali, Larik, Muhammad Omar, Amir, Muhammad Ali, Majeed, Yasir, Urooj, Maryam, Tariq, Muhammad Ali, Azam, Fatima, Shiraz, Moeez Ibrahim, Fiaz, Maria Muhammad, Waheed, Maryam Amjad, et al. (2024). Trends in Rheumatic Heart Disease-Related Mortality in the United States from 1999 to 2020 . Current Problems in Cardiology.

Salman, Ali, Siddiqi, Tariq Jamal, Usman, Muhammad Shariq, Siddiqui, Amna, Talbot, Nicholas, Khan, Laibah Arshad, Shabbir, Aisha, Hall, Michael E., Taffet, George E. (2024). Association of low diastolic blood pressure with cardiovascular outcomes and all-cause mortality: A meta-analysis . Current Problems in Cardiology.

Siddiqi, T.J., Usman, M.S., Siddiqui, A., Salman, A., Talbot, N., Khan, L.A., Shabbir, A., Hall, M.E., Taffet, G.E.(2024). Association of low diastolic blood pressure with cardiovascular outcomes and all-cause mortality: A meta-analysis . Current Problems in Cardiology. 49. (1).

Salman, A., Larik, M.O., Amir, M.A., Majeed, Y., Urooj, M., Tariq, M.A., Azam, F., Shiraz, M.I., Fiaz, M.M., Waheed, M.A., et al.(2024). Trends in Rheumatic Heart Disease-Related Mortality in the United States from 1999 to 2020 . Current Problems in Cardiology. 49. (1).

Mahmood, F.T., AlGhamdi, M.M., AlQithmi, M.O., Faris, N.M., Nasir, M.U., Salman, A.(2024). The effect of having a physician in the triage area on the rate of patients leaving without being seen . Saudi Medical Journal. 45. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 74-78.

Marsia, S., Kumar, D., Raheel, H., Salman, A., Aslam, B., Ikram, A., Kumar, P., Aslam, A., Shafiq, A., Gul, A.(2024). Evaluating the Safety and Efficacy of Erythropoietin Therapy for Neonatal Hypoxic-Ischemic Encephalopathy: A Systematic Review and Meta-Analysis . Pediatric Neurology. 152. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 4-10.

Salman, Ali, Marsia, Shayan, Kumar, Danisha, Raheel, Hamna, Aslam, Baseer, Ikram, Armeen, Kumar, Piresh, Aslam, Aimun, Sha, Areeba, Gul, Areeba (2024). Evaluating the Safety and Efficacy of Erythropoietin Therapy for Neonatal Hypoxic-Ischemic Encephalopathy: A Systematic Review and Meta-Analysis . Pediatric Neurology.

Usman, M.S., Januzzi, J.L., Anker, S.D., Salman, A., Parikh, P.B., Adamo, M., Filippatos, G., Khan, M.S., Lala, A., Verma, S., et al.(2024). The effect of sodium–glucose cotransporter 2 inhibitors on left cardiac remodelling in heart failure with reduced ejection fraction: Systematic review and meta-analysis . European Journal of Heart Failure. 26. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 373-382.

Salman, Ali, Latif, Fakhar, Meer, Komail K., Shaikh, Zain, Mubbashir, Ayesha, Khan, Umar, Usmani, Taimur F., Alvares, Jenelle, Imran, Maria, Shahid, Ahmad, et al. (2024). Efficacy of oral anticoagulants in chronic kidney disease and hemodialysis patients with atrial fibrillation: a systematic review and meta-analysis . Minerva Cardiology and Angiology.

Salman, Ali, Siddiqi, Ahmed, Maniya, Muhammad Talha, Ali, Kumail Mustafa, Raja, Adarsh, Khan, Laibah, Siddiqi, Tariq Jamal, Hall, Michael (2024). Trends in Atherosclerotic Cardiovascular Disease Related Mortality Among Older Adults in the United States From 1999-2021 . Circulation.

Ali Salman, Shayan Marsia, Danisha Kumar, Hamna Raheel, Baseer Aslam, Armeen Ikram, Piresh Kumar, Aimun Aslam, Areeba Shafiq, Areeba Gul (2023). Evaluating the safety and efficacy of Erythropoietin therapy for Neonatal Hypoxic Ischemic Encephalopathy: A systematic review and meta-analysis . Pediatric Neurology.

Ali Salman, Tariq Jamal Siddiqi, Muhammad Shariq Usman, Amna Siddiqui, Nicholas Talbot, Laibah Arshad Khan, Aisha Shabbir, Michael E Hall, George E. Taffet (2023). Association of low diastolic blood pressure with cardiovascular outcomes and all-cause mortality: A meta-analysis . Current Problems in Cardiology.

Ali Salman, Muhammad Omar Larik, Muhammad Ali Amir, Yasir Majeed, Maryam Urooj, Muhammad Ali Tariq, Fatima Azam, Moeez Ibrahim Shiraz, Maria Muhammad Fiaz, Maryam Amjad Waheed, et al. (2023). Trends in Rheumatic Heart Disease-Related Mortality in the United States from 1999 to 2020 . Current Problems in Cardiology.

Salman, Ali, Usman, Muhammad Shariq, Siddiqi, Tariq J., Siddiqui, Amna, Khan, Laibah, Shabbir, Aisha, Hall, Michael E., Taffet, George E. (2023). Relationship Between Low Diastolic Blood Pressure, AllCause Mortality and Cardiovascular Outcomes: A Meta-Analysis . Circulation.

Salman, Ali, Umer, Muhammed, Nadeem, Shahrukh, Iqbal, Abiha, Tashrifwala, Fatema, Paryani, Neha Saleem, Ali, Eman, Kumar, Jai, Maniya, Muhammad Talha, Asad, Dayab (2023). SGLT2 Inhibitors versus Sulfonylureas as Add-On Therapy to Metformin in Type 2 Diabetes: A Systematic Review and Meta-Analysis . Circulation.

Salman, Ali, Usman, Muhammad Shariq, Greene, Stephen J., Starks, Monique A., Sohail, Muhammad Umer, Frazier-Mills, Camille, Wu, Hau-Tieng, Dinh, Wilfried, Mentz, Robert J. (2023). Prognostic Value of Heart Rate Variability in Black Americans: The Jackson Heart Study . Circulation.

CONFERENCE POSTER

Ali Salman, Aimen Shafiq, Ahsan Alam, Summiya qureshi, Anas M Din Bashir, umair bajwa, Bushra Ishaq, Khushal Khan, Hassan Waheed Malik, Zainab Mubasher, et al. (2025). Abstract 4365524: Racial and Ethnic Disparities in the Utilization of Mechanical Circulatory Support for Cardiogenic Shock Following Acute Myocardial Infarction . Circulation.

Ali Salman, Taha Bin Arif, Muhammad Talha Maniya, Umm E. Salma Shabbar Banatwala, Sana Murtaza, Sara Ahmad, Sara Aleem, Sanish Abbasi, Fatima Naveed, Kashif Ali, et al. (2025). S628 A Dual Diagnosis, a Double Burden: Racial and Ethnic Disparities in Colorectal Cancer and Cardiovascular Diseases-Related Hospital Outcomes . American Journal of Gastroenterology.

Ali Salman, Muhammad Shariq Usman, Eliza Aisha, Syed Zaeem Ahmed, Neha Mohiuddin, Jishanth Mattumpuram (2025). CAUSES CONTRIBUTING TO DEATH IN CARDIAC AMYLOIDOSIS . Journal of the American College of Cardiology.

Ali Salman, Ahmed Siddiqi, Muhammad Talha Maniya, Kumail Mustafa Ali, Adarsh Raja, Laibah Khan, Tariq Jamal Siddiqi, Michael Hall (2024). Abstract 4127417: Trends in Atherosclerotic Cardiovascular Disease Related Mortality Among Older Adults in the United States From 1999-2021 . Circulation.

Ali Salman, Muhammad Talha Maniya, Ahmed Siddiqi, Kumail Mustafa Ali, Adarsh Raja, Laibah Khan, Tariq Jamal Siddiqi, Michael Hall (2024). Abstract 4128457: Trends in Hypertension-Related Mortality Among Younger Adults in the United States From 1999-2021 . Circulation.

Ali Salman, Muhammad Shariq Usman, Muhammad Khan, Eliza Aisha, Sabina Naz, Sarah Faisal, Iqra Khan, Muhammad Hammad Arif, Hamza Janjua, Ayesha Ali Khan, et al. (2024). Abstract 4130622: Neonatal Outcomes of Hypertensive Women Across US Races: 2016-2022 . Circulation.

Ali Salman, Scheryar Saqib, Muhammad Talha Maniya, Aimen Shafiq, Ahmed Siddiqi, Kumail Mustafa Ali, Adarsh Raja, Laibah Khan, Tariq Jamal Siddiqi, Michael Hall (2024). Abstract 4131486: Cardiovascular Mortality in Children and Young Adults: Trends and Demographic Differences in the United States, 1999 to 2021 . Circulation.

Ali Salman, Muhammad Shariq Usman, Stephen J Greene, Monique A Starks, Muhammad Umer Sohail, Camille Frazier-Mills, Hau-Tieng Wu, Wilfried Dinh, Robert J Mentz, Javed Butler, et al. (2023). Abstract 14635: Prognostic Value of Heart Rate Variability in Black Americans: The Jackson Heart Study . Circulation.

Ali Salman, Muhammed Umer, Shahrukh Nadeem, Abiha Iqbal, Fatema Tashrifwala, Neha Saleem Paryani, Eman Ali, Jai Kumar, Muhammad Talha Maniya, Dayab Asad, et al. (2023). Abstract 14623: SGLT2 Inhibitors versus Sulfonylureas as Add-On Therapy to Metformin in Type 2 Diabetes: A Systematic Review and Meta-Analysis . Circulation.

Ali Salman, Muhammad Shariq Usman, Tariq J Siddiqi, Amna Siddiqui, Laibah Khan, Aisha Shabbir, Michael E Hall, George E Taffet (2023). Abstract 15010: Relationship Between Low Diastolic Blood Pressure, All-Cause Mortality and Cardiovascular Outcomes: A Meta-Analysis . Circulation.