プロフィール詳細

プロジェクトを作成

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Dr. Abdullah A.に依頼

Pakistan

Healthcare AI Researcher & Data Analyst | Expert in ML for Clinical Diagnosis & Medical Research

プロフィール概要

I am a healthcare researcher and data analyst with strong expertise in applying machine learning and statistical methods to clinical and biomedical data. My work focuses on developing explainable and clinically interpretable AI models for disease diagnosis, risk stratification, and decision support using routine laboratory and patient data. I have hands-on experience with machine learning algorithms including logistic regression, random forest, gradient boosting, and neural networks, along with advanced techniques for feature engineering, class imbalance handling, and model explainability (SHAP, permutation importance). I have actively contributed to multiple peer-reviewed research projects involving anemia classification, cardiovascular risk prediction, and public health analytics, with publications in international journals and experience as a peer reviewer. My skill set includes Python, R, SPSS, and end-to-end research support from study design and data preprocessing to modeling, interpretation, and manuscript writing. I am committed to delivering accurate, ethical, and publication-ready research solutions that bridge data science and clinical practice.

専門分野

• ★ Data Analysis
• ★ Artificial Intelligence
• ★ Hematology
• ☆ SPSS
• ☆ Excel
• ☆ Scikit-learn
• ☆ Dermatology
• ☆ Skin Cancer
• ☆ Medical Genetics
• ☆ Immunogenetics
• ☆ Hematology-Oncology
• ☆ Leukemia & Lymphoma
• ☆ Photodermatology
• ☆ Dermatitis
• ☆ Hemophilia

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Clinical Trial Documentation, Medical Writing, Technical Writing, Copywriting, General Proofreading & Editing, Translation

Research Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Healthcare Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing, Data Insights

職務経験

Doctor

Khyber Medical College

2月 2022 - 現在

学歴

Student

American College of Radiology

8月 2025 - 現在

Student

College of American Pathologist

6月 2025 - 現在

認定資格

• Artificial Intelligence in Healthcare - Strategy and Prioritization

  Cleveland Clinic

  https://cce.ccf.org/ccecme/stream/download.credit.certificate?credit_id=7328944

  1月 2026 - 現在

• Artificial Intelligence in Healthcare - Demystifying the Vocabulary

  Cleveland Clinic

  https://cce.ccf.org/ccecme/stream/download.credit.certificate?credit_id=7328972

  1月 2026 - 現在

• Certificate of Reviewing

  Asian Journal of Psychiatry

  https://reviewerhub.elsevier.com/reviewer/rewards-reports/certificates

  12月 2025 - 現在

• ArtInHCI 2025 Reviewer Certificate

  ArtInHCI 2025 conference proceedings

  https://www.artinhci.com/DefaultCn.aspx

  11月 2025 - 現在

• CME CERTIFICATE

  PGMI

  5月 2025 - 現在

• Certificate of excellence in reviewing

  Journal of Education, Society and Behavioural Science

  https://dashboard.peerreviewcentral.com

  6月 2024 - 現在

• Certificate of Merit

  Khyber Medical College, Peshawar

  5月 2024 - 現在

出版物

JOURNAL ARTICLE

Abdullah, A., Saddiqi, H.A., Qasim, M., Khitab, A., Khan, M., Ahmad, S.(2025). Anemia prediction using gene expression programming (GEP) and explainable artificial intelligence approaches . Computers in Biology and Medicine. 196.

Abdullah, A., Khan, M.M., Saboor, A.(2025). Comments on Open versus Endovascular Repair of Patent Popliteal Artery Aneurysms in an Elective Setting . Annals of Vascular Surgery. 121. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 444-445.

Saboor, A., Khan, M.M., Abdullah, A.(2025). Socioeconomic and technological considerations in stroke prognosis: A comment on Irie et al . Journal of the Neurological Sciences. 476.