プロフィール詳細

プロジェクトを作成

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Abraham K.に依頼

South Korea

Epidemiology & Biostatistics Expert | R, Python, Survival Analysis & Health Data

プロフィール概要

I am a public health researcher and health data analyst with training in epidemiology, medical big data, biostatistics, machine learning, nutrition, and evidence synthesis. I specialize in analysing health and medical data and translating complex results into clear, publication-ready outputs. My technical experience includes R and Python, data cleaning and management, descriptive and inferential statistics, regression modelling, survival analysis, Cox proportional hazards models, longitudinal and cohort data analysis, restricted cubic splines, interaction analysis, sensitivity analysis, machine learning, cross-validation, predictive modelling, and data visualization. I also work with systematic reviews, literature searches, evidence synthesis, research methodology, and scientific writing. My research experience includes analysing large-scale longitudinal cohort data to investigate lifestyle, chronic disease, multimorbidity, mortality, and life expectancy. I have worked with the Korean Genome and Epidemiology Study (KoGES-HEXA), including a cohort of more than 100,000 participants, applying survival and flexible parametric models to examine how lifestyle and morbidity relate to mortality and years of life lost. I have also worked on machine-learning research using dietary, demographic, and health characteristics to predict nutrient intake, including model development, cross-validation, performance evaluation, and comparison of prediction approaches. My broader research interests include healthy ageing, health trajectories, multimorbidity, digital health, responsible health AI, and the use of longitudinal data to identify factors associated with changes in health over time. I have experience conducting systematic reviews and evaluating health technologies. This includes reviewing real-world applications of artificial intelligence in primary care, assessing heterogeneous evidence, applying established evaluation frameworks, and evaluating confidence in review findings. I hold an MSc in Medicine (Medical Big Data) from Kangwon National University in South Korea and an MSc in Public Health from the University of Manchester in the United Kingdom. My academic training includes epidemiology, biomedical informatics, machine learning, big-data analysis, digital public health, statistics, and nutrition. For client projects, I can support researchers and organizations with: • Statistical analysis in R and Python • Epidemiological and medical data analysis • Survival and longitudinal analysis • Regression and predictive modelling • Machine-learning model development and evaluation • Data cleaning, visualization, and publication-ready figures • Systematic reviews and evidence synthesis • Research methodology and analysis planning • Interpretation and presentation of research findings I focus on reproducible analysis, appropriate methodology, transparent reporting, and results that can be clearly understood and used in research, reports, and publications.

専門分野

• ☆ Statistics
• ☆ Python
• ☆ SPSS
• ☆ SQL
• ☆ Excel
• ☆ SAS
• ☆ R
• ☆ Scikit-learn
• ☆ Public Health
• ☆ Epidemiology
• ☆ Environmental Epidemiology
• ☆ Global Health
• ☆ Disease Control And Prevention
• ☆ Public Health and Sanitation
• ☆ Tobacco Use Prevention & Control
• ☆ Health Technology Assessment
• ☆ E-Health & Telemedicine
• ☆ Inflammation

サービス

• Writing
• Research
• Consulting

Writing Medical Writing, Non-Medical Regulatory Writing, Technical Writing, Creative Writing, Audio Transcription, General Proofreading & Editing

Research Gap Analysis

Consulting Digital Strategy Consulting, Healthcare Consulting

職務経験

Graduate Student Researcer

Kangwon National University

9月 2023 - 現在

学歴

Msc in Medicine (Medical Big Data)

Kangwon National University

9月 2023 - 8月 2026

MPH

University of Manchester

9月 2022 - 12月 2025

BSc (Hons) human Nutrition

Makerere University

8月 2014 - 1月 2018

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Abraham Kaggwa, Anthony Kityo, Sang-Ah Lee (2026). Effect of morbidity on the association between lifestyle and mortality in the Health Examinee cohort . Epidemiology and Health.

DISSERTATION THESIS

Nabubuya, A., Mugabi, R., Kaggwa, A., Ainebyona, P., & Nalugya, R. (2022). Influence of roasting on the proximate, functional and sensory properties of jackfruit seeds and amaranth grain composite complementary flours. Tanzania Journal of Science, 48(1), 156–169. https://doi.org/10.4314/tjs.v48i1.15 .

CONFERENCE PAPER

Abraham Kaggwa, Anthony Kityo(2022). Fruit and Vegetable Intake, and Metabolic Syndrome Components: A Population-Based Study . {MDPI}