プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Andris Z.に依頼

Latvia

Emergency Medicine MD | Clinical Data Scientist | Biostatistics & Healthcare ML

プロフィール概要

🩺 Emergency medicine physician by training. Clinical data scientist by choice. I work shifts in the ED and spend the rest of my time building Python pipelines for healthcare data. That combination is rare — and it's exactly why clinical researchers hire me. What that means for your project: → I've worked with real EHR data. I know which variables to trust and which are input noise. → I can tell you if your model result is clinically meaningful, not just statistically significant. → I speak both "doctor" and "data scientist" — no translation layer needed. What I deliver: 📊 Biostatistics for research papers (regression, hypothesis testing, mixed models) 🔬 EDA & data quality audits on messy clinical datasets (EHR, registry, survey) 🤖 Predictive modeling & survival analysis (sklearn, lifelines) 📝 Clean Python pipelines + reports that a non-coder clinician can actually read My open-source project Ylivertainen is a clinical tabular ML toolkit — full pipeline from raw EHR fields through cohort definition, EDA, statistical testing, predictive modeling, and HTML report output. It's what I use. You can see the code. Stack: Python · pandas · sklearn · scipy · lifelines · Jupyter · Quarto · Git Languages: English · Russian · Latvian

専門分野

• ★ Biostatistics
• ★ Machine Learning
• ★ Emergency Medicine
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Python
• ☆ Neurology
• ☆ Neurosurgery
• ☆ Public Health
• ☆ Epidemiology
• ☆ Endovascular Neurosurgery

サービス

• Data & AI

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

職務経験

Emergency Medicine Physician

Emergency Department, Jūrmala Hospital

8月 2025 - 現在

学歴

Doctor of Medicine (MD)

Rīga Stradiņš University

8月 2019 - 7月 2025

Medical Doctor (MD) (Medicine)

Riga Stradiņš University

8月 2019 - 7月 2025

認定資格

• 認定資格の詳細は未入力です。

出版物

CONFERENCE PRESENTATION

Andris Zaguzovs, Anastasija Solodjankina (2025). Perimesencephalic Subarachnoid Hemorrhage: An Unusual Presentation With Self-Limited Bleeding and Negative Angiography . RĪGA STRADIŅŠ UNIVERSITY INTERNATIONAL STUDENT CONFERENCE 2025, Rīga Stradiņš University, Riga, Latvia.

Andris Zaguzovs, Bassel Yacoub Wehbe (2024). Case Report: Congenital Hydrocephalus . INTERNATIONAL STUDENT CONFERENCE ON PAEDIATRICS, Vilniaus universitetas, Vilnius, Lithuania.

Andris Zaguzovs, Jānis Vētra (2023). Case Report: Moyamoya Syndrome . International Scientific Conferences on Medicine & Public Health, Research Week 2023, Rīga Stradiņš University, Riga, Latvia.