プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Juan Miguel L.に依頼

Germany

Consulting and solutions | Artificial Intelligence

プロフィール概要

AI/ML consultant with a PhD in Artificial Intelligence (Summa cum laude, top 5% in Germany). Experienced in international collaborations with universities, hospitals, and health agencies. Published in top journals on healthcare AI (explainability, generative models, decision support). Also active as lecturer, peer reviewer, and consultant, delivering science-driven, reliable solutions.

専門分野

• ☆ Data Analysis
• ☆ Image Processing
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Financial Modeling
• ☆ Python
• ☆ LaTex
• ☆ Pharmacy
• ☆ Clinical Pharmacy
• ☆ Cardiovascular Disease
• ☆ Clinical Cardiac Electrophysiology
• ☆ Cardiovascular Disease Management
• ☆ Health Informatics

サービス

• Writing

Writing Non-Medical Regulatory Writing, Technical Writing, Business & Legal Writing, Copywriting, Creative Writing

職務経験

Postdoctoral Researcher

Carl von Ossietzky Universität Oldenburg

8月 2025 - 現在

Postdoctoral researcher

Carl von Ossietzky University of Oldenburg

8月 2025 - 現在

学歴

PhD Machine Learning

Carl von Ossietzky Universität Oldenburg - Germany

3月 2022 - 8月 2025

PhD (Summa cum laude) (AI4Health division)

Carl von Ossietzky University of Oldenburg

2022 - 2025

認定資格

• Data or Specimens Only Research

  Collaborative Institutional Training Initiative

  3月 2023 - 現在

出版物

JOURNAL ARTICLE

Juan Miguel Lopez Alcaraz, Hjalmar Bouma, Nils Strodthoff(2025). Enhancing clinical decision support with physiological waveforms—A multimodal benchmark in emergency care . Computers in Biology and Medicine. 192. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 110196. Elsevier

Juan Miguel Lopez Alcaraz, Nils Strodthoff, Wilhelm Haverkamp (2024). Prospects for artificial intelligence-enhanced electrocardiogram as a unified screening tool for cardiac and non-cardiac conditions: an explorative study in emergency care . European Heart Journal - Digital Health.

Juan Miguel Lopez Alcaraz, Gabriel Ott, Agnese Sbrollini, Yannik Schaubelt, Wilhelm Haverkamp, Nils Strodthoff (2024). Using explainable AI to investigate electrocardiogram changes during healthy aging—From expert features to raw signals . PLOS ONE.

Juan Miguel Lopez Alcaraz, Nils Strodthoff(2022). Diffusion-based time series imputation and forecasting with structured state space models . Transactions on Machine Learning Research.

PREPRINT

Juan Miguel Lopez Alcaraz, Ebenezer Oloyede, Eromona Whiskey, Olubanke Dzahini, Dan W. Joyce, Sukhi Shergill, Nils Strodthoff, David Taylor, Christian J. Bachmann (2025). Predicting agranulocytosis in patients treated with clozapine–development and validation of a machine learning algorithm based on 5,550 patients .