Manuel Burger

PhD student, ETHZ - ETH Zurich

Joined

January 2023

Names

Manuel Burger (Preferred)

Emails

****@inf.ethz.ch (Confirmed)

Personal Links

Career & Education History

PhD student

ETHZ - ETH Zurich (ethz.ch)

2022 – Present

Advisors, Relations & Conflicts

Coauthor

2023 – Present

PhD Advisor

2022 – Present

Coauthor

Rita Kuznetsova

2022 – Present

Expertise

machine learning

,

deep learning

Present

machine learning for health care

,

machine learning for biomedicine

Present

Publications

A study on intensive care early event prediction: How well do clinicians perform against AI?
Manuel Burger, Jérôme Pasquier, Quinten Johnson, Xinrui Lyu, Dinara Veshchezerova, Carmen A Pfortmueller, Joerg C Schefold, Tobias Merz, David Berger, Martin Faltys, Gunnar Ratsch
- TS4H NeurIPS 2025 Poster
- Readers: Everyone
Towards Foundation Models for Critical Care Time Series
Manuel Burger, Fedor Sergeev, Malte Londschien, Daphné Chopard, Hugo Yèche, Eike Christian Gerdes, Polina Leshetkina, Alexander Morgenroth, Zeynep Babür, Jasmina Bogojeska, Martin Faltys, Rita Kuznetsova, Gunnar Ratsch
- AIM-FM Workshop @ NeurIPS'24 Oral
- Readers: Everyone
Towards Large-scale Clinical Multi-variate Time-series Datasets
Manuel Burger, Fedor Sergeev, Malte Londschien, Daphné Chopard, Hugo Yèche, Eike Christian Gerdes, Polina Leshetkina, Alexander Morgenroth, Zeynep Babür, Jasmina Bogojeska, Martin Faltys, Rita Kuznetsova, Gunnar Ratsch
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions
Samyak Jain, Manuel Burger, Gunnar Ratsch, Rita Kuznetsova
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs
Kacper Kapusniak, Manuel Burger, Gunnar Ratsch, Amir Joudaki
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone

Co-Authors