Holger Frohlich - Center For Bioinformatics

基本信息

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职业迁徙

个人简介

AI in Precision Medicine: - stratification of patient trajectories - prediction of disease progression - simulation of patient trajectories - prediction of drug response AI in Drug Discovery - drug repositioning - prediction of adverse events

研究兴趣

论文共 215 篇作者统计合作学者相似作者

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Evaluating Knowledge Fusion Models on Detecting Adverse Drug Events in Text

Philipp Wegner,Holger Fröhlich,Sumit Madan

medRxiv (Cold Spring Harbor Laboratory) (2024)

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Pathway-specific Analysis of the Burden of Rare Variants in Complex Phenotypes

Rana Aldisi,Holger Froehlich,Andreas Mayr,Peter Krawitz,Carlo Maj

EUROPEAN JOURNAL OF HUMAN GENETICS (2024): 769-770

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Dataset of Mirna-Disease Relations Extracted from Textual Data Using Transformer-Based Neural Networks

Sumit Madan,Lisa Kuehnel,Holger Froehlich,Martin Hofmann-Apitius,Juliane Fluck

DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION (2024)

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NFDI4Health Workflow and Service for Synthetic Data Generation, Assessment and Risk Management

Sobhan Moazemi, Tim Adams, Hwei Geok Ng,Lisa Kühnel, Julian Schneider,Anatol-Fiete Näher,Juliane Fluck,Holger Fröhlich

Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiologypp.21-29, (2024)

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Unraveling Progression Subtypes in People with Huntington’s Disease

Tamara Raschka, Zexin Li,Heiko Gaßner,Zacharias Kohl,Jelena Jukic,Franz Marxreiter,Holger Fröhlich

EPMA JOURNALno. 2 (2024): 275-287

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Scientific machine learning for predicting plasma concentrations in anti-cancer therapy

Diego Valderrama,Olga Teplytska, Luca Marie Koltermann,Elena Trunz,Eduard Schmulenson,Achim Fritsch,Ulrich Jaehde,Holger Fröhlich

medrxiv（2024）

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Foresight—generative Pretrained Transformer for the Prediction of Patient Timelines

Martin Hofmann-Apitius,Holger Fröhlich

The Lancet Digital Healthno. 4 (2024): e233-e234

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Transformer Models in Biomedicine

Sumit Madan,Manuel Lentzen,Johannes Brandt,Daniel Rueckert,Martin Hofmann-Apitius,Holger Fröhlich

BMC Medical Informatics Decis Makno. 1 (2024)

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Progression Subtypes in Parkinson’s Disease Identified by a Data-Driven Multi Cohort Analysis

Tom Haehnel,Tamara Raschka,Stefano Sapienza,Jochen Klucken,Enrico Glaab,Jean-Christophe Corvol,Bjoern H. Falkenburger,Holger Froehlich

NPJ PARKINSONS DISEASEno. 1 (2024)

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