Matthias I Gröschel

Biographic Data

ID9068681
NAMEMatthias I Gröschel
GIVEN NAMESMatthias I
FAMILY NAMEGröschel
SIGNATUREGRÖSCHEL M I
AFFILIATIONSHarvard University
ORCID0000-0002-2509-3034
VERIFIEDYes
TOTAL WORKS2
TOTAL CITATIONS0
WORKS AS AUTHOR2
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2023
LATEST PUBLICATION YEAR2024
H-INDEX0

  • Estimation of country-specific tuberculosis resistance antibiograms using pathogen genomics and machine learning

    Open AccessAvika Dixit, Luca Freschi et al.ARTICLEBMJ Global Health2024

    BACKGROUND: ) whole-genome sequencing (WGS) data, to generate expanded country-level resistance prevalence estimates (antibiograms) using in silico resistance prediction. METHODS: WGS data. We used a validated random forest model to predict phenotypic resistance to 12 drugs and bias-corrected for model performance, outbreak sampling and rifampicin resistance oversampling. Validation leveraged a national DR survey conducted in South Africa. RESULT…

  • Rethinking global digital health and AI-for-health innovation challenges

    Open AccessAndrew Farlow, Alexander Hoffmann et al.ARTICLEPLOS Global Public Health2023

    Digital health technologies can help tackle challenges in global public health. Digital and AI-for-Health Challenges, controlled events whose goal is to generate solutions to a given problem in a defined period of time, are one way of catalysing innovation. This article proposes an expanded investment framework for Global Health AI and digitalhealth Innovation that goes beyond traditional factors such as return on investment. Instead, we propose …