Concepedia

Marco Gustav

MG

Statistics

Publications

4

Citations

68

H-Index

4

Active since

2023

Affiliations

University Hospital Heidelberg(Current)

Heidelberg University

University Hospital Carl Gustav Carus

University of Leeds

National Center for Tumor Diseases

Marco Gustav is an author at University Hospital Heidelberg specializing in pathology, oncology, and tumor classification.

ORCID

Publications per year

2023–2025

4

Publications

4

Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology

Marco Gustav, Nic G. Reitsam, Zunamys I. Carrero et al. · npj Precision Oncology · 2024 · 28 citations · Full text

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Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types

Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti et al. · BMC Biology · 2024 · 16 citations · Full text

, , +16

Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study

Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti et al. · medRxiv · 2023 · 13 citations · Full text

, , +17

Application of artificial intelligence and digital tools in cancer pathology

Lawrence Shaktah, Zunamys I. Carrero, Katherine Hewitt et al. · The Lancet Digital Health · 2025 · 11 citations · Full text

, , +17

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