Concepedia
Statistics
Publications
13
Citations
734
H-Index
11
Active since
2022
Affiliations
University of Leeds(Current)
University Hospital Heidelberg
National Center for Tumor Diseases
Heidelberg University
RWTH Aachen University
Gregory Patrick Veldhuizen is an author at University of Leeds specializing in tumor classification, oncology, and deep learning.
Publications per year
2022–2024
Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study
Sophia J. Wagner, Daniel Reisenbüchler, Nicholas P. West et al. · Cancer Cell · 2023 · 247 citations · Full text
Computing, Computer Science, Oncology +17
Adversarial attacks and adversarial robustness in computational pathology
Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen et al. · Nature Communications · 2022 · 110 citations · Full text
Computing, Computer Science, Pathology +15
Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study
Jan Niehues, Philip Quirke, Nicholas P. West et al. · Cell Reports Medicine · 2023 · 96 citations · Full text
Medicine, Oncology, Pathology +17
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology
Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues et al. · npj Precision Oncology · 2023 · 82 citations · Full text
Medicine, Oncology, Pathology +15
Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning
Oliver Lester Saldanha, Hannah Sophie Muti, Heike I. Grabsch et al. · Gastric Cancer · 2022 · 41 citations · Full text
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