Yoni Schirris

DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer

Yoni Schirris, Efstratios Gavves, Iris Nederlof et al. · Medical Image Analysis · 2022 · 133 citations · Full text

Computing, Computer Science, Oncology +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

DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images

Yoni Schirris, Efstratios Gavves, Iris Nederlof et al. · arXiv (Cornell University) · 2021 · 12 citations · Full text

Computing, Computer Science, Oncology +15

Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

Jan Niehues, Gustav Müller‐Franzes, Yoni Schirris et al. · Computers in Biology and Medicine · 2024 · 10 citations · Full text

Computing, Computer Science, Pathology +15

Examining the persuasiveness of text and voice agents: prosody aligned with information structure increases human-likeness, perceived personalisation and brand attitude

Hilde Voorveld, Andreas Panteli, Yoni Schirris et al. · Behaviour and Information Technology · 2024 · 10 citations · Full text

Business, Marketing, Marketing Management +13