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Papers matching “network instability” 13

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Trained deep neural networks for MSI/dMMR detection in colorectal cancer histology
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather, Narmin Ghaffari Laleh

0

citations
Trained deep neural networks for MSI/dMMR detection in colorectal cancer histology
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather, Narmin Ghaffari Laleh

0

citations
Deep Learning-Based Prediction of Biomarkers from Colorectal Cancer Pathology Slides
2025 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Jan Niehues

0

citations
Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study
2023 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Sophia J. Wagner, Daniel Reisenbüchler, Nicholas Paul West, Jan Niehues, Gregory Patrick Veldhuizen, Philip Quirke, +24 more

6

citations
Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study
2023 Cancer Cell article Computer Science AI in cancer detection Open access cited by 3 patents

Sophia J. Wagner, Daniel Reisenbüchler, Nicholas Paul West, Jiefu Zhu, Sebastian Foersch, Gregory Patrick Veldhuizen, +59 more

277

citations
Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review
2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent

Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more

102

citations
Weakly supervised annotation‐free cancer detection and prediction of genotype in routine histopathology
2021 The Journal of Pathology article Computer Science AI in cancer detection Open access

Peter L. Schrammen, Narmin Ghaffari Laleh, Amelie Echle, Daniel Truhn, Volkmar Schulz, Titus Josef Brinker, +13 more

82

citations
Numerical simulation of miscible multiphase flow and fluid–fluid interaction in deformable porous media
2023 PAMM article Computer Science Advanced Mathematical Modeling in Engineering Open access

Yousef Heider, Bernd A. Markert

9

citations
Deep learning detects genetic alterations in cancer histology generated by adversarial networks
2021 The Journal of Pathology article Computer Science AI in cancer detection Open access

Jeremias Krause, Heike Irmgard Grabsch, Matthias Kloor, Michael Adrian Jendrusch, Amelie Echle, Roman David Buelow, +10 more

85

citations
Evaluation of an automated workflow for TSN-based bounded-latency communication in ISO IEEE 11073 SDC-based medical networks
2026 International Journal of Computer Assisted Radiology and Surgery article Computer Science Network Time Synchronization Technologies Open access

Maja Dohms, Noah Wickel, Klaus Radermacher, Armin Janß

0

citations
The impact of dimensionality on the stability of node embeddings
2026 Applied Network Science article Computer Science Advanced Graph Neural Networks Open access

Tobias Schumacher, Simon Reichelt, Markus Strohmaier

0

citations
$μ$PC: Scaling Predictive Coding to 100+ Layer Networks
2025 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Francesco Innocenti, El Mehdi Achour, Christopher L. Buckley

0

citations
Pruning Federated Models Through Loss Landscape Analysis and Client Agreement Scoring
2026 IEEE Internet of Things Journal article Computer Science Privacy-Preserving Technologies in Data Open access

Christian Internò, Elena Raponi, Markus Olhofer, Thomas Bäck, Yaochu Jin, Barbara Hammer

2

citations

13 results