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Papers matching “validation” 975

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Scalable Sensor Models and Simulation Methods for Seamless Transitions Within System Development: From First Digital Prototype to Final Real System
2020 IEEE Systems Journal article Computer Science Modeling and Simulation Systems

Jörn Thieling, Jurgen Rosmann

9

citations
Addressing Missingness in Predictive Models That Use Electronic Health Record Data
2025 Annals of Internal Medicine article Computer Science Machine Learning in Healthcare Open access

Shanshan Lin, Rolf H. H. Groenwold, Hemalkumar B. Mehta, Ji Soo Kim, Jodi B Segal

7

citations
A highly scalable deep learning language model for common risks prediction among psychiatric inpatients
2025 BMC Medicine article Computer Science Machine Learning in Healthcare Open access

Enzhao Zhu, Jiayi Wang, Chunbo Li, Fazhan Chen, Kang Ju, Liangliang Chen, +12 more

7

citations
Evaluating mobile robot navigation behavior in flexible assembly systems through digital twin and real-world experiments
2025 Discover Robotics article Computer Science Reinforcement Learning in Robotics Open access

Lukas Bergs, Meike Huber, Alexander Moriz, Amon Göppert, Robert Heinrich Schmitt, Frodo Kin Sun Chan, +3 more

2

citations
Development of a quantitative multiparametric ultrasound and deep learning classifier for the detection of prostate cancer
2026 European Radiology article Computer Science AI in cancer detection Open access

Florian Delberghe, Xueting Li, Daniel L. van den Kroonenberg, Simona Turco, Wim Zwart, Giuseppe Valvano, +5 more

1

citations
Building Capacity for FAIR and Open Science: Insights from the World Café sessions at the OSCARS 1st AGM
2025 mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) article Computer Science Research Data Management Practices Open access

Romain David, Carles Bó, Jonathan J. Ewbank, Carole Goble, G. Guerrieri, Fatiha Idmhand, +5 more

0

citations
Enabling DCIS subtyping: leveraging foundation models for robust grading and molecular biomarker scoring
2026 npj Breast Cancer article Computer Science AI in cancer detection Open access

S. Doyle, M. A. Oerlemans, J. Brunekreef, Eric Marcus, L. Mulder, Y. Liu, +31 more

0

citations
Validating Prefix Maps in LinkML Schemas
2026 other Computer Science Semantic Web and Ontologies Open access

Charles Tapley Hoyt

0

citations
Parallel sense-annotated corpus ELEXIS-WSD 2.0
2026 OLAC - Open Language Archives Community article Computer Science Natural Language Processing Techniques Open access

Jaka Čibej, Simon Krek, Carole Tiberius, Federico Martelli, Roberto Navigli, Jelena Kallas, +58 more

0

citations
Validating Prefix Maps in LinkML Schemas
2026 other Computer Science Semantic Web and Ontologies Open access

Charles Tapley Hoyt

0

citations
UMB: A Unified Markov Binary Format for Probabilistic Model Checking (extended version)
2026 arXiv (Cornell University) preprint Computer Science Formal Methods in Verification Open access

Roman Andriushchenko, Arnd Hartmanns, Joshua Jeppson, Sebastian Junges, Tobias Meggendorfer, David Parker, +2 more

0

citations
Liveness Proofs for Hardware Model Checking
2026 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access

Nils Froleyks, Emily Yu, Bart Bogaerts, Armin Biere, Keijo Heljanko

0

citations
Promise and pragmatism of AI in global-scale digital pathology: pan-cancer approaches for clinical practice
2026 Journal of Clinical Pathology article Computer Science AI in cancer detection Open access

Sarah E. Coupland, Arvind Rao, Danny Jonigk, Roman David Bülow, Runjan Chetty, Swapnil Ulhas Rane, +2 more

0

citations
Deep learning in cancer pathology: a new generation of clinical biomarkers
2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents

Amelie Echle, Niklas Rindtorff, Titus Josef Brinker, Tom Luedde, Alexander T. Pearson, Jakob Nikolas Kather

697

citations
The promise of machine learning in predicting treatment outcomes in psychiatry
2021 World Psychiatry article Computer Science Machine Learning in Healthcare Open access

Adam Mourad Chekroud, Julia Bondar, Jaime Delgadillo, Gavin J. Doherty, Akash R. Wasil, Marjolein Fokkema, +6 more

524

citations
The impact of site-specific digital histology signatures on deep learning model accuracy and bias
2021 Nature Communications article Computer Science AI in cancer detection Open access

Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more

320

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
Automated detection and segmentation of non-small cell lung cancer computed tomography images
2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access

Sergey P. Primakov, Abdalla Ibrahim, Janita E. van Timmeren, Guangyao Wu, Simon Keek, Manon P. L. Beuque, +16 more

146

citations
Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study
2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

Jan Niehues, Philip Quirke, Nicholas Paul West, Heike Irmgard Grabsch, Marko van Treeck, Yoni Schirris, +13 more

100

citations
Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review
2024 npj Imaging article Computer Science AI in cancer detection Open access

Jan-Philipp Redlich, Friedrich Feuerhake, Joachim Weis, Nadine S. Schaadt, Sarah Teuber‐Hanselmann, Christoph Buck, +6 more

41

citations
Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC
2022 Insights into Imaging article Computer Science Medical Image Segmentation Techniques Open access

Nandita M. deSouza, Aad van der Lugt, Christophe M. Deroose, Ángel Alberich‐Bayarri, Luc M. Bidaut, Laure S Fournier, +23 more

38

citations
Trust and Relationship Development Among Users in Dark Web Child Sexual Exploitation and Abuse Networks: A Literature Review From a Psychological and Criminological Perspective
2021 Trauma Violence & Abuse article Computer Science Cybercrime and Law Enforcement Studies Open access

Juliane A. Kloess, Madeleine van der Bruggen

29

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2025 Patterns article Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Cinà

20

citations
Benchmarking artificial intelligence methods for end-to-end computational pathology
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Oliver Lester Saldanha, Faisal Mahmood, +17 more

15

citations
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering
2022 Journal of Classification article Computer Science Advanced Clustering Algorithms Research Open access

Julian Rossbroich, Jeffrey Durieux, Tom F. Wilderjans

15

citations