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Development and Portability of a Text Mining Algorithm for Capturing Disease Progression in Electronic Health Records of Patients With Stage IV Non–Small Cell Lung Cancer2024 JCO Clinical Cancer Informatics article Computer Science Machine Learning in Healthcare Open access
Marjon V. Verschueren, Hanieh Abedian Kalkhoran, Maarten J. Deenen, Ben E.E.M. van den Borne, J. Zwaveling, Loes E. Visser, +3 more
2citations -
Development and validation of a supervised deep learning algorithm for automated whole‐slide programmed death‐ligand 1 tumour proportion score assessment in non‐small cell lung cancer
Liesbeth M. Hondelink, Melek Hüyük, Pieter E. Postmus, Vincent T.H.B.M. Smit, Sami Blom, Jan H. von der Thüsen, +1 more
49citations -
Next-generation lung cancer pathology: Development and validation of diagnostic and prognostic algorithms2024 Cell Reports Medicine article Computer Science AI in cancer detection Open access cited by 1 patent
Carina Kludt, Yuan Wang, Andrey Bychkov, Junya Fukuoka, Nadine Therese Gaisa, Mark Kühnel, +13 more
29citations -
ALK and ERBB2 Protein Inhibition is Involved in the Prevention of Lung Cancer Development by Vincamine2023 Anti-Cancer Agents in Medicinal Chemistry article Computer Science Computational Drug Discovery Methods
Aarti Verma, Poonam Yadav, Sonu Rajput, Saloni Verma, Sahil Arora, Raj Kumar, +3 more
5citations -
Drug combination prediction for cancer treatment using disease-specific drug response profiles and single-cell transcriptional signatures2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Daniel Osorio, Parastoo Shahrouzi, Xavier Tekpli, Vessela Nedelcheva Kristensen, Marieke L. Kuijjer
4citations -
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more
8citations -
Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs2023 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou, AIdo Guzman-Saenz, ToIga Birdal, Michael T. Schaub
4citations -
Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs2023 Research Explorer (The University of Manchester) conference-paper Computer Science Topological and Geometric Data Analysis Open access
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou, Aldo Guzmán-Sáenz, Tolga Birdal, Michael T. Schaub
0citations -
Visual cohort comparison for spatial single-cell omics-data2020 IEEE Transactions on Visualization and Computer Graphics article Computer Science Data Visualization and Analytics Open access
Antonios Somarakis, Marieke E. Ijsselsteijn, Sietse J. Luk, Boyd Kenkhuis, Noel F.C.C. de Miranda, Boudewijn P. F. Lelieveldt, +1 more
20citations -
Automated detection and segmentation of non-small cell lung cancer computed tomography images2022 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
146citations -
Predicting patient response with models trained on cell lines and patient-derived xenografts by nonlinear transfer learning2021 Proceedings of the National Academy of Sciences article Computer Science Computational Drug Discovery Methods Open access
Soufiane M. C. Mourragui, Marco Loog, Daniël J. Vis, Kat S Moore, Anna G. Manjón, Mark A. van de Wiel, +2 more
42citations -
Deep Learning Predicts Survival Across Squamous Tumor Entities From H&E Stains: Insights from Head and Neck, Esophagus, Lung and Cervical Cancer2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Verena Bitto, Xiaofeng Jiang, Michael A. Baumann, Jakob Nikolas Kather, Ina Kurth
1citations