Deep learning-based classification of mesothelioma improves prediction of patient outcome

• Update on Pleural Epithelioid Mesothelioma: New Insights for Diagnosis and Patient Management

  2026 Journal of Thoracic Oncology article Medicine Occupational and environmental lung diseases

  1

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• Künstliche Intelligenz im Krebsscreening

  2025 Die Onkologie article Computer Science AI in cancer detection

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• Prediction of recurrence risk in endometrial cancer with multimodal deep learning

  2024 Nature Medicine article Computer Science AI in cancer detection Open access

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• Automated curation of large‐scale cancer histopathology image datasets using deep learning

  2024 Histopathology article Computer Science AI in cancer detection Open access

  11

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• Regression-based Deep-Learning predicts molecular biomarkers from pathology slides

  2024 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent

  106

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• HECTOR: multimodal deep learning predicts recurrence risk in endometrial cancer

  2023 medRxiv preprint Computer Science AI in cancer detection Open access

  0

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• MesoGraph: Automatic profiling of mesothelioma subtypes from histological images

  2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

  20

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• Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data

  2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access

  8

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• Adversarial attacks and adversarial robustness in computational pathology

  2022 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access

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• Artificial intelligence in histopathology: enhancing cancer research and clinical oncology

  2022 Nature Cancer article Computer Science AI in cancer detection cited by 1 patent

  454

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• The evolving role of morphology in endometrial cancer diagnostics: From histopathology and molecular testing towards integrative data analysis by deep learning

  2022 Frontiers in Oncology article Medicine Endometrial and Cervical Cancer Treatments Open access

  20

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• Artificial intelligence to identify genetic alterations in conventional histopathology

  2022 The Journal of Pathology article Computer Science AI in cancer detection Open access

  131

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• Adversarial attacks and adversarial robustness in computational pathology

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Adversarial Robustness in Machine Learning Open access

  14

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• 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

  320

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• Machine learning in medicine: Medical droids, tricorders, and a computer named Hal 9000

  2021 Néphrologie & Thérapeutique article Computer Science AI in cancer detection

  3

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• The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  25

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• Artificial intelligence-based pathology for gastrointestinal and hepatobiliary cancers

  2020 Gut article Computer Science AI in cancer detection

  101

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• 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

  697

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18 results