A few useful things to know about machine learning

• Development of industrial Artificial-Intelligence systems in production environments: A Delphi study on benefits, issues, risks, and mitigation strategies

  2026 Journal of Systems and Software article Decision Sciences Impact of AI and Big Data on Business and Society Open access

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• Enhancing decision-making in glioblastoma surgery through an explainable human-AI collaboration: an international multicenter model development and external validation study

  2025 npj Precision Oncology article Medicine Glioma Diagnosis and Treatment Open access

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  citations
• Pitfalls in using ML to predict cognitive function performance

  2025 Scientific Reports article Health Professions Artificial Intelligence in Healthcare Open access

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• Pitfalls in using ML to predict cognitive function performance

  2024 Research Square preprint Health Professions Artificial Intelligence in Healthcare Open access

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• Galaxy merger challenge: A comparison study between machine learning-based detection methods

  2024 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

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• Galaxy merger challenge: A comparison study between machine learning-based detection methods

  2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  20

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• Time Series Prediction for Anomalies Detection in Concentrating Solar Power Plants Using Long Short-Term Memory Networks

  2024 Communications in computer and information science conference-paper Engineering Fault Detection and Control Systems

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• Neural network input feature selection using structured l2 − norm penalization

  2022 Applied Intelligence article Computer Science Neural Networks and Applications Open access

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• Forecasting future bigrams and promising patents: introducing text-based link prediction

  2022 foresight article Business, Management and Accounting Intellectual Property and Patents

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• Perspectives on data-driven models and its potentials in metal forming and blanking technologies

  2022 Production Engineering article Engineering Metal Forming Simulation Techniques Open access

  63

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• Influence of the Computer-Aided Decision Support System Design on Ultrasound-Based Breast Cancer Classification

  2022 Cancers article Computer Science AI in cancer detection Open access

  26

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• Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II—Generalization and Overfitting

  2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

  182

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• Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I—Introduction and General Principles

  2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare

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13 results