Statistics versus machine learning

• Applications of machine learning and deep learning in musculoskeletal medicine: a narrative review

  2025 European journal of medical research review Medicine Artificial Intelligence in Healthcare and Education Open access

  7

  citations
• Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?

  2025 Applied Stochastic Models in Business and Industry article Mathematics Statistical Methods and Applications Open access

  7

  citations
• Machine learning reveals sex differences in distinguishing between conduct-disordered and neurotypical youth based on emotion processing dysfunction

  2025 BMC Psychiatry article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access

  2

  citations
• A review of information sources and analysis methods for data driven decision aids in child and adolescent mental health services

  2024 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access

  2

  citations
• ESMO Guidance for Reporting Oncology real-World evidence (GROW)

  2023 ESMO Real World Data and Digital Oncology article Decision Sciences Meta-analysis and systematic reviews Open access

  29

  citations
• ESMO Guidance for Reporting Oncology real-World evidence (GROW)

  2023 Annals of Oncology article Decision Sciences Meta-analysis and systematic reviews Open access

  233

  citations
• Opportunities and challenges for sample preparation and enrichment in mass spectrometry for single‐cell metabolomics

  2023 Electrophoresis article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

  13

  citations
• Digital twins for electro-physical, chemical, and photonic processes

  2023 CIRP Annals article Engineering Digital Transformation in Industry Open access

  45

  citations
• A survey on information requirements analysis for failure management and analysis in production

  2023 Procedia CIRP article Business, Management and Accounting Management and Optimization Techniques Open access

  7

  citations
• Artificial intelligence for precision medicine in autoimmune liver disease

  2022 Frontiers in Immunology article Medicine Liver Diseases and Immunity Open access

  31

  citations
• Effect of microstructural heterogeneity on fatigue strength predicted by reinforcement machine learning

  2022 Fatigue & Fracture of Engineering Materials & Structures article Engineering Fatigue and fracture mechanics Open access

  22

  citations
• Derivation of Constituent Problem Characteristics for the Application of Machine Learning Systems

  2021 International Conference on Information and Computer Technologies (ICICT) conference-paper Computer Science Artificial Intelligence Applications

  0

  citations
• Multi-scale image analysis and prediction of visual field defects after selective amygdalohippocampectomy

  2021 Scientific Reports article Medicine Epilepsy research and treatment Open access

  9

  citations
• Prediction, Not Association, Paves the Road to Precision Medicine

  2020 JAMA Psychiatry article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology

  123

  citations
• Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists

  2020 NeuroImage article Mathematics Statistical Methods and Applications Open access

  273

  citations

15 results