Machine learning applications in cancer prognosis and prediction

• ExeKGLib: A Platform for Machine Learning Analytics Based on Knowledge Graphs

  2025 Lecture notes in computer science conference-paper Decision Sciences Scientific Computing and Data Management Open access

  0

  citations
• A High Content Imaging and Machine Learning Approach to Identify the Anti-Cancer Effect of Novel Small Molecules on Brain Cancer Patient-Derived Organoids

  2025 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  0

  citations
• Machine Learning versus Cox Models for Predicting Overall Survival in Patients with Osteosarcoma: A Retrospective Analysis of the EURAMOS-1 Clinical Trial Data

  2024 Cancers article Medicine Sarcoma Diagnosis and Treatment Open access

  8

  citations
• Explainable AI for Bioinformatics: Methods, Tools and Applications

  2023 Briefings in Bioinformatics article Computer Science Explainable Artificial Intelligence (XAI) Open access

  199

  citations
• Statistical models versus machine learning for competing risks: development and validation of prognostic models

  2023 BMC Medical Research Methodology article Mathematics Statistical Methods and Inference Open access

  28

  citations
• Mortality Prediction in Severe Traumatic Brain Injury Using Traditional and Machine Learning Algorithms

  2023 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

  33

  citations
• ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics

  2023 Lecture notes in computer science conference-paper Decision Sciences Scientific Computing and Data Management

  5

  citations
• Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal

  2022 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access

  18

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

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

  7

  citations
• Prediction models with survival data: a comparison between machine learning and the Cox proportional hazards model

  2022 medRxiv preprint Mathematics Statistical Methods and Inference Open access

  8

  citations
• Towards Privacy-Preserving Classification-as-a-Service for DGA Detection

  2021 International Conference on Privacy, Security and Trust (PST) conference-paper Computer Science Privacy-Preserving Technologies in Data

  6

  citations
• Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved

  2021 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access

  110

  citations
• The promise of machine learning in predicting treatment outcomes in psychiatry

  2021 World Psychiatry article Computer Science Machine Learning in Healthcare Open access

  524

  citations

13 results