Reproducibility standards for machine learning in the life sciences

• The cost of reproducibility in artificial intelligence

  2026 Patterns article Decision Sciences Scientific Computing and Data Management Open access

  0

  citations
• Twelve quick tips for applying deep learning to animal sounds

  2026 PLoS Computational Biology article Computer Science Music and Audio Processing Open access

  0

  citations
• Open and sustainable AI: challenges, opportunities and the road ahead in the life sciences

  2026 Nature Methods article Decision Sciences Scientific Computing and Data Management Open access

  6

  citations
• Proposal NFDI4Chem 2025-2030 In the National Research Data Infrastructure (NFDI) — Our Vision: All Chemists Publish FAIR Data

  2025 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access

  3

  citations
• The use of predictive models to develop chromatography-based purification processes

  2022 Frontiers in Bioengineering and Biotechnology article Biochemistry, Genetics and Molecular Biology Protein purification and stability Open access

  51

  citations
• An online notebook resource for reproducible inference, analysis and publication of gene regulatory networks

  2022 Nature Methods article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access

  13

  citations
• Machine learning for image analysis in the cervical spine: Systematic review of the available models and methods

  2022 Brain and Spine review Engineering Medical Imaging and Analysis Open access

  10

  citations

7 results