Deep learning for computational biology

• Enhancing Semantic Segmentation in High-Resolution TEM Images: A Comparative Study of Batch Normalization and Instance Normalization

  2024 Microscopy and Microanalysis article Computer Science Advanced Neural Network Applications Open access

  10

  citations
• Machine learning in bioprocess development: from promise to practice

  2022 Trends in biotechnology review Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access cited by 1 patent

  166

  citations
• A training strategy for hybrid models to break the curse of dimensionality

  2022 PLoS ONE article Health Professions Artificial Intelligence in Healthcare Open access

  11

  citations
• AutoML Loss Landscapes

  2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Machine Learning and Data Classification cited by 1 patent

  16

  citations
• PyPEF—An Integrated Framework for Data-Driven Protein Engineering

  2021 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization

  39

  citations
• DeepVF: a deep learning-based hybrid framework for identifying virulence factors using the stacking strategy

  2020 Briefings in Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

  90

  citations

6 results