Research Articles
A Practical Guide to Benchmarking Computational Biology Tools: From Foundational Principles to Clinical Impact
This article provides a comprehensive guide for researchers and drug development professionals on the rigorous benchmarking of computational biology tools.
A Comprehensive Guide to Computational Model Validation: From Foundational Principles to Advanced Applications in Biomedical Research
This article provides a comprehensive framework for validating computational models, tailored for researchers, scientists, and drug development professionals.
Computational Biology Careers in 2025: A Guide for Researchers and Drug Developers
This article provides a comprehensive guide for researchers, scientists, and drug development professionals navigating careers in computational biology.
Computational Biology: The Essential Guide to Methods, Applications, and Future Directions
This article provides a comprehensive overview of computational biology, an interdisciplinary field that uses computational techniques to understand biological systems.
Evaluating Foundation Models in Bioinformatics: A Comprehensive Guide to Methods, Applications, and Benchmarking
Foundation models are revolutionizing bioinformatics by providing powerful, adaptable tools for analyzing complex biological data.
From Data to Cures: The Evolution of Computational Biology in Modern Drug Discovery
This article traces the transformative journey of computational biology from a niche discipline to a cornerstone of biomedical research.
Solving Genome Assembly Challenges: From T2T Breakthroughs to Clinical Applications
This article provides a comprehensive overview of the current state and future trajectory of genome assembly, a critical technology for biomedical research and drug development.
Machine Learning vs Statistical Models in Drug Discovery: A Practical Guide for Researchers
This article provides a comprehensive comparison of machine learning (ML) and traditional statistical models, specifically tailored for researchers and professionals in drug development.
Comparative Analysis of Homology Modeling Tools: A Guide for Researchers and Drug Developers
This article provides a comprehensive comparison of homology modeling tools, a critical computational technique for predicting protein three-dimensional structures.
Establishing Computational Model Credibility: Standards, Applications, and Best Practices for Biomedical Research
This article provides a comprehensive guide to the standards and practices for establishing credibility in computational models, with a specific focus on applications in drug development and medical device innovation.