International Conference on Machine Learning in Bioinformatics Applications
(ICMLBA-26)

22nd November 2026 || Coimbatore - India || Hybrid Mode

Proudly Organized by INRI

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Conference Session Tracks

The International Conference on Machine Learning in Bioinformatics Applications (ICMLBA), scheduled to be held on 22nd November 2026 in Coimbatore, India, features a diverse range of session tracks covering key research areas, emerging trends and interdisciplinary innovations within the field of Artificial Intelligence,Data Science,Bioinformatics.

Each track offers researchers, academicians, industry professionals and practitioners a platform to present their work, exchange ideas and explore the advancements shaping the future of the domain. Every track is curated to encourage knowledge sharing, collaboration and meaningful discussion.

All Session Tracks
  • Track 01 – Advancements in Machine Learning for Genomic Data Analysis
    This track focuses on the application of machine learning techniques to analyze genomic data, emphasizing novel algorithms and methodologies. Participants will explore case studies that demonstrate the impact of these advancements on genomic research and personalized medicine. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 4 – Quality Education
  • Track 02 – AI-Driven Approaches in Proteomics
    This session will delve into the integration of artificial intelligence in proteomics, showcasing innovative tools for protein identification and quantification. Discussions will highlight the role of AI in enhancing the accuracy and efficiency of proteomic analyses. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 03 – Data Science Techniques in Biomedical Research
    This track will explore the application of data science methodologies in various biomedical research contexts, including disease modeling and patient stratification. Emphasis will be placed on the use of big data analytics to derive actionable insights from complex biological datasets. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 04 – Computational Biology and Systems Biology Integration
    This session aims to bridge the gap between computational biology and systems biology, focusing on the development of integrative models that enhance our understanding of biological systems. Participants will discuss the challenges and opportunities in modeling complex biological interactions. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 4 – Quality Education
  • Track 05 – Predictive Analytics in Drug Discovery
    This track will examine the role of predictive analytics in the drug discovery process, highlighting machine learning applications that improve lead identification and optimization. Case studies will illustrate successful implementations that have accelerated drug development timelines. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 06 – Machine Learning for Protein Structure Prediction
    This session will focus on the latest machine learning techniques employed in predicting protein structures, including deep learning approaches. Participants will discuss the implications of accurate protein structure predictions for drug design and functional genomics. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 07 – Data Mining Techniques in Functional Genomics
    This track will explore data mining techniques applied to functional genomics, emphasizing the extraction of meaningful patterns from high-throughput data. Discussions will include the challenges of data integration and interpretation in functional studies. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 4 – Quality Education
  • Track 08 – Innovations in Bioinformatics Software Development
    This session will highlight recent innovations in bioinformatics software tools and platforms that facilitate data analysis in genomics and proteomics. Participants will share experiences in developing user-friendly interfaces and scalable solutions for large datasets. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 11 – Sustainable Cities and Communities
  • Track 09 – Ethical Considerations in AI and Bioinformatics
    This track will address the ethical implications of applying artificial intelligence in bioinformatics, including data privacy and bias in algorithmic decision-making. Participants will engage in discussions on best practices for responsible AI use in biomedical research. Aligned SDGs: SDG 16 – Peace, Justice and Strong Institutions
  • Track 10 – Integration of Multi-Omics Data Using Machine Learning
    This session will focus on the integration of multi-omics data through machine learning approaches, emphasizing the importance of holistic views in understanding biological systems. Case studies will demonstrate how integrated analyses can lead to novel biological insights. Aligned SDGs: SDG 3 – Good Health and Well-being  |  SDG 9 – Industry, Innovation and Infrastructure
  • Track 11 – Trends in Big Data Analytics for Bioinformatics
    This track will explore current trends in big data analytics specifically tailored for bioinformatics applications, including cloud computing and distributed systems. Participants will discuss the implications of these trends for future research and collaboration in the field. Aligned SDGs: SDG 9 – Industry, Innovation and Infrastructure  |  SDG 17 – Partnerships for the Goals
Alignment with the Sustainable Development Goals
Alongside its academic focus, the conference promotes responsible research, ethical practice and knowledge-driven development. Its session tracks collectively contribute to the following United Nations Sustainable Development Goals.
  • SDG 3 SDG 3
    Good Health and Well-being
  • SDG 4 SDG 4
    Quality Education
  • SDG 9 SDG 9
    Industry, Innovation and Infrastructure
  • SDG 11 SDG 11
    Sustainable Cities and Communities
  • SDG 16 SDG 16
    Peace, Justice and Strong Institutions
  • SDG 17 SDG 17
    Partnerships for the Goals

Need Assistance?

If you need any clarification on the session tracks or support with your submission, please feel free to reach out to us:

Email: [email protected]

Phone: +91 9677007228