Machine learning in Bioinformatics
Machine learning in Bioinformatics
The use of machine learning techniques to bioinformatics, such as genomics, proteomics, microarrays, systems biology, evolution, and text mining, is known as machine learning in bioinformatics. High-performance computing allows important breakthroughs in bioinformatics.
Prior to the invention of machine learning algorithms, bioinformatics programmes had to be explicitly designed by hand, which was incredibly difficult for tasks like protein structure prediction. Automatic feature learning is enabled by machine learning techniques like as deep learning, which allow the algorithm to learn how to combine various aspects of the input data into a more abstract collection of features from which to conduct additional learning based on the dataset alone. When trained on huge datasets, this multi-layered method allows such computers to generate extremely complicated predictions. Other computational biology approaches, on the other hand, while still capable of dealing with enormous datasets, do not allow the data to be interpreted and evaluated only by the engine. The quantity and amount of available biological datasets have exploded in recent years, allowing bioinformatics researchers to apply machine learning algorithms.
- The role of micro RNA (mi RNA) and small interfering RNA ( si RNA)
- Transcription of gene
Related Conference of Machine learning in Bioinformatics
10th International Congress on Trauma, Critical Care and Emergency Medicine
19th International Conference on Virology, Emerging Diseases & vaccines
7th International Conference on Antimicrobial and Antibacterial Agents
7th International Conference on Clinical Microbiology, Virology and Infectious Diseases
Machine learning in Bioinformatics Conference Speakers
Recommended Sessions
- Bioinformatics
- Cancer Proteome and Biomarkers
- Cardiovascular Proteomics
- Computational Biology
- Epigenomics
- Gene Therapy
- Genomics
- Immunogenetics and Immunology
- Integrating Transcriptomics & Proteomics
- Machine learning in Bioinformatics
- Metabolic Syndrome
- Metabolomics in Precision Medicine
- Pharmacogenomics
- Protein Interactions in Biology
- Protein Sequencing
- Protein Structure
- Proteomics
- Proteomics and its Medicinal Research
- Proteomics in Biomedical Applications
- Quantitative Proteomics
- Structural Genomics
- System Biology
- Urine Metabolomics
Related Journals
Are you interested in
- Agriculture & Forest Microbiology - Microbiology 2024 (Switzerland)
- Agriculture Microbiology - Beneficial Microbes 2024 (Ireland)
- Antimicrobial Agents & Resistance - Microbiology 2024 (Switzerland)
- Applied and Environmental Science - Microbiology 2024 (Switzerland)
- Aquatic & Marine Microbiology - Microbiology 2024 (Switzerland)
- Bacteriology, Bacterial Pathogens & Associated diseases - Microbiology 2024 (Switzerland)
- Beneficial Microbes in the environment - Beneficial Microbes 2024 (Ireland)
- Biological Need of Trauma - TRAUMA 2024 (Netherlands)
- Blunt Trauma - TRAUMA 2024 (Netherlands)
- Cellular Microbiology & Systems Microbiology - Microbiology 2024 (Switzerland)
- Clinical and Neuro Virology - Virology-2024 (Canada)
- Clinical and Public Health Microbiology - Microbiology 2024 (Switzerland)
- Clinical Infections and Vaccines - Microbiology 2024 (Switzerland)
- Corona Virus - Virology-2024 (Canada)
- Critical Care in Trauma - TRAUMA 2024 (Netherlands)
- Delirium in Critical Care - TRAUMA 2024 (Netherlands)
- Ecology and Evolution of Microbe-Host Interactions - Beneficial Microbes 2024 (Ireland)
- Elderly Trauma and Critical Care - TRAUMA 2024 (Netherlands)
- Engineering Beneficial Microbes - Beneficial Microbes 2024 (Ireland)
- Environmental Microbiology (Soil Microbiology & Water Microbiology) - Microbiology 2024 (Switzerland)
- Evolution in Emergency Medicine Practices - TRAUMA 2024 (Netherlands)
- General Virology - Virology-2024 (Canada)
- HIV/AIDS and Sexually Transmitted Infections - Virology-2024 (Canada)
- Immunization and Immunotherapeutics - Virology-2024 (Canada)
- Immunobiotics - Beneficial Microbes 2024 (Ireland)
- Industrial Microbiology, Microbial Biotechnology and Future Bioindustries - Microbiology 2024 (Switzerland)
- Influenza and other Respiratory Diseases - Virology-2024 (Canada)
- Intensive Care in Trauma - TRAUMA 2024 (Netherlands)
- Marine Microbiology - Beneficial Microbes 2024 (Ireland)
- Medical Parasitology - Microbiology 2024 (Switzerland)
- Microbial Cytology, Microbial Physiology & Recombination DNA - Microbiology 2024 (Switzerland)
- Microbial Ecology and Evolution - Microbiology 2024 (Switzerland)
- Microbial Infections - Virology-2024 (Canada)
- Microbiome - Beneficial Microbes 2024 (Ireland)
- Molecular Microbiology - Microbiology 2024 (Switzerland)
- Mycology, Fungal Pathogens and Associated Diseases - Microbiology 2024 (Switzerland)
- New and Endogenous Retroviruses - Virology-2024 (Canada)
- New Technology in Trauma - TRAUMA 2024 (Netherlands)
- Novel Antiviral Therapies - Virology-2024 (Canada)
- Novel Vaccine Delivery Methods - Virology-2024 (Canada)
- Obstetric Trauma - TRAUMA 2024 (Netherlands)
- Paediatric Trauma - TRAUMA 2024 (Netherlands)
- Pathogenic Microbes in Immunology and Microbiology - Beneficial Microbes 2024 (Ireland)
- Pathogenic Microbes in Medicine and Dentistry - Beneficial Microbes 2024 (Ireland)
- Plant Pathology & Microbiology - Microbiology 2024 (Switzerland)
- Probiotics & Prebiotics - Beneficial Microbes 2024 (Ireland)
- Psychological Trauma - TRAUMA 2024 (Netherlands)
- Soil biological management - Beneficial Microbes 2024 (Ireland)
- Structural and Molecular virology - Virology-2024 (Canada)
- Transmission of Viruses - Virology-2024 (Canada)
- Transplant-Associated Viral Infections - Virology-2024 (Canada)
- Trauma & Critical Care Nursing - TRAUMA 2024 (Netherlands)
- Trauma Emergency Medicine - TRAUMA 2024 (Netherlands)
- Trauma in Nursing & Midwifery - TRAUMA 2024 (Netherlands)
- Trauma Therapy - TRAUMA 2024 (Netherlands)
- Trauma-An International Perspective - TRAUMA 2024 (Netherlands)
- Trauma-Mass Casualties Incidents - TRAUMA 2024 (Netherlands)
- Vaccines against Emerging Diseases (Ebola/Zika/Dengue/Chik) - Virology-2024 (Canada)
- Vaccines and the Microbiome - Virology-2024 (Canada)
- Veterinary Microbiology - Microbiology 2024 (Switzerland)
- Veterinary virology - Virology-2024 (Canada)
- Viral Genetics, Evolution and Dynamics - Virology-2024 (Canada)
- Viral Immunology and Immunopathology - Virology-2024 (Canada)
- Viral Oncology - Virology-2024 (Canada)
- Viral Pathogenesis - Virology-2024 (Canada)
- Virology, Viral Pathogens and Associated Diseases - Microbiology 2024 (Switzerland)