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arashbagherabadi committed Aug 18, 2024
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7 changes: 0 additions & 7 deletions Roadmap Bionfo/Home.md
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## Summary
While the fields of **Biomedical Engineering** share some computational tools and biological concepts with **Bioinformatics** and **Computational Biology**, their core focuses are different. Biomedical Engineering and Biotechnology emphasize the design, creation, and optimization of physical devices, materials, and systems that interact with biological organisms. In contrast, bioinformatics is dedicated to the analysis of biological data, such as DNA sequences, protein structures, and gene expression patterns. However, in areas like **Genetic Engineering** and **CRISPR**, bioinformatics is deeply integrated, supporting the computational aspects necessary for these advanced biotechnological applications.








_Thanks to [Pedram](https://github.com/PedramKhalaj) for his help in comparing Biomedical Engineering and Bioinformatics._
40 changes: 24 additions & 16 deletions Roadmap Bionfo/Wiki.md
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Home
├── Prerequisites
│ ├── Biology Fundamentals
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│ │ ├── Data Management in Bioinformatics
│ │ ├── Ethical Considerations in Bioinformatics
│ ├── Interdisciplinary Knowledge
├── Introduction to Systems Biology
├── Evolutionary Biology
├── Introduction to Systems Biology
├── Evolutionary Biology
│ ├── Project Management and Communication Skills
├── Collaboration with Multidisciplinary Teams
├── Effective Communication of Scientific Research
├── Collaboration with Multidisciplinary Teams
├── Effective Communication of Scientific Research
│ ├── Case Studies and Practical Applications
├── Real-World Applications of Bioinformatics
├── Case Studies in Genomics, Proteomics, etc.
├── Hands-On Projects with Public Datasets (NCBI, EMBL, TCGA)
├── Recommended Platforms and Software (Galaxy, Cytoscape)
├── Real-World Applications of Bioinformatics
├── Case Studies in Genomics, Proteomics, etc.
├── Hands-On Projects with Public Datasets (NCBI, EMBL, TCGA)
├── Recommended Platforms and Software (Galaxy, Cytoscape)
│ ├── Emerging Technologies
├── CRISPR and Gene Editing
├── Quantum Computing in Bioinformatics
├── CRISPR and Gene Editing
├── Quantum Computing in Bioinformatics
│ ├── Ethical and Societal Impact
├── Data Privacy in Bioinformatics
├── Bioterrorism and Biosecurity
├── Impact on Healthcare Systems
├── Data Privacy in Bioinformatics
├── Bioterrorism and Biosecurity
├── Impact on Healthcare Systems
├── Main Sections
│ ├── Omics Data Analysis and Interpretation
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│ │ ├── Single-Cell Omics
│ │ ├── Functional Genomics
│ │ ├── Network and Pathway Analysis
│ │ ├── Machine Learning and AI in Multi-Omics Data Analysis
│ ├── Modeling and Simulation
│ │ ├── Molecular Modeling and Dynamics
│ │ ├── Systems Biology
│ │ ├── Computational Ecology and Evolution
│ │ ├── Evolutionary Biology and Phylogenetics
│ │ ├── Computational Pharmacology and Drug Design
│ │ ├── Machine Learning and AI in Structural Biology
│ │ ├── Mathematical Modeling of Biological Systems
│ ├── Integrated Platforms, Tools, and Technologies
│ │ ├── SaaS Platforms for Bioinformatics
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│ │ ├── Big Data in Bioinformatics
├── Specialized Topics
│ ├── Machine Learning and AI in Multi-Omics Data Analysis & Structural Biology
│ │ ├── Introduction to Machine Learning
│ │ ├── Introduction to AI
│ │ ├── Applications of Machine Learning in Bioinformatics
│ │ ├── Deep Learning in Genomics
│ │ ├── AI for Drug Discovery
│ │ ├── Tools and Frameworks (TensorFlow, PyTorch, etc.)
│ │ ├── Case Studies in Machine Learning and AI
│ │ ├── Ethical Considerations in AI
│ ├── Clinical Bioinformatics
│ ├── Agricultural Bioinformatics
│ ├── Environmental Bioinformatics
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