Here’s a comprehensive list of AI tools and software used in Biotechnology Engineering, covering areas like drug discovery, genomics, bioinformatics, medical imaging, and synthetic biology.
1. Drug Discovery & Development AI Tools
These AI tools assist in drug design, target identification, and clinical trials.
🔹 AlphaFold (DeepMind) – Protein structure prediction
🔹 DeepChem – Open-source toolkit for deep learning in chemistry
🔹 IBM Watson for Drug Discovery – AI-powered drug development
🔹 Insilico Medicine – AI for generative chemistry and drug discovery
🔹 Atomwise – AI-driven molecular screening
🔹 BioSymetrics – AI-powered biological insights for drug discovery
🔹 Cyclica – AI-based polypharmacology modeling
🔹 Schrödinger – Molecular simulation and drug discovery
🔹 BenchSci – AI for biomedical literature review in drug discovery
🔹 Recursion Pharmaceuticals – AI-driven drug discovery
🔹 Absci – AI-powered generative biology for protein design
2. AI in Genomics & Bioinformatics
These tools analyze DNA sequencing, gene expression, and protein structures.
🔹 Google DeepVariant – AI-powered DNA variant calling
🔹 GATK (Genome Analysis Toolkit) – Variant discovery and genotyping
🔹 EpiPredict – AI-based epigenetic data analysis
🔹 Rosalind – AI-powered bioinformatics platform
🔹 Illumina DRAGEN – AI-based genome sequencing acceleration
🔹 FALCON (Pacific Biosciences) – AI for genome assembly
🔹 BioBERT – AI-powered text mining in genomics research
🔹 Deep Genomics – AI-driven genetic medicine development
🔹 VariantSpark – AI-driven genomic data analysis
🔹 SNPnexus – AI-based genomic variation annotation
3. AI for Bioinformatics & Computational Biology
These AI-powered platforms analyze complex biological data.
🔹 Biopython – Open-source computational biology toolkit
🔹 ROSETTA – AI-powered protein modeling and prediction
🔹 PathwayTools – AI for metabolic pathway analysis
🔹 DeepMind AlphaFold – AI-driven protein structure prediction
🔹 Seq2Fun – AI for functional annotation of sequencing data
🔹 DeepSEA – AI for predicting non-coding genetic variants
🔹 BioGPT – AI-driven biomedical text generation
🔹 NGLview – AI-enhanced visualization of molecular structures
🔹 AutoDock Vina – AI-driven molecular docking
🔹 DeepBind – AI for protein-DNA interactions
4. AI in Medical Imaging & Diagnostics
These AI tools improve medical imaging, disease detection, and diagnosis.
🔹 PathAI – AI-powered pathology image analysis
🔹 Qure.ai – AI for radiology and medical imaging
🔹 Aidoc – AI-driven radiology workflow optimization
🔹 Lunit – AI for early cancer detection in medical images
🔹 Paige.AI – AI-based pathology diagnostics
🔹 Zebra Medical Vision – AI-powered medical imaging analytics
🔹 Viz.ai – AI-assisted stroke detection in radiology
🔹 Butterfly Network – AI-enhanced ultrasound diagnostics
🔹 Arterys – AI-powered MRI and CT scan interpretation
🔹 DeepMind Health – AI for detecting diseases from retinal scans
5. AI in Synthetic Biology & Biomanufacturing
These tools help in designing and optimizing biological systems for industrial applications.
🔹 SynBioCAD – AI-powered synthetic biology design
🔹 CRISPR-ML – AI-driven CRISPR gene-editing analysis
🔹 Synthetic Biology Workbench – AI-driven DNA design
🔹 Asimov – AI-powered synthetic biology platform
🔹 Ginkgo Bioworks – AI for microbial strain engineering
🔹 Teselagen – AI-powered DNA assembly and biomanufacturing
🔹 Arzeda – AI-driven enzyme and protein design
🔹 BenevolentAI – AI for designing synthetic molecules
🔹 Biosero – AI-driven lab automation for synthetic biology
🔹 DataRobot BioAI – AI-powered biomanufacturing analytics
6. AI in Personalized Medicine & Precision Healthcare
These AI-powered platforms enable personalized treatment recommendations.
🔹 IBM Watson for Oncology – AI-powered cancer treatment suggestions
🔹 Tempus – AI-driven precision medicine platform
🔹 SOPHiA GENETICS – AI for personalized medicine and genomics
🔹 NantHealth – AI-driven precision medicine insights
🔹 Freenome – AI for early-stage cancer detection using blood tests
🔹 BioXcel Therapeutics – AI-powered personalized drug repurposing
🔹 H2O.ai – AI for patient risk prediction and healthcare analytics
🔹 Owkin – AI-powered biomedical research collaboration
🔹 Healx – AI-driven drug repurposing for rare diseases
🔹 CureMetrix – AI for personalized breast cancer detection
7. AI for Agricultural Biotechnology & Food Science
These tools support biotech applications in agriculture, crop science, and food production.
🔹 Taranis – AI-driven precision agriculture
🔹 Plantix – AI-powered crop disease detection
🔹 BASF Xarvio – AI-powered digital farming platform
🔹 Corteva Agriscience AI Tools – AI-driven genomic selection for crops
🔹 Brightseed – AI-powered discovery of plant-based nutrients
🔹 Biome Makers – AI-driven soil microbiome analysis
🔹 Indigo Ag – AI for optimizing plant microbiomes
🔹 Blue River Technology – AI-powered smart agriculture robotics
🔹 AgriTask – AI-driven precision farming analytics
🔹 Trace Genomics – AI-powered agricultural genomics insights
8. AI in Biomedical NLP & Literature Mining
These AI tools process biomedical research papers and extract relevant information.
🔹 PubMedBERT – AI for biomedical NLP research
🔹 CORD-19 Dataset & AI Tools – AI-powered COVID-19 research dataset
🔹 AllenNLP SciBERT – AI for scientific literature analysis
🔹 Elicit AI – AI-powered research assistant for biomedicine
🔹 Semantic Scholar AI – AI-driven literature mining for life sciences
🔹 GeneBERT – AI-powered genomic text processing
🔹 BioSyn – AI-based synonym discovery for biomedical terms
🔹 AI2SciComm – AI for summarizing scientific articles
🔹 NCBI BioNLP – AI-driven biomedical text processing tools
🔹 AsterixDB Biomedical Text Analytics – AI for large-scale literature mining
Final Thoughts
AI is revolutionizing Biotechnology Engineering, enabling breakthroughs in drug discovery, genomics, medical imaging, and synthetic biology. The tools listed above are at the forefront of biotech innovation, making scientific research, healthcare, and biomanufacturing faster, more efficient, and more precise.
Would you like a deep dive into a specific category, or assistance with integrating some of these AI tools into your work? 🚀
Are you looking for a team? Post your project here: https://workcroft.com/
Are you looking for projects? Find projects here: https://workcroft.com/
