There are many tech startup’s but the one that is bringing all the knowledge and work into one umbrella is Knowledge.ai Check them out.
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- AI | Biology | Pharmaceutical
New Molecule generation
There are many tools for generating new molecules needed for new drugs. Some are open source and other’s are made by companies as paid subscriptions or paid collaborations. These AI tools help in docking of a new chemical entity to the protein of interest, or they can also help in designing the chemical compound, DNA/RNA…
DeepSpot
Kalin Klonchev – the winner of a competition for AI based data analysis from Broad in 2024 had also created a tool called DeepSpot. Worth looking at for spot analysis of H&E sections by converting a full H&E slide pictures to “spots” which are analyzed. Some good links: DeepSpot paper: https://www.medrxiv.org/content/10.1101/2025.02.09.25321567v1 DeepSpot GitHub repository: https://github.com/ratschlab/DeepSpot…
AI design for polymers
Bayreuth GmbH: Thermoset formulations are made by trial and error and by SME. Sometimes made by Design of experiments and in future by ML. Bayesian optimization: Eg: Bio based formulations – such as epoxy amine reactions by trying to determine the glass transition temperature. Also – machine learning to develop flame retardant formulations. Then it…
LoRa in AI image generators
This stands for Low Rank adaptation. In AI terms, this is a small add-on to the model that makes it do specific things. It is usually used in the context of stable diffusion. A large model takes very long to train with significant resources. However, sometimes, you need specific details – for example you could…
- AI | Biology | Technology
Kurzgesagt – explaining visually
Everyone is exposed to complex topics and AI LLM based chatbots help in the understanding if a conversation is needed. Another way is to observe it visually. A company is doing is very well and explaining complex things visually. They have taken on complex tasks explaining scientific topics and their illustrations and videos can simplify…
- AI | Biology | Biomarker | Pharmaceutical
Biotech companies
Small Biotechs: Diagonal Tx: Clustering antibodies that mimic the action of the ligand and bypass the need for the ligand and receptor. This mutation that is created makes standard AI models not useful and so need a new method. This restores new ALK1 signaling in Hereditary Hemorrhagic Telangiectasia. It also treates LoF mutations in ALK1…
