Essays about: "DNA-Encoded Chemical Library"

Found 1 essay containing the words DNA-Encoded Chemical Library.

  1. 1. Training Machine Learning-based QSAR models with Conformal Prediction on Experimental Data from DNA-Encoded Chemical Libraries

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Gökçe Geylan; [2021]
    Keywords : Machine Learning; DNA-Encoded Chemical Library; Support Vector Machine; Random Forest; Conformal Prediction; QSAR;

    Abstract : DNA-encoded chemical libraries (DEL) allows an exhaustive chemical space sampling with a large-scale data consisting of compounds produced through combinatorial synthesis. This novel technology was utilized in the early drug discovery stages for robust hit identification and lead optimization. READ MORE