We present a detailed study of the asymptotic behavior of the distribution of the tails of these, perhaps, most commonly used statistical tests under non-standard conditions, that is, releasing the underlying assumptions of normality, independence and identical distribution and considering a more general case where one only assumes that the vect…

Compound dilutions entirely within an Echo acoustic liquid handler.

This paper develops new methods to handle false positives in High-Throughput Screening experiments.

This repository contains the files created and used for the Opportunities for Undergraduate Research Program, 2018.

Easy-to-use python module for training multi-layer perceptrons (neural networks) from molecular SMILES and known associated properties

Metric Learning for Combinatorial Datasets

Python package for removal of duplicates in (solid state) structural databases

Novel ultrafast suite for high-throughput & high-content multiparameter screening as in drug discovery. It has unique modules for QC, bias correction, similarity measurement, clustering and visualization. It can process hundreds of samples with many markers in a few hours not days & circumvents bath effect. It couples with any plate reader.

Phenotypic screening of a CRISPRi strain library [Smith et 2017, Mol Syst Biol (2017)13:913] for acetic acid tolerance targeting essential and respiratory essential genes in Saccharomyces cerevisiae

Chemios Framework 👨🏾‍🔬: Accelerating Science through Automation

A tool for automatic neurite outgrowth and cell viability estimation using deep learning and graph theory.

Sau's implementation of the MATLAB Colony Analyzer Toolkit and Bean MATLAB Toolkit to analyze high-throughput screening data.

LI Detector analytical pipeline for colony-based high-throughput screens.

High-level module for ultra-fast structural optimisation and property calculations of organic co-polymers.

Code for an artificial neural net classifier of small molecule GPCR activity

R Scripts for quantification of microbial robustness from high-throughput screenings

Cancer-dedicated gene set interpretation

Code and analysis scripts for analyzing newly transcribed RNA in large-scale compound screen experiments

An R package that enables the user to perform High Throughput Biological Screening.