AdapToR: Adaptive Topological Regression for quantitative structure-activity relationship modeling
Yixiang Mao, Souparno Ghosh, Ranadip Pal
AdapToR improves QSAR modeling by enhancing interpretability and efficiency in drug response prediction.
Author
Massachusetts Institute of TechnologyORCID 0000-0002-4953-1019Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Yixiang Mao, Souparno Ghosh, Ranadip Pal
AdapToR improves QSAR modeling by enhancing interpretability and efficiency in drug response prediction.
Souparno Ghosh, Nan Li, Miriam Schwalm…·Alan Jasanoff
This paper introduces a genetic probe to selectively image neural circuits in rats using fMRI, revealing diverse projection sources to the striatum and informing a model of striatal function.
Noah Berlow, Rishi Raj Rikhi, Mathew N. Geltzeiler…·Charles Keller
This paper develops a probabilistic model integrating sequencing and functional assay data to predict personalized drug combinations for sarcoma patients with exhausted treatment options.