Joris Cadow

PaccMannRL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learning

Jannis Born, Matteo Manica, Ali Oskooei et al. · iScience · 2021 · 98 citations · Full text

Pharmacy, Oncology, Systems Biology +12

PaccMann: a web service for interpretable anticancer compound sensitivity prediction

Joris Cadow, Jannis Born, Matteo Manica et al. · Nucleic Acids Research · 2020 · 83 citations · Full text

Pharmacy, Bioinformatics, Pharmacology +14

Data-driven molecular design for discovery and synthesis of novel ligands: a case study on SARS-CoV-2

Jannis Born, Matteo Manica, Joris Cadow et al. · Machine Learning Science and Technology · 2021 · 42 citations · Full text

Pharmacy, Medicinal Chemistry, Systems Biology +17

Accelerating material design with the generative toolkit for scientific discovery

Matteo Manica, Jannis Born, Joris Cadow et al. · npj Computational Materials · 2023 · 35 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

PIMKL: Pathway-Induced Multiple Kernel Learning

Matteo Manica, Joris Cadow, Roland Mathis et al. · npj Systems Biology and Applications · 2019 · 31 citations · Full text

Computing, Bioinformatics, Data Science +14