MonoNet: Enhancing interpretability in neural networks via monotonic features
- An-Phi Nguyen
- Dana Lea Moreno
- et al.
- 2023
- Bioinformatics Advances
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
Date
Featured collections
Popular topics
28 results for María Rodríguez Martínez
DECODE: A computational pipeline to discover T cell receptor binding rules
- Iliana Papadopoulou
- An-Phi Nguyen
- et al.
- 2022
- Bioinformatics
PCfun: a hybrid computational framework for systematic characterization of protein complex function
- Varun S Sharma
- Andrea Fossati
- et al.
- 2022
- Briefings in Bioinformatics
PaccMannRL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learning
- Jannis Born
- Matteo Manica
- et al.
- 2021
- iScience
Data-driven molecular design for discovery and synthesis of novel ligands: A case study on SARS-CoV-2
- Jannis Born
- Matteo Manica
- et al.
- 2021
- Machine Learning: Science and Tech.
Convergent network effects along the axis of gene expression during prostate cancer progression
- Konstantina Charmpi
- Tiannan Guo
- et al.
- 2020
- Genome Biology
COSIFER: A Python package for the consensus inference of molecular interaction networks
- Matteo Manica
- Charlotte Bunne
- et al.
- 2020
- Bioinformatics
PaccMann: A web service for interpretable anticancer compound sensitivity prediction
- Joris Cadow
- Jannis Born
- et al.
- 2020
- Nucleic acids research
Toward Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-Based Convolutional Encoders
- Matteo Manica
- Ali Oskooei
- et al.
- 2019
- Molecular Pharmaceutics
The number of titrated microRNA species dictates ceRNA regulation
- Hua-Sheng Chiu
- María Rodríguez Martínez
- et al.
- 2018
- Nucleic acids research