Miguel Rocha

15PUBLICATIONS
20CO-AUTHORS
Gene expression (incl. microarray and other genome-wide approaches)Genomics and transcriptomicsProteins and peptidesMolecular targetsDeep learning
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (15)

|Oct 07, 2026
GRIDGENE: Guided Region Identification based on Density of GENEs-a transcript density-based approach to characterize tissues by spatial transcriptomics.

|Jun 23, 2025
TROPPO: tissue-specific reconstruction and phenotype prediction using omics data.

Alexandre Oliveira, Jorge Ferreira, Vítor Vieira

|Mar 19, 2025
Predicting precursors of plant specialized metabolites using DeepMol automated machine learning.

João Capela, João Cheixo, Dick de Ridder

|Mar 23, 2023
A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer.

Delora Baptista, Pedro G Ferreira, Miguel Rocha

|Aug 26, 2022
Evaluating molecular representations in machine learning models for drug response prediction and interpretability.

Delora Baptista, João Correia, Bruno Pereira

|Jun 24, 2022
A pipeline for the reconstruction and evaluation of context-specific human metabolic models at a large-scale.

Vítor Vieira, Jorge Ferreira, Miguel Rocha

Pageof 3

Frequent Collaborators

2 joint publications

Vítor Vieira

2 joint publications

Fernando Cruz

2 joint publications

Delora Baptista

2 joint publications

Oscar Dias