Research Team


Mariana Ferreira

Mariana Ferreira

Software Engineer


Started in: August 2023

Funding: H2021 AI4Life Grant funded


Mariana is a 2nd-year Software Engineer in our research group. Is supervised by Estibaliz Gómez de Mariscal, Bruno Saraiva and Ricardo Henriques. Worked on 2 publications. Contributed to 2 technologies. Collaborates with 3 labs.

In the news


Collaborations

Guillaume Jacquemet

Guillaume Jacquemet

Abo Akademi University
Turku, Finland

Joint: 17 1

Mariana Pinho

Mariana Pinho

ITQB NOVA
Oeiras, Portugal

Joint: 5 1 2

Yoav Shechtman

Yoav Shechtman

Technion - Israel Institute of Technology
Haifa, Israel

Joint: 6


Technologies

Rescale4DL Rescale4DL Newest update: 2025-04-24
DL4MicEverywhere DL4MicEverywhere Newest update: 2025-04-20

Outreach

Spring Break University by Oeiras Valley at ITQB NOVA Spring Break University ITQB NOVA; Câmara Municipal de Oeiras, Oeiras - Portugal April 2025
Our Lab's Participation in ITQB NOVA's Open Day ITQB NOVA's Open Day ITQB NOVA, Oeiras - Portugal March 2025

Publications with our group (see more on Google Scholar)

ReScale4DL - Balancing Pixel and Contextual Information for Enhanced Bioimage Segmentation
Mariana G. Ferreira, Bruno M. Saraiva, António D. Brito, Mariana G. Pinho, Ricardo Henriques, Estibaliz Gómez-de-Mariscal
Preprint published in bioRxiv, April 2025
Technologies: BioImage Model Zoo, DeepBacs, DL4MicEverywhere, NanoPyx, Rescale4DL and ZeroCostDL4Mic
Funded by: CZI, EMBO, ERC, H2021 and H2022
DOI: 10.1101/2025.04.09.647871
DL4MicEverywhere - deep learning for microscopy made flexible, shareable and reproducible
Iván Hidalgo-Cenalmor, Joanna W. Pylvänäinen, Mariana G. Ferreira, Craig T. Russell, Alon Saguy, Ignacio Arganda-Carreras, Yoav Shechtman, Guillaume Jacquemet, Ricardo Henriques, Estibaliz Gómez-de-Mariscal
Paper published in Nature Methods, May 2024
Technologies: BioImage Model Zoo, DL4MicEverywhere and ZeroCostDL4Mic
Funded by: EMBO, ERC, H2021 and H2022
News: Labonline, MSN, AZoRobotics and Aamuset Kaupunkimedia
Blogs: news-medical.net
DOI: 10.1038/s41592-024-02295-6