Nuno C. Marques

Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning

Felipe André Zeiser, Cristiano André da Costa, Tiago Zonta et al. · Journal of Digital Imaging · 2020 · 83 citations · Full text

Data Augmentation, Medical Image Segmentation, Image Analysis +12

An integrated process for mixed culture production of 3-hydroxyhexanoate-rich polyhydroxyalkanoates from fruit waste

Fernando Silva, Mariana Matos, Bruno A. Pereira et al. · Chemical Engineering Journal · 2021 · 56 citations

Biomanufacturing, Engineering, Edible Packaging +11

Feature Clustering with Self-organizing Maps and an Application to Financial Time-series for Portfolio Selection.

Bruno Silva, Nuno C. Marques · Biotechnology Journal · 2010 · 26 citations

Engineering, Machine Learning, Portfolio Management +20

Integrated perspective on microbe-based production of itaconic acid: From metabolic and strain engineering to upstream and downstream strategies

Miguel Figueiredo Nascimento, Nuno C. Marques, Joana Correia et al. · Process Biochemistry · 2022 · 19 citations · Full text

Bioorganic Chemistry, Engineering, Microbe-based Production +17

Hyperparameter Optimization of a Convolutional Neural Network Model for Pipe Burst Location in Water Distribution Networks

André Antunes, Bruno Ferreira, Nuno C. Marques et al. · Journal of Imaging · 2023 · 15 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16