Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning. - Hemaxi Narotamo; J. Miguel Sanches; Margarida Silveira (IbPRIA (1), 2019)

Interphase Cell Cycle Staging using Deep Learning *. - Hemaxi Narotamo; Maria Sofia Fernandes; J. Miguel Sanches; Margarida Silveira (EMBC, 2020)

Combining Deep Learning with Handcrafted Features for Cell Nuclei Segmentation *. - Hemaxi Narotamo; J. Miguel Sanches; Margarida Silveira (EMBC, 2020)

Joint Segmentation and Pairing of Nuclei and Golgi in 3D Microscopy Images. - Hemaxi Narotamo; Marie Ouarné; Cláudio Areias Franco; Margarida Silveira (EMBC, 2021)

Synthetic Generation of 3D Microscopy Images using Generative Adversarial Networks. - Hemaxi Narotamo; Marie Ouarné; Cláudio Areias Franco; Margarida Silveira (EMBC, 2022)

Self-Supervised Segmentation of 3D Fluorescence Microscopy Images Using CycleGAN. - Alice Rosa; Hemaxi Narotamo; Margarida Silveira (EMBC, 2023)

A CNN-GNN Approach for Polarity Vectors Prediction in 3D Microscopy Images. - Diogo Moura; Hemaxi Narotamo; Margarida Silveira (EMBC, 2024)

Deep learning for ECG classification: A comparative study of 1D and 2D representations and multimodal fusion approaches. - Hemaxi Narotamo; Mariana Dias; Ricardo Santos 006; André V. Carreiro; Hugo Gamboa; Margarida Silveira (Biomed. Signal Process. Control., 2024)

3DCellPol: Joint detection and pairing of cell structures to compute cell polarity. - Hemaxi Narotamo; Cláudio Areias Franco; Margarida Silveira (Biomed. Signal Process. Control., 2025)