Margarida Silveira - Publications

A CNN-GNN Approach for Polarity Vectors Prediction in 3D Microscopy Images.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

3DVascNet: An Automated Software for Segmentation and Quantification of Mouse Vascular Networks in 3D.

Journal: Arteriosclerosis, thrombosis, and vascular biology

Published: May 23, 2024

Self-Supervised Segmentation of 3D Fluorescence Microscopy Images Using CycleGAN.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

Correction: Detection and measurement of butterfly eyespot and spot patterns using convolutional neural networks.

Journal: PloS one

Published: November 17, 2023

Synthetic Generation of 3D Microscopy Images using Generative Adversarial Networks.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Curriculum learning for early Alzheimer's Disease diagnosis.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Cross-Modal Transfer Learning Methods for Alzheimer's Disease Diagnosis.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 09, 2022

Detection and measurement of butterfly eyespot and spot patterns using convolutional neural networks.

Journal: PloS one

Published: March 23, 2022

Joint Segmentation and Pairing of Nuclei and Golgi in 3D Microscopy Images.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

A machine learning approach for single cell interphase cell cycle staging.

Journal: Scientific reports

Published: March 19, 2021

Optical Gas Sensing with Liquid Crystal Droplets and Convolutional Neural Networks.

Journal: Sensors (Basel, Switzerland)

Published: March 18, 2021

Interphase Cell Cycle Staging using Deep Learning.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: October 06, 2020