Andre Filipe de Sousa Ferreira

@algoritmi.uminho.pt

PhD student
Center Algoritmi / LASI, University of Minho, Braga



           

https://researchid.co/shadowtwin

RESEARCH, TEACHING, or OTHER INTERESTS

Biomedical Engineering, Computer Science, Artificial Intelligence

42

Scholar Citations

4

Scholar h-index

1

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
    J Li, A Pepe, C Gsaxner, G Luijten, Y Jin, N Ambigapathy, E Nasca, ...
    arXiv preprint arXiv:2308.16139 2023

  • Open-source skull reconstruction with MONAI
    J Li, A Ferreira, B Puladi, V Alves, M Kamp, M Kim, F Nensa, J Kleesiek, ...
    SoftwareX 23, 101432 2023

  • Radiomics in head and neck cancer outcome predictions
    M Gonalves, C Gsaxner, A Ferreira, J Li, B Puladi, J Kleesiek, J Egger, ...
    Diagnostics 12 (11), 2733 2022

  • Autopet challenge: Combining nn-unet with swin unetr augmented by maximum intensity projection classifier
    L Heiliger, Z Marinov, M Hasin, A Ferreira, J Fragemann, K Pomykala, ...
    arXiv preprint arXiv:2209.01112 2022

  • GAN-based generation of realistic 3D data A systematic review and taxonomy
    A Ferreira, J Li, KL Pomykala, J Kleesiek, V Alves, J Egger
    arXiv preprint arXiv:2207.01390 2022

  • Generation of Synthetic Rat Brain MRI Scans with a 3D Enhanced Alpha Generative Adversarial Network
    A Ferreira, R Magalhes, S Mriaux, V Alves
    Applied Sciences 12 (10), 4844 2022

  • Generation of Synthetic Data: A Generative Adversarial Networks Approach
    A Ferreira, R Magalhes, V Alves
    Big Data Analytics and Artificial Intelligence in the Healthcare Industry 2022

  • Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN
    A Ferreira, R Magalhes, S Mriaux, V Alves
    arXiv preprint arXiv:2112.13626 2021

MOST CITED SCHOLAR PUBLICATIONS

  • GAN-based generation of realistic 3D data A systematic review and taxonomy
    A Ferreira, J Li, KL Pomykala, J Kleesiek, V Alves, J Egger
    arXiv preprint arXiv:2207.01390 2022
    Citations: 17

  • MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
    J Li, A Pepe, C Gsaxner, G Luijten, Y Jin, N Ambigapathy, E Nasca, ...
    arXiv preprint arXiv:2308.16139 2023
    Citations: 7

  • Radiomics in head and neck cancer outcome predictions
    M Gonalves, C Gsaxner, A Ferreira, J Li, B Puladi, J Kleesiek, J Egger, ...
    Diagnostics 12 (11), 2733 2022
    Citations: 7

  • Autopet challenge: Combining nn-unet with swin unetr augmented by maximum intensity projection classifier
    L Heiliger, Z Marinov, M Hasin, A Ferreira, J Fragemann, K Pomykala, ...
    arXiv preprint arXiv:2209.01112 2022
    Citations: 6

  • Generation of Synthetic Rat Brain MRI Scans with a 3D Enhanced Alpha Generative Adversarial Network
    A Ferreira, R Magalhes, S Mriaux, V Alves
    Applied Sciences 12 (10), 4844 2022
    Citations: 3

  • Generation of Synthetic Data: A Generative Adversarial Networks Approach
    A Ferreira, R Magalhes, V Alves
    Big Data Analytics and Artificial Intelligence in the Healthcare Industry 2022
    Citations: 2