Agustín Amalfitano

National University of Mar del Plata — Argentina

Computer Science · Physical Sciences

3h-index14citations13works1.02yr avg
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Research Topics

AI in cancer detection(8), Radiomics and Machine Learning in Medical Imaging(6), COVID-19 diagnosis using AI(4), Genomics and Phylogenetic Studies(2), Advanced Proteomics Techniques and Applications(2)

Publications13 total

Convolutional Neural Networks for 3D Medical Image Classification: An Analysis Based on Lung Cancer Detection in 3D CT Images
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2025
Evaluating Preprocessing Techniques for Calcification Morphology Classification in Mammograms Based on Convolutional Neural Networks
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2025
Medical Images Interpretation from Deep Convolutional Features
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2025
BI-RADS Classified Mammography Dataset for AI-Based Diagnostic Models
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2025
Seqrutinator: scrutiny of large protein superfamily sequence datasets for the identification and elimination of non-functional homologues
Genome biology·2024· 3 citedOpen Access
Convolutional Neural Networks and Feature-Visualization for Pathology Classification in Mammograms
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2024· 1 cited
Enhancing Interpretability in Mammography Pathology Detection Using Deep Convolutional Features and Self-Organizing Maps
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2024· 1 cited
Pneumonia Classification and Analysis in Chest X-ray by Means of Convolutional Neural Networks
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2024
A Survey of Deep Learning Techniques and Applications in Bioengineering: A Latin American Perspective
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2024· 4 cited
Comprehensive characterization of the complex BAHD acyltransferase family from 218 land plants species: phylogenomic analysis and identification of specificity determinant positions
2023Open Access
Analysis and Interpretation of Deep Convolutional Features Using Self-organizing Maps
Studies in big data·2023· 1 cited
Interpretación y visualización de características en texturas mediante Redes Neuronales Convolucionales
2022 IEEE Biennial Congress of Argentina (ARGENCON)·2022· 3 cited
Seqrutinator: Non-Functional Homologue Sequence Scrutiny for the Generation of large Datatsets for Protein Superfamily Analysis
2022· 1 citedOpen Access

Frequent Co-authors

Gustavo J. Meschino(7), Virginia L. Ballarin(7), Diego Sebastian Comas(6), Juan I. Iturriaga(4), Diego S. Comas(4), Nicolás Stocchi(3), Hugo Marcelo Atencio(3), Fernando Villarreal(3), Arjen ten Have(3), Franco Ercoli(1), L. González(1), María Dolores Pérez-Godoy(1), Facundo Cortes Zmutt(1), Miguel Agliozzo(1), Antonio Vicente Martínez Sanz(1), Daniela Pedrozo Roca(1), Juan Pablo Graffigna(1)