Antonio Brunetti
Ricercatore
Dipartimento di Ingegneria Elettrica e dell'Informazione
Gruppi e commissioni
- Consiglio di Dipartimento
- Commissione Amministrazione
Profilo
Biografia
Subsequently, he worked as Research Fellow at the Polytechnic University of Bari working on GCESYS - "Green Community Efficiency Systems" project dealing with optimization algorithms applied to energy consumptions scheduling in smart buildings with systems supplied by mixed traditional and renewable sources.
Currently, he is a PhD student in Electrical and Information Engineering at the Doctoral School of the Polytechnic University of Bari under the supervision of Prof. Vitoantonio Bevilacqua, working on Decision Support Systems based on biomedical signals for the customization and optimization of diagnosis, prognosis and therapy.
On March 2019 he founded Apulian Bioengineering srl, a spin-off of Polytechnic of Bari, as a shareholder.
Settore scientifico disciplinare
Curriculum
His research interests include bioengineering, computer vision and image processing, human-machine interaction and machine learning techniques (neural networks, evolutionary algorithms, deep learning).
Currently, he teaches Health Information Systems at the Polytechnic University of Bari (Master Degree in Medical System Engineering) and Electronic and Information Bioengineering at the University of Bari Medical School (Bachelor Degrees in Audiometric techniques, Audioprothesic techniques, Neurophysiopathology Techniques and Cardiocirculatory and Cardiovascular Perfusion Techniques).
Didattica
Ricevimento
Non disponibile.
Insegnamenti
SISTEMI INFORMATIVI SANITARI[UD-1] - INGEGNERIA DEI SISTEMI MEDICALICorso di Laurea Magistrale
- LM60 SISTEMI MEDICALI - BIOINGEGNERIAAnno: 2 · Coorte: 2024
- LM60 SISTEMI MEDICALI - TELEMEDICINAAnno: 2 · Coorte: 2024
- LM60 SISTEMI MEDICALI -2019Anno: 2 · Coorte: 2024
- LM60 SITEMI MEDICALI - INGEGNERIA CLINICAAnno: 2 · Coorte: 2024
BIOINFORMATICA AVANZATA[UD-2] - INGEGNERIA DEI SISTEMI MEDICALICorso di Laurea Magistrale
- LM60 SISTEMI MEDICALI - BIOINGEGNERIAAnno: 2 · Coorte: 2024
- LM60 SISTEMI MEDICALI - TELEMEDICINAAnno: 2 · Coorte: 2024
- LM60 SISTEMI MEDICALI -2019Anno: 2 · Coorte: 2024
- LM60 SITEMI MEDICALI - INGEGNERIA CLINICAAnno: 2 · Coorte: 2024
Pubblicazioni
Produzione per anno
Tipologie prevalenti
114 pubblicazioni
Tutte le pubblicazioni
Pagina 1 di 122026Dengue virus serotype classification from complete genomes using a Transformer with chunk-based sequence modeling and explainability analysis
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2026Prognostic Models and Predictors of Recurrence in Resectable Colorectal Liver Metastases: A Systematic Review and Meta-analysis
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2026Vision-Based Needle–Tissue Interaction Analysis in Robot-Assisted Radical Prostatectomy
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2026MAPSeg: self-supervised colorectal polyp segmentation via memory-augmented framework and synthetic polyp simulation
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2026A Deep-Learning Based Framework Oriented to Pathological Gait Recognition with Inertial Sensors
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2026Parkinson’s disease detection from resting-state EEG using a Transformer model with Multi-Head Attention explanations
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2026Development and independent validation of explainable radiomics-based machine learning models for prognosis in colorectal liver metastases
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2026Multimodal framework for TACE treatment response prediction in patients with hepatocellular carcinoma
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2025A Serious Game for the Assessment of Visuomotor Adaptation Capabilities during Reaching Tasks in Virtual Reality
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2025Towards Unilateral Pathological Deep Learning-based Gait Recognition with Accelerometer Data
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