Human-Horse Interaction in children with Autism Spectrum Disorders (ASD)

Code: HHI_ASD

Keywords: Physiological monitoring, ANS activation, wearable sensors, signal processing, AI algorithms, Deep Learning models, animal-human interaction

Bioimpedance measurements on animal and human tissues

Code: bioimpedance

Keywords: Physiological monitoring, signal processing

From hyperscanning to hyperstimulation

Code: hyperscanning

Keywords: Physiological monitoring, EEG, tES, electrical stimulation

Deepfake Facial Recognition

Code: deepfake

Keywords: generative AI, prosopagnosia, emotion recognition, face recognition, biomedical signal

AI techniques for the classification of voice of patients diagnosed with genetic syndromes

Code: gensyndrome_AI

Keywords: AI, acoustic analysis, genetic syndrome, exploration, feature extraction

Development of a portable biomedical system to measure and monitor physiological signals

Code: portablePhysio

Keywords: Arduino, biosensors, signal acquisition, filtering

AI techniques for voice disorders classification and assessment

Code: voicedis_AI

Keywords: AI, acoustic analysis, voice disorder, feature extraction

Climate change beliefs mediating associative memory

Code: associativemem_CC

Keywords: Climate change, associative memory, quantitative psychology, emotion analysis, biomedical signals

Sonification as a neurofeedback and rehabilitation technique

Code: sonification

Keywords: Physiological monitoring, data transformation, signal processing, auditory feedback, sound

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PAST THESES:

• Studio dei Correlati Elettroencefalografici e dello Stato Emotivo in Soggetti Sani Sottoposti a Stimoli Sintetici e Reali,

Candidate: Pietro Tarchi. Supervisors: Antonio Lanatà, Claudia Manfredi. 

• Machine learning techniques for studying the influence of sepsis on neurodevelopment in preterm infants: application to the Neonatal Intensive Care Unit AOU Careggi, Florence, 

Candidate: Angela Parente. Supervisors: Claudia Manfredi, Antonio Lanatà. Co-Supervisors: Carlo Dani, Lorenzo Frassineti, Giovanna Bertini, Silvia Lori.

• AI techniques for the acoustic characterisation of genetic syndromes,

Candidate: Federico Calà. Relatori: Claudia Manfredi, Antonio Lanatà. Correlatori: Giuseppe Zampino, Lorenzo Frassineti, Elisabetta Sforza. 

• Systems for detection and analysis of epileptic seizures in neonatal intensive care Units,

Candidate: Benedetta Olmi. Supervisors: Claudia Manfredi, Antonio Lanatà. Co-Supervisors: Carlo Dani, Lorenzo Frassineti, Giovanna Bertini, Silvia Lori, Simonetta Gabbanini.  

• Development and feasibility study of multimodal and multisubject EEG-based acquisition systems for ERP and synchronization analysis within hyperscanning paradigms in emotional and social contexts,

Candidate: Valentina Guarguagli. Supervisors: Antonio Lanatà, Tessa Marzi. Co-Supervisors: Lorenzo Frassineti, Pietro Tarchi.  

• Development and Feasibility Study of Multimodal and Multi-subject EEG Acquisition Settings for Hyperscanning Paradigm Analysis: Characterization of Spectral Components and Evaluation of Inter-Brain Synchronization,

Candidate: Camilla Petraccone. Supervisors: Antonio Lanatà, Tessa Marzi. Co-Supervisors: Lorenzo Frassineti, Pietro Tarchi.  

• Neuroestetica: studio delle dinamiche neurofisiologiche tra soggetti esperti e non esperti attraverso l'analisi dei potenziali evento-correlati (ERP)

Candidate: Lorenzo Mercati. Supervisors: Antonio Lanatà. Co-Supervisors: Lorenzo Frassineti, Pietro Tarchi.

• Neuroestetica ed arte, come il cervello risponde alle opere d'arte (Thesis in collaboration with Accademia di Belle Arti Firenze)

Candidate: Lucrezia Bigagli. Supervisors: Christian Caliandro, Valeria Pitterà. Co-Supervisors: Lorenzo Frassineti, Pietro Tarchi, Antonio Lanatà, Leonardo Bocchi. 

• Progettazione e implementazione di firmware su microcontrollore e interfaccia per acquisizione della risposta elettrodermica
  Candidate: Giulia Faralli. Supervisors: Antonio Lanatà. Co-Supervisors: Lorenzo Frassineti, Pietro Tarchi, Federico Calà.

• Analisi quantitativa del comportamento impedenziometrico del sito della spallaper il trattamento delle infiammazioni,
  Candidate: Gabriele Rellini. Supervisors: Antonio Lanatà. Co-Supervisors: Lorenzo Frassineti, Marco Passafiume.

• Analisi quantitativa del comportamento impedenziometrico del sito del collo per il trattamento delle infiammazioni,
  Candidate: Anna Magherini. Supervisors: Antonio Lanatà. Co-Supervisors: Lorenzo Frassineti, Marco Passafiume.

• Music Therapy with neuro-rehabilitative application: development of an experimental protocol,
  Candidate: Valentina Guarguagli. Supervisors: Claudia Manfredi, Antonio Lanatà. Co-Supervisors: Lorenzo Frassineti.