Thesis Proposals

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3D 6G After-sales AI AI-assisted Hardware Design Aloha Alzheimer Analisi non lineare Analog and Digital Co-Design anomaly Anomaly Detection Artificial audio Automotive Electronics barrier certificates barrier function batteries Behavioral Modeling beta-cell biologia cellulare Brain C++ Calcio Chatbot compression computation offloading continual control Cost of Learning Crossmodal object recognition Customer dataaugmentation deep deep learning deepfake detection diabetes Diffusion autoencoders Digital Design digitaltwin dispositivi medici DSP dynamical systems Ecosistema Dati Sanitari edge computing EEG Electrophysiology EMG energy efficiency Epilepsy equazioni differenziali esoftalmo estimation exocytosis explainable AI Fascicolo Sanitario Elettronico fault detection fault-tolerant control federated learning Filtraggio financial engineering flusso ematico cerebrale formal verification FPGA fraud Gaussian Generative gestationaldiabetes gliomi gmm Graph graph neural networks Graph Theory Hardware-in-the-Loop HL7 FHIR IHE image prediction Imaging immersive Industrial Informatica Medica Informatica sanitaria insulin insulina Intelligence Intensive Care Interoperabilità Knowledge Language latency learning Learning machine machine learning Machine Learning machinelearning markov chain markovmodels matlab minimally-invasive mining Mixed-Signal Systems model modelidentification Modeling modellistica glucosio-insulina modellistica matematica di sistemi biologici Modello matematico monitoraggio clinico MRI multi-agent system multi-agent systems multi-robot system Natural neonataloutcomes network Network Optimization Network Science neural networks Online Learning opendata optimization parameter estimation Pedersen Personalization portfolio positioning prediction privacy process Processing protocol psichiatria python rate-distortion Reconstruction Reinforcement Learning reinforcement learning Remote Monitoring rendering resilience Resource Allocation resource allocation robot robotics robots robust control RTL Design safe control safety scams security segmentation segmentazione sequences Service SMT Splatting Spontaneous Breathing Trial Standard in sanità Statwolf Stima stima bayesiana SystemVerilog T1D technologies telemedicina Telemedicine throughput estimation tidepool Time Series Classification TIRF tracking Transformers twinning type1diabetes ultra-low latency unsupervised anomaly detection Uso secondario del dato clinico VCC video video compression voice wearable Wearable Devices
Title Keywords/Tags Course of Study Supervisor
Analisi e monitoraggio di processi sanitari tramite algoritmi di process mining mining process BIOINGEGNERIA Enrico Longato
Modeling of intercellular Ca2+ waves Calcio Modello matematico biologia cellulare equazioni differenziali Pedersen BIOINGEGNERIA Morten Gram Pedersen
Sviluppo di metodi di stima ed analisi di potenziali evocati uditivi di tipo FFR DSP BIOINGEGNERIA Giovanni Sparacino
Modelli di integrazione per servizi di intelligenza artificiale in sistemi informativi sanitari IHE Informatica sanitaria Interoperabilità BIOINGEGNERIA Giovanni Sparacino
Middleware per l'interoperabilità in sistemi informativi sanitari Informatica Medica Interoperabilità Standard in sanità BIOINGEGNERIA Giovanni Sparacino
Quantitative dynamic contrast-enhanced (DCE) magnetic resonance imaging: quantificazione del flusso ematico cerebrale in pazienti psichiatrici e onocologici Imaging MRI flusso ematico cerebrale gliomi psichiatria BIOINGEGNERIA Alessandra Bertoldo
Sviluppo di un modello matematico dell'effetto di macronutrienti sull'escursione post-prandiale di glucosio da dati minimamente invasivi nel diabete di tipo 1 T1D minimally-invasive modellistica glucosio-insulina stima bayesiana BIOINGEGNERIA Michele Schiavon
Identificazione e analisi dei potenziali evocati motori (MEP) in controlli sani e in pazienti post-ictus tramite stimolazione magnetica transcranica Analisi non lineare EMG Filtraggio Stima BIOINGEGNERIA Giovanni Sparacino
Identifying insulin exocytosis events in live-cell TIRFM recordings Pedersen TIRF beta-cell exocytosis insulin BIOINGEGNERIA Morten Gram Pedersen
Sviluppo di un modello matematico dell'effetto dell'esercizio fisico sull'assorbimento sottocutaneo di insulina in soggetti diabetici di tipo 1 T1D insulina modellistica matematica di sistemi biologici stima bayesiana BIOINGEGNERIA Michele Schiavon
Data augmentation strategies based on individualized eating behavior models in patients with type 1 diabetes dataaugmentation digitaltwin gmm matlab python tidepool type1diabetes BIOINGEGNERIA Giacomo Cappon
Sviluppo di modelli predittivi basati su machine learning per l’analisi di outcome neonatali e complicanze gestazionali gestationaldiabetes machinelearning neonataloutcomes opendata python BIOINGEGNERIA Giacomo Cappon
Modeling the metabolic trajectory of patients with type 1 diabetes using digital twins and markov models digitaltwin markovmodels matlab python tidepool type1diabetes BIOINGEGNERIA Giacomo Cappon
Progettazione di una soluzione tecnologica per l’uso secondario di dati provenienti dall'ecosistema nazionale italiano dei dati sanitari. Ecosistema Dati Sanitari Fascicolo Sanitario Elettronico HL7 FHIR Interoperabilità Uso secondario del dato clinico BIOINGEGNERIA Martina Vettoretti
Implementazione di nuove funzionalità all'interno di una piattaforma avanzata di telemedicina: sviluppo di processi business, strumenti grafici e integrazione di dispositivi medici. dispositivi medici monitoraggio clinico telemedicina BIOINGEGNERIA Martina Vettoretti
Identifying the epileptogenic zone in Stereo-EEG EEG Electrophysiology Epilepsy Network Science Graph Theory Brain ICT FOR INTERNET AND MULTIMEDIA Federico Mason
Predicting VNS efficacy in patients with epilepsy EEG Electrophysiology Epilepsy Network Science Graph Theory Brain ICT FOR INTERNET AND MULTIMEDIA Federico Mason
Predicting extubation outcomes in hospital intensive care units Anomaly Detection Intensive Care Spontaneous Breathing Trial Time Series Classification Machine Learning ICT FOR INTERNET AND MULTIMEDIA Federico Mason
The cost of learning dilemma Cost of Learning Network Optimization Reinforcement Learning Resource Allocation Online Learning ICT FOR INTERNET AND MULTIMEDIA Federico Mason
Lightweight design for EEG acquisition EEG Remote Monitoring Telemedicine Wearable Devices Machine Learning ICT FOR INTERNET AND MULTIMEDIA Federico Mason
Blind Aloha protocol: modeling and analysis Aloha markov chain network protocol ICT FOR INTERNET AND MULTIMEDIA Andrea Zanella
Analysis of practical unobtrusive tracking solutions for the safety of people with cognitive impairments Alzheimer positioning privacy safety tracking wearable ICT FOR INTERNET AND MULTIMEDIA Andrea Zanella
Audio deepfake detection: continual and incremental learning strategies anomaly audio continual deep detection fraud voice deepfake learning scams sequences ICT FOR INTERNET AND MULTIMEDIA Simone Milani
Light and materials estimation in 3D Gaussian Splatting models 3D Gaussian Reconstruction Splatting immersive rendering segmentation technologies INGEGNERIA DELLE TELECOMUNICAZIONI Simone Milani
Colliders and Volume Estimation in 3D Gaussian splatting 3D Gaussian Reconstruction Splatting immersive rendering segmentation technologies ICT FOR INTERNET AND MULTIMEDIA Simone Milani
Generative AI for 3D Model Creation 3D AI Gaussian Generative Reconstruction Splatting ICT FOR INTERNET AND MULTIMEDIA Simone Milani
Generative AI for 3D Model Creation 3D AI Gaussian Generative Reconstruction Splatting INGEGNERIA DELLE TELECOMUNICAZIONI, INTERNET E MULTIMEDIA Simone Milani
Valutazione dell'esoftalmo con tecniche di visione automatica esoftalmo segmentazione BIOINGEGNERIA Enrico Longato
(Looking for a student) Improving the twinning procedure of a state-of-the-art digital twin framework for type 1 diabetes digitaltwin gmm modelidentification python tidepool twinning type1diabetes BIOINGEGNERIA Giacomo Cappon
[AI in collaboration with Breton SpA] Computer Vision System deep learning COMPUTER ENGINEERING Gian Antonio Susto
[AI in collaboration with Breton SpA] Digitization of Dimensioned Hand Sketches learning machine COMPUTER ENGINEERING Gian Antonio Susto
[AI in collaboration with Statwolf] Personalized Chatbot for Service and After-sales AI After-sales Artificial Chatbot Customer Graph Industrial Intelligence Knowledge Language Learning Natural Personalization Processing Service Statwolf machine COMPUTER ENGINEERING Gian Antonio Susto
[AI in collaboration with Statwolf] Unsupervised Anomaly Detection Approaches explainable AI machine learning unsupervised anomaly detection CONTROL SYSTEMS ENGINEERING Gian Antonio Susto
A systems theory approach to financial portfolio optimization for retail investors control financial engineering optimization portfolio CONTROL SYSTEMS ENGINEERING Luca Schenato
Machine learning approaches for robotics systems with network delay Machine Learning robotics Transformers CONTROL SYSTEMS ENGINEERING Pietro Falco
Temperature estimation for LI-ion battery using Phyics-informed learning Machine Learning batteries estimation CONTROL SYSTEMS ENGINEERING Pietro Falco
Cross-Modal Perception for Robotic Manipulation using Diffusion Autoencoders Crossmodal object recognition Diffusion autoencoders robotics CONTROL SYSTEMS ENGINEERING Pietro Falco
Rate-distortion-prediction model for ultra-low latency video transmission compression image prediction model rate-distortion video ICT FOR INTERNET AND MULTIMEDIA Marco Cagnazzo
Extrapolation-based latency control with VVC C++ VCC video compression ICT FOR INTERNET AND MULTIMEDIA Marco Cagnazzo
Throughput estimation for ultra low latency video transmission compression latency throughput estimation ultra-low latency video ICT FOR INTERNET AND MULTIMEDIA Marco Cagnazzo
Fast methods for frame prediction deep learning neural networks prediction video ICT FOR INTERNET AND MULTIMEDIA Marco Cagnazzo
Reinforcement Learning for Energy-Efficient Cloud Robotics computation offloading edge computing machine learning reinforcement learning robots robotics CONTROL SYSTEMS ENGINEERING Luca Ballotta
Thesis Opportunities with Infineon Technologies Italia Srl (Padova Site) AI-assisted Hardware Design Analog and Digital Co-Design Automotive Electronics Behavioral Modeling Digital Design FPGA Hardware-in-the-Loop Mixed-Signal Systems RTL Design SystemVerilog ELECTRONIC ENGINEERING Daniele Vogrig
Privacy e applicazioni radar per reti cellulari 6G 6G privacy INGEGNERIA INFORMATICA Stefano Tomasin
Distributed Federated Learning: Resilience to Model Attacks deep learning federated learning machine learning multi-agent systems resilience security COMPUTER ENGINEERING Luca Ballotta
Graph Neural Network-Based Safe Multi-Robot Control deep learning graph neural networks machine learning multi-agent system multi-robot system reinforcement learning robot safe control safety CONTROL SYSTEMS ENGINEERING Luca Ballotta
Multi-Agent Reinforcement Learning for Compute Allocation in Processing Networks edge computing energy efficiency machine learning multi-agent systems reinforcement learning resource allocation CONTROL SYSTEMS ENGINEERING Luca Ballotta
Modeling the secretion of GLP-1 in subjects with and without diabetes Modeling diabetes parameter estimation BIOINGEGNERIA Chiara Dalla Man
Modeling the effect of FFA on endogenous glucose production in subjects with and without type 2 diabetes Modeling diabetes parameter estimation BIOINGEGNERIA Chiara Dalla Man
Verification of Barrier Functions for Fault-Tolerant Control SMT barrier certificates barrier function deep learning dynamical systems fault detection fault-tolerant control formal verification machine learning robust control safety CONTROL SYSTEMS ENGINEERING Luca Ballotta