Thesis Proposals

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3D 3gpp 5g 6G After-sales AI AI-assisted Hardware Design Aloha Alzheimer Analisi Analisi dei dati biologici Analisi non lineare analisi statistica multivariata Analog and Digital Co-Design anomaly Anomaly Detection antennas antispam App Artificial audio Automotive Electronics barrier certificates barrier function batteries beamforming Behavioral Modeling beta-cell bioimaging biologia cellulare biomedical signal processing Brain brain imaging C++ Calcio calcio Calibration CAPTCHA Channel Modeling Chatbot Clinical engineering #collaboration compression computation offloading continual control Cost of Learning Crossmodal object recognition Customer data analysis debugging deep deep learning deepfake detection diabetes Diffusion autoencoders Digital Design digital image processing digitaltwin dispositivi medici DSP dynamical systems Ecosistema Dati Sanitari edge computing EEG Elaborazione dei segnali biomedici electronic circuits Electrophysiology EMG energy efficiency Epilepsy equazioni differenziali #erasmus esoftalmo estimation exocytosis explainable AI Fascicolo Sanitario Elettronico fault detection fault-tolerant control federated federated learning Filtraggio financial engineering firmware flusso ematico cerebrale formal verification FPGA fraud functional MRI Game Theory Gaussian Generative gestationaldiabetes gliomi gmm GNSS GPS Graph graph neural networks Graph Theory Hardware-in-the-Loop #hiti HL7 FHIR HTA IHE image enhancement image prediction image processing image segmentation Imaging immersive Industrial Informatica Medica Informatica sanitaria instrument programming insulin insulina Intelligence Intensive Care Interoperabilità interpretability iptw Knowledge Language latency learning Learning localization longitudinal data machine machine learning Machine Learning machinelearning #machinelearning markov chain markovmodels matlab Matlab microcontrollers minimally-invasive mining Mixed-Signal Systems model model identification model validation modelidentification Modeling Modelli di sistemi fisiologici modellistica glucosio-insulina modellistica matematica di sistemi biologici Modello matematico monitoraggio clinico MRI multi-agent system multi-agent systems multi-robot system Natural Navigazione neonataloutcomes network Network Optimization Network Science neural networks Neuroimaging new radio Online Learning opendata optimization #oxford parameter estimation parkinsonismi Parkinson's disease Pedersen Personalization physical layer security Physical Layer Security portfolio positioning posizionamento prediction privacy process Processing protocol psichiatria psm python QSM rate-distortion Reconstruction Reinforcement Learning reinforcement learning Remote Monitoring rendering resilience Resource Allocation resource allocation reti cellulari retrospective observational studies ricostruzione ambiente 3D robot robotics robots robust control RTL Design safe control safety satellite scams security segmentation segmentazione sensor sequences Service signals SMT spettrale Splatting Spontaneous Breathing Trial Standard in sanità Statwolf Stima stima bayesiana stocastico. studi retrospettivi osservazionali survival analysis SystemVerilog T1D technologies telemedicina Telemedicine tempo-frequenza. test-benches throughput estimation tidepool Time Series Classification TIRF tracking Transformers treatment effects twinning type1diabetes #type2diabetes ultra-low latency Underwater Communication unsupervised anomaly detection Uso secondario del dato clinico VCC video video compression voice wearable Wearable Devices WiFi
Title Keywords/Tags Course of Study Supervisor
Modeling of intercellular Ca2+ waves Calcio Modello matematico biologia cellulare equazioni differenziali Pedersen BIOINGEGNERIA Morten Gram Pedersen
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
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
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
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
(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
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
Development and testing of cosmic rays sensors at Finapp S.p.A sensor debugging electronic circuits firmware instrument programming microcontrollers signals test-benches ELECTRONIC ENGINEERING Matteo Buffolo
(Looking for a student) UNIPD-Oxford collaboration: Exploring metabolic drivers and prevalence of hyperglycemia induced trained immunity in patients with type 2 diabetes #collaboration #hiti #machinelearning #oxford #type2diabetes BIOINGEGNERIA Giacomo Cappon
Positioning solutions with srsRAN 3gpp 5g localization new radio positioning ICT FOR INTERNET AND MULTIMEDIA Stefano Tomasin
Wi‑Fi 8 Cooperative Beamforming and Coordinated Spatial Reuse With Analog Beamformers WiFi antennas beamforming ICT FOR INTERNET AND MULTIMEDIA Stefano Tomasin
Federated Learning for Enhancing Physical‑Layer Security in 6G Networks 6G federated learning physical layer security ICT FOR INTERNET AND MULTIMEDIA Stefano Tomasin
Development and Evaluation of a nnU-Net-Based Convolutional Neural Network for Automated Bi-Class Segmentation of Cardiac Atria from Late Gadolinium-Enhanced Magnetic Resonance Imaging #erasmus BIOINGEGNERIA Giacomo Cappon
Studio di Tecniche di Navigazione GNSS Ibride GNSS Machine Learning Navigazione interpretability INGEGNERIA DELLE TELECOMUNICAZIONI, INTERNET E MULTIMEDIA Francesco Ardizzon
Ray Tracing per Simulatore GNSS Channel Modeling GNSS Machine Learning Navigazione INGEGNERIA DELLE TELECOMUNICAZIONI, INTERNET E MULTIMEDIA Francesco Ardizzon
Protocolli di Sicurezza per reti comunicazioni sottomarine multimodali Physical Layer Security Underwater Communication INGEGNERIA DELLE TELECOMUNICAZIONI, INTERNET E MULTIMEDIA Francesco Ardizzon
Autenticazione allo strato fisico e Game Theory Game Theory Physical Layer Security INGEGNERIA DELLE TELECOMUNICAZIONI Francesco Ardizzon
Modeling glucagon action on endogenous glucose production in type 1 diabetes model identification model validation BIOINGEGNERIA Chiara Dalla Man
Internship and thesis: Data-Driven Calibration of Proprietary Oxigen Sensors [at Isocell S.p.A] Calibration Machine Learning data analysis sensor CONTROL SYSTEMS ENGINEERING Alberto Dalla Libera
Internship and thesis: Data-Driven Anomaly Detection of Industrial Machines [at Isocell S.p.A] Anomaly Detection Machine Learning CONTROL SYSTEMS ENGINEERING Alberto Dalla Libera
Attenuazione di artefatti in QSM mediante integrazione di informazioni anatomiche Matlab Neuroimaging Parkinson's disease QSM brain imaging BIOINGEGNERIA Alessandra Bertoldo
Tecniche di normalizzazione e valutazioni di robustezza del rapporto T1w/T2w in studi multicentrici: applicazione ai parkinsonismi MRI Matlab Neuroimaging analisi statistica multivariata parkinsonismi BIOINGEGNERIA Alessandra Bertoldo
Indagine sulle tecniche di scomposizione di mappe parametriche derivate da fMRI Matlab Neuroimaging Parkinson's disease analisi statistica multivariata functional MRI BIOINGEGNERIA Alessandra Bertoldo
Sviluppo e Validazione di Setup Ottico per Screening Neonatale bioimaging digital image processing image enhancement image segmentation BIOINGEGNERIA Michele Schiavon
Analisi di immagini MRI nella malattia di Parkinson tramite tecniche di image processing e machine learning. bioimaging digital image processing image processing machine learning BIOINGEGNERIA Michele Schiavon