Marco Agostino Deriu

ERC sectors

SDG

• Ricercatore/Ricercatrice, presso University of Applied Sciences of Southern Switzerland - (SUPSI) (1/4/2016-27/12/2018)

• BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE, 2025/2026 (41. ciclo)
  Politecnico di TORINO
• BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE, 2024/2025 (40. ciclo)
  Politecnico di TORINO

• Collegio di Ingegneria Biomedica. Componente

PhD

• Mechanobiology: A new frontier field in biomedical research for advanced clinical strategies. A.A. 2025/26, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Teaching assistant
• Large Language Models for Bioengineering (insegnamento su invito). A.A. 2025/26, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Main teacher
• Mechanobiology: A new frontier field in biomedical research for advanced clinical strategies. A.A. 2024/25, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Teaching assistant
• Meccanobiologia: Un nuovo campo di frontiera nella ricerca biomedica per strategie cliniche avanzate. A.A. 2023/24, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Teaching assistant

Master of Science

• Biomechanical design. A.A. 2025/26, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomechanical design. A.A. 2025/26, INGEGNERIA BIOMEDICA. Titolare del corso
• Rational Drug Design: Principles and Applications. A.A. 2025/26, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomeccanica multiscala. A.A. 2025/26, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomeccanica multiscala. A.A. 2025/26, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomechanical design. A.A. 2024/25, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomechanical design. A.A. 2024/25, INGEGNERIA BIOMEDICA. Titolare del corso
• Rational Drug Design: Principles and Applications. A.A. 2024/25, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomeccanica multiscala. A.A. 2024/25, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomeccanica multiscala. A.A. 2024/25, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomechanical design. A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomechanical design. A.A. 2023/24, INGEGNERIA BIOMEDICA. Titolare del corso
• Rational Drug Design: Principles and Applications. A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomeccanica multiscala. A.A. 2023/24, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomeccanica multiscala. A.A. 2023/24, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomechanical design. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomechanical design. A.A. 2022/23, INGEGNERIA BIOMEDICA. Titolare del corso
• Rational Drug Design: Principles and Applications. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomeccanica multiscala. A.A. 2022/23, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomeccanica multiscala. A.A. 2022/23, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomechanical design. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Rational Drug Design: Principles and Applications. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Biomeccanica multiscala. A.A. 2021/22, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomeccanica multiscala. A.A. 2020/21, INGEGNERIA BIOMEDICA. Titolare del corso
• Biomechanical design. A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso
• New advances in alternative preclinical trials. A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso

• Solid and fluid biomechanics (DIMEAS)

Projects funded by competitive calls

• LANGMOL - Unlocking chemical design with molecular language modelling, (2025-2027) - Responsabile Scientifico
  National Research
• DGDMF2 - Supporto Tecnico-Scientifico alla Valutazione di Dispositivi Medici oggetto di Indagine Clinica e di Tipologie di Dispositivi Medici, (2024-2026) - Componente gruppo di Ricerca
  National Research
• AIFood - Bioingegneria della nutrizione:Dalla molecola alla forchetta., (2024-2025) - Responsabile Scientifico
  Corporate-funded and donor-funded research
• GALATEA - diGitAL twin frAmework for TailorEd infAnt nutrition, (2024-2028) - Responsabile Scientifico
  UE-funded research - HE - Excellent Science - MSCA
• PARENT - PremAtuRe nEwborn motor and cogNitive impairmenTs: Early diagnosis, (2020-2025) - Responsabile Scientifico
  UE-funded research - H2020 - Excellent Science - Marie Curie
• CRYSTAL - eluCidating the alsin stRucture to function relationships toward a better understanding of infantile-onset ascending hereditarY SpasTic pAraLysis and possible therapeutic strategies, (2020-2021) - Responsabile Scientifico
  Corporate-funded and donor-funded research
• VIRTUOUS - MSCA-RISE-2019, (2019-2023) - Responsabile Scientifico
  UE-funded research - H2020 - Excellent Science - Marie Curie

• Chiara Cambini. Programme in Bioingegneria E Scienze Medico-chirurgiche (41^st cycle, 2025-in progress)
  Research subject: Studying brain function and dysfunction from a mechanobiological perspective, linking neuron mechanics, structure, and cellular properties to cognition, memory, and vulnerability.
  
  Multiscale Modelling Methods in Biomechanics
• Silvia Godio. Programme in Bioingegneria E Scienze Medico-chirurgiche (40^th cycle, 2024-in progress)
  Research subject: The project aims to improve the efficiency, accessibility and safety of telemedicine, exploring advanced technologies that can enable a growing adoption.
  
  Medical Innovation and Technology
• Alexandra Tsipourakis. Programme in Bioingegneria E Scienze Medico-chirurgiche (40^th cycle, 2024-in progress)
  Research subject: Cutting-edge bioengineering solutions for advancing organ transplants
  
  Computer Science
  Medical Innovation and Technology
  Biomedical signal and image processing
• Anastasia Urbanelli. Programme in Bioingegneria E Scienze Medico-chirurgiche (40^th cycle, 2024-in progress)
• Karim Kassem. Programme in Bioingegneria E Scienze Medico-chirurgiche (39^th cycle, 2023-in progress)
• Syed Adil Hussain Shah. Programme in Bioingegneria E Scienze Medico-chirurgiche (38^th cycle, 2022-in progress)
  Thesis: AI-Driven, Interpretable Pattern Recognition for Multimodal Medical Data in Clinical Applications
  
  Computer Science
  Medical Innovation and Technology
  ICT and smart sensors for eHealth
  Biomedical signal and image processing
• Marco Cannariato. Programme in Bioingegneria E Scienze Medico-chirurgiche (37^th cycle, 2021-2025)
  Thesis: Molecular modeling of subcellular biological filaments: in silico approaches tailored to filament biomechanics
  
  Multiscale Modelling Methods in Biomechanics
• Konstantinos Panagiotopoulos. Programme in Bioingegneria E Scienze Medico-chirurgiche (37^th cycle, 2021-2025)
  Thesis: Bioinformatics and Machine Learning Approaches for Biomarker Discovery and Predictive Modelling
  
  Computer Science
• Enrico Piccinelli. Programme in Bioingegneria E Scienze Medico-chirurgiche (37^th cycle, 2021-2025)
  Thesis: Magnetic Resonance Imaging - Guided Cardiac Catheterization in Children and Patients with Congenital Heart Disease
  
  Cardiac and Vascular Surgery
  Cardiovascular Engineering
• Syed Taimoor Hussain Shah. Programme in Bioingegneria E Scienze Medico-chirurgiche (37^th cycle, 2021-2025)
  Thesis: Multimodal AI Tools for Predicting Neurological and Neurodevelopmental Trajectories
  
  Computer Science
  Medical Innovation and Technology
  Biomedical signal and image processing
• Marcello Miceli. Programme in Bioingegneria E Scienze Medico-chirurgiche (36^th cycle, 2020-2024)
  Thesis: Insights Into the Molecular Mechanisms Driving Rare Neurodegenerative Diseases and Therapeutic Strategies Aided By In Silico Modelling
  
  Multiscale Modelling Methods in Biomechanics
• Michela Sperti. Programme in Bioingegneria E Scienze Medico-chirurgiche (36^th cycle, 2020-2024)
  Thesis: Predicting Personalized Pathological Risks and Dynamics in Cardiology - How to Exploit Data-Driven Approaches in Clinical Decision Support Systems
  
  Computer Science
  Medical Innovation and Technology
  Multiscale Modelling Methods in Biomechanics
  Physiological mathematical modelling
  Biomedical signal and image processing

• Baqir Hussain Shah, Syed; Naseer, Farwa; Shah, Syed Adil Hussain; Razzaq, Kashif; Javed, ... (2026)
  B2-GraftingNet: A Hybrid Deep-Machine Learning Framework with Explainable AI for Automated Grape Leaf Disease Detection. In: ICCK JOURNAL OF IMAGE ANALYSIS AND PROCESSING, vol. 2, pp. 27-52. ISSN 3068-6679
  Contributo su Rivista
• Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Panagiotopoulos, Konstantinos; ... (2025)
  Explainable Emotion Recognition Using Xception-Based Feature Extraction and Supervised Machine Learning on the RAVDESS Dataset. In: 2025 IEEE Medical Measurements & Applications (MeMeA), Chania (GRC), 28-30 May 2025. ISBN: 979-8-3315-2347-3
  Contributo in Atti di Convegno (Proceeding)
• Miceli, Marcello; Exertier, Cécile; Gugole, Elena; Vallone, Beatrice; Deriu, Marco ... (2025)
  Molecular Insights into IAHSP: Influence of the R1611W Mutation on the VPS9 Domain of Alsin. In: ACS OMEGA, vol. 10, pp. 54138-54147. ISSN 2470-1343
  Contributo su Rivista
• Gentile, Fr; Shah, Sth; Sperti, M; Panagiotopoulos, K; Primi, R; Bendotti, S; Currao, A; ... (2023)
  An innovative MedIcaL dEcision Support tool for neurological ouTcome predictiOn from post-resuscitatioN Electrocardiograms (MILESTONE). In: EUROPEAN HEART JOURNAL, vol. 44. ISSN 1522-9645
  Contributo su Rivista