Intelligent digital tools for screening of brain connectivity and dementia risk estimation in people affected by mild cognitive impairment.

Informacje na temat projektu

AI-Mind

Identyfikator umowy o grant: 964220

DOI

10.3030/964220

Data podpisania przez KE 18 Stycznia 2021

Data rozpoczęcia 1 Marca 2021

Data zakończenia 28 Lutego 2026

Finansowanie w ramach

• SOCIETAL CHALLENGES - Health, demographic change and well-being

Koszt całkowity

€ 13 998 862,50

Wkład UE

€ 13 998 862,50

Koordynowany przez

OSLO UNIVERSITETSSYKEHUS HF
Norway

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Documents, reports (12)

User guidelines for clinicians and scientific dissemination

User guidelines for clinicians and scientific dissemination Task 73 M12 60 OUS

Report map of MCI diagnostics and management

Report map of MCI diagnostics and management Task 11 OUS M6

Clinical study dossier (Clinical study protocol, Informed Consent Form)

Clinical study dossier Clinical study protocol Informed Consent Form Standardised clinical information procedures are approved by the national regulatory authorities from the 4 clinical centres Task 51 IRCCS M9

Standardisation of available and prospective data collection

Standardisation of available and prospective data collection Report on the defined protocol for standardising MEEG NPT and genotyping data collection Task 21 HUH M8

Midterm report on the AI-Mind Predictor versus SOA including report on use of digitalised cognitive tests

Midterm report on the AI-Mind Predictor versus SOA inclusive report on use of digitalised cognitive tests. Report on the comparative analysis on clinical prediction value of the AI-Mind Predictor versus state-of-the-art procedures and Report on comparative analysis of traditional clinical neuropsychological tests and digital version in clinical use for clinical recommen-dations (Task 5.4, IRCCS/OUS, M30)

Decision analytical model for early assessment

Decision analytical model for early assessment. This decision model will be delivered as an interactive dashboard in which parameters of the decision analytical (e.g. expected sensitivity and specificity of new diagnostic tool) could be changed and which shows the impact of the new diagnostic tool on health outcomes of patients and its cost effectiveness. (Task 6.2, RUMC, M18)

Implementation of the central databank

Implementation of the central databank Implementation of a central data storage platform at the TSDSSD server at UiO Task 22 DNV GL M12

AI-Medical Device software compliance requirements map

AIMedical Device software compliance requirements map Task 12 OsloMet M8

Guidelines for data management and sharing (Data Governance Plan)

Guidelines for data management and data sharing Data Governance Plan Task 13 DNV GL M9

Health technology assessment framework for AI-Mind

Health technology assessment framework for AI-Mind. The deliverable will describe a detailed plan for the HTA approach covering all relevant aspects of each HTA domain, including indicators, time frame, tools and collaborations. (Task 6.1, UCSC, M7)

Dissemination and Communication Plan

Dissemination and Communication Plan Task 71 M12 accelCH

AI-Mind data governance and data management protection framework

AIMind data governance and data management protection framework Report describing how the data will be managed and processed to ensure legal compliance including security measures Task 14 DNV GL M12

Websites, patent fillings, videos etc. (1)

Website establishment and focus group organisation

Website establishment and focus group organisation (Task 7.4, M3, accelCH)

Publikacje

Peer reviewed articles (10)

Advancing EEG prediction with deep learning and uncertainty estimation

Autorzy: Mats Tveter, Thomas Tveitstøl, Christoffer Hatlestad-Hall, Ana S. Pérez T., Erik Taubøll, Anis Yazidi, Hugo L. Hammer, Ira R. J. Hebold Haraldsen
Opublikowane w: Brain Informatics, Numer 11, 2024, ISSN 2198-4018
Wydawca: Springer Science and Business Media LLC
DOI: 10.1186/s40708-024-00239-6

Health technology assessment framework for artificial intelligence-based technologies

Autorzy: Rossella Di Bidino, Signe Daugbjerg, Sara C. Papavero, Ira H. Haraldsen, Americo Cicchetti, Dario Sacchini
Opublikowane w: International Journal of Technology Assessment in Health Care, Numer 40, 2024, ISSN 0266-4623
Wydawca: Cambridge University Press
DOI: 10.1017/s0266462324000308

A systematic literature review of user trust in AI-enabled systems: an HCI perspective

Autorzy: Amna Khana, Tita Alissa Bach, Harry Hallockb, Gabriela Beltrão, and Sonia Sousa
Opublikowane w: International Journal of Human–Computer Interaction, 2022, ISSN 1044-7318
Wydawca: Lawrence Erlbaum Associates Inc.
DOI: 10.1080/10447318.2022.2138826

Challenges and Trends in User Trust Discourse in AI Popularity

Autorzy: Sonia Sousa , José Cravino and Paulo Martins
Opublikowane w: Multimodal Technologies and Interactions, Numer vol 7, 2, 2023, Strona(/y) 13, ISSN 2414-4088
Wydawca: MDPI
DOI: 10.3390/mti7020013

EEG electrodes and where to find them: automated localization from 3D scans

Autorzy: Mats Tveter, Thomas Tveitstøl, Tønnes Nygaard, Ana S Pérez T, Shrikanth Kulashekhar, Ricardo Bruña, Hugo L Hammer, Christoffer Hatlestad-Hall, Ira R J Hebold Haraldsen
Opublikowane w: Journal of Neural Engineering, Numer 21, 2024, Strona(/y) 056022, ISSN 1741-2560
Wydawca: Institute of Physics Publishing
DOI: 10.1088/1741-2552/ad7c7e

Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models

Autorzy: Thomas Tveitstøl, Mats Tveter, Ana S. Pérez T., Christoffer Hatlestad-Hall, Anis Yazisi, Hugo L. Hammer, Ira R. J. Hebold Haraldsen
Opublikowane w: Frontiers in Neuroinformatics, Numer Vol. 17, 2024, ISSN 1662-5196
Wydawca: Frontiers Research Foundation
DOI: 10.3389/fninf.2023.1272791

Bayesian reduced rank regression models generalizable neural fingerprints that differentiate between individuals in magnetoencephalography data

Autorzy: Joonas Haakana, Susanne Merz, Samuel Kaski, Hanna Renvall, Riitta Salmelin
Opublikowane w: European Journal of Neuroscience, Numer 59, 2024, Strona(/y) 2320-2335, ISSN 0953-816X
Wydawca: Blackwell Publishing Inc.
DOI: 10.1111/ejn.16292

Intelligent digital tools for screening of brain connectivity and dementia risk estimation in people affected by mild cognitive impairment: The AI-Mind clinical study protocol

Autorzy: Ira H Haraldsen, Christoffer Hatlestad-Hall, Camillo Marra, Hanna Renvall, Fernando Maestú, Jorge Acosta-Hernández, Soraya Alfonsin, Vebjørn Andersson, Abhilash Anand, Victor Ayllón, Aleksandar Babic, Asma Belhadi, Cindy Birck, Ricardo Bruña, Naike Caraglia, Claudia Carrarini, Erik Christensen, Americo Cicchetti, Signe Daugbjerg, Rossella Di Bidino, Ana Diaz-Ponce, Ainar Drews, Guido Maria Gi
Opublikowane w: Frontiers in Neurorobotics, Numer Vol. 17, 2024, ISSN 1662-5218
Wydawca: Frontiers Research Foundation
DOI: 10.3389/fnbot.2023.1289406

Early dementia diagnosis, MCI-to-dementia risk prediction, and the role of machine learning methods for feature extraction from integrated biomarkers, in particular for EEG signal analysis.

Autorzy: Prof. Paolo Maria Rossini, Fabrizio Vecchio, Francesca Miraglia
Opublikowane w: Alzheimer's & Dementia: The Journal of the Alzheimer's Association, Numer vol 18, 12, 2022, Strona(/y) 2699-2706, ISSN 1552-5279
Wydawca: Wiley
DOI: 10.1002/alz.12645

Prognostic Information on Progression to Dementia: Quantification of the Impact on Quality of Life

Autorzy: Robin Jeanna Vermeulen, Bram Roudijk, Tim Martin Govers, Maroeska Mariet Rovers, Marcel Gerardus Maria Olde Rikkert, Ben Franciscus Martinus Wijnen
Opublikowane w: Journal of Alzheimer’s Disease, Numer 97, 2024, Strona(/y) 1829-1840, ISSN 1387-2877
Wydawca: IOS Press
DOI: 10.3233/jad-231037

Conference proceedings (2)

User Interface Design for AI-Based Clinical Decision-Support System

Autorzy: Beltrão, Gabriela; Paramonova, Iuliia; Sousa, Sonia
Opublikowane w: 17th Iberian Conference on Information Systems and Technologies (CISTI), Numer 14, 2022, ISSN 2166-0727
Wydawca: IEEE
DOI: 10.23919/cisti54924.2022.9820378

Inducing Inductive Bias in Vision Transformer for EEG Classification

Autorzy: Rabindra Khadka, Pedro G. Lind, Gustavo Mello, Michael A. Riegler, Anis Yazidi
Opublikowane w: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, Strona(/y) 2096-2100
Wydawca: IEEE
DOI: 10.1109/icassp48485.2024.10446429