AI-BASED PERSONALISED CARE FOR RESPIRATORY DISEASE USING MULTI-MODAL DATA IN PATIENT STRATIFICATION

Informacje na temat projektu

AI4LUNGS

Identyfikator umowy o grant: 101080756

DOI

10.3030/101080756

Data podpisania przez KE 7 Grudnia 2023

Data rozpoczęcia 1 Stycznia 2024

Data zakończenia 30 Czerwca 2027

Finansowanie w ramach

• Health

Koszt całkowity

€ 6 937 771,25

Wkład UE

€ 6 937 771,25

Koordynowany przez

INESC TEC - INSTITUTO DE ENGENHARIADE SISTEMAS E COMPUTADORES, TECNOLOGIA E CIENCIA
Portugal

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

Other (2)

Dedicated public project website

This deliverable represents the website designed which will be connected with social media to communicate project achievements, build a community and increase engagement

DERA® Report (1st)

This initial report identifies the digital ethical risks of the AI4Lung

Documents, reports (3)

Dissemination & Communication Plan

This report will present the disseminaion and comunication plan

AI4Lungs personal data protection manual and Regulatory Acceptability Plan (1st)

This initial report will represents the personal data protection manual and the Regulatory Acceptability Plan prepared to EMA in order to receive advice regarding the qualification of the AI4Lungs system for use in hospitals

Kick-off meeting

This report will demonstrate all activities conducted during the kick-off meeting

Data Management Plan (1)

Data management Plan (DMP) and Protection of Personal Data (POPD)

This deliverable will demonstrate the data management plan (DMP) and an initial set of requirements that will guide the process of data collection along the project.

Publikacje

Thesis and dissertations (13)

Evaluating Different Inputs for Lung Cancer Classification

Autorzy: Gabriel Colonese, Joana Sousa, Tania Pereira, Helder Oliveira
Opublikowane w: 2026
Wydawca: University of Porto

Semi-Supervised Learning for Interstitial Lung Disease Finding Segmentation in High-Resolution Computed Tomography

Autorzy: Mariana Santos, Tânia Melo, João Pedrosa
Opublikowane w: 2026
Wydawca: University of Porto

DicomLens: A Web-based Clinical Annotation and Visualization Tool for Medical Imaging

Autorzy: Ubaldo Senete, Joana Sousa, Margarida Gouveia, Miguel Romariza, Tania Pereira, Helder Oliveira
Opublikowane w: 2026
Wydawca: University of Porto

Generalization and Fairness of Deep Learning Models for Lung Cancer Screening

Autorzy: Gonçalo Melo, Margarida Gouveia, Tania Pereira, Helder Oliveira
Opublikowane w: 2026
Wydawca: University of Porto

Development of a communication interface for coherent remote use of a clinical decision support system

Autorzy: Sinan Riedel
Opublikowane w: 2025
Wydawca: Rhineland-Palatine Technical University Kaiserslautern-Landau

Multimodal Deep Learning for Lung Cancer Characterization using PET and CT Imaging

Autorzy: Pedro Martins, Margarida Gouveira, Tania Pereira, Helder Oliveira
Opublikowane w: 2026
Wydawca: University of Porto

Extending entropic learning methods to categorical features

Autorzy: Paul Gabelmann
Opublikowane w: 2025
Wydawca: RPTU - Kaiserslautern

Quantitative CT Analysis of Airways and Parenchyma in Pulmonary Fibrosis

Autorzy: Francesca Saglimbani, João Pedrosa, Giuseppe Averta
Opublikowane w: 2026
Wydawca: Politecnico di Torino

Imaging-Based Progression Prediction in Interstitial Lung Disease

Autorzy: Francesco Passiatore, Tânia Melo, Giuseppe Averta
Opublikowane w: 2026
Wydawca: Politecnico di Torino

Handling missing information with entropic learning methods

Autorzy: Henry Wißman
Opublikowane w: 2025
Wydawca: RPTU - Kaiserslautern

Semi-Supervised Lung Nodule Malignancy Classification using Visual Attibute Pseudo-Labels

Autorzy: Jose Machado, Eduardo Rodrigues, Tania Pereira, Helder Oliveira
Opublikowane w: 2026
Wydawca: University of Porto

Predicting Mortality in Idiopathic Pulmonary Fibrosis through Morphometric Analysis

Autorzy: Carolina Alves, Joseph Jacobs, João Pedrosa
Opublikowane w: 2026
Wydawca: University of Porto

Development of an analytic process for the usage data of a clinical decision support system

Autorzy: Aniket Anil Surve
Opublikowane w: 2025
Wydawca: Rhineland-Palatine Technical University Kaiserslautern-Landau

Conference proceedings (6)

Toward Generalizable Radiomics Models for EGFR Mutation Prediction: A Multi-Dataset Evaluation

Autorzy: Madalena Pereira, Tânia Mendes, Venceslau Hespanhol, Hélder P. Oliveira, Tania Pereira
Opublikowane w: 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2026
Wydawca: IEEE
DOI: 10.1109/BIBM66473.2025.11356908

Using a Multi-Dataset Evaluation for EGFR Mutation Prediction

Autorzy: Madalena Pereira, Tânia Mendes, Venceslau Hespanhol, Hélder P. Oliveira, Tania Pereira
Wydawca: RECPAD

Incremental Learning with Experience Replay for Lung Segmentation in CT Scans

Autorzy: Joana Vale Sousa, Hélder P. Oliveira, Tania Pereira
Wydawca: RECPAD

From Pixels to Pathways: AI-Based Approaches for Multimodal Lung Cancer Classification

Autorzy: Sofia Gonçalves, Joana Vale Sousa, Margarida Gouveia, Maria Amaro, Hélder P. Oliveira, Tania Pereira
Opublikowane w: 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2026
Wydawca: IEEE
DOI: 10.1109/BIBM66473.2025.11356482

A Two-Stage U-Net framework for Interactive Segmentation of lung nodules in CT Scans

Autorzy: Luis Fernandes, Tania Pereira, Helder P. Oliveira
Wydawca: MMIA

Incrementally Learning to Segment the Lungs: Similarities and Differences Across Institutions

Autorzy: Joana Vale Sousa, Hélder P. Oliveira, Tania Pereira
Opublikowane w: 2025 IEEE 25th International Conference on Bioinformatics and Bioengineering (BIBE), 2025
Wydawca: IEEE
DOI: 10.1109/BIBE66822.2025.00039

Peer reviewed articles (3)

Entropic perspective on AI resilience, data-minimal learning and optimal control

Autorzy: Illia Horenko
Opublikowane w: Communications in Applied Mathematics and Computational Science, Numer 20, 2025, ISSN 2157-5452
Wydawca: Mathematical Sciences Publishers
DOI: 10.2140/CAMCOS.2025.20.231

Entropy

Autorzy: Davide Bassetti; Lukáš Pospíšil; Illia Horenko
Opublikowane w: Entropy, Numer 26, 2024, ISSN 1099-4300
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/E26070553

XXXIII Congresso de Pneumologia do Norte e as XXXIX Jornadas Galaico Durienses: Posters

Opublikowane w: Pulmonology, Numer 32, 2026, ISSN 2531-0429
Wydawca: Informa UK Limited
DOI: 10.1080/25310429.2026.2647637