Human-guided collaborative multi-objective design of explainable, fair and privacy-preserving AI for digital health

Informazioni relative al progetto

HarmonicAI

ID dell’accordo di sovvenzione: 101131117

DOI

10.3030/101131117

Data della firma CE 19 Ottobre 2023

Data di avvio 1 Gennaio 2024

Data di completamento 31 Dicembre 2027

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 791 200,00

Coordinato da

UNIVERSIDADE DE EVORA
Portugal

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (5)

Report on Fair AI

report on Bias Mitigation Techniques, AI Fairness Metrics and Operational Guidelines

DEC Plan

Dissemination, Exploitation Communication Plan

Specification for use cases
Report on Explainable AI

Report on Explainable AI Models and Evaluation Metrics

Report on Privacy-preserving AI

Report on Hybrid Learning Paradigm for Secure and Privacy-preserving AI

Websites, patent fillings, videos etc. (1)

Public website

Public website and project presentation

Data Management Plan (1)

DM Plan

Data Management Plan

Pubblicazioni

Conference proceedings (5)

Optimizing Small-Scale Surgery Scheduling with Large Language Model

Autori: Fang Wan, Julien Fondrevelle, Tao Wang, Kezhi Wang, Antoine Duclos
Pubblicato in: Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics, 2024
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0012894400003822

Wireless Single-Camera Markerless Motion Capture System for Healthcare Applications

Autori: Areej Athama, Apoorva Srivastava, Shengyang Huang, Kezhi Wang, Yongmin Li, Xiaojun Zhai
Pubblicato in: 2025 IEEE International Conference on High Performance Computing and Communications (HPCC), 2025
Editore: IEEE
DOI: 10.1109/HPCC67675.2025.00106

Semantic Communications for Healthcare Applications: Opportunities and Challenges

Autori: Athema, A; Wang, K; Chen, X; Li, Y
Pubblicato in: 2024 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT), 2024
DOI: 10.1109/BDCAT63179.2024.00066

FedTrans: Client-Transparent Utility Estimation for Robust Federated Learning

Autori: Mingkun Yang, Ran Zhu, Qing Wang, Jie Yang
Pubblicato in: ICLR, 2024
Editore: OpenReview/ICLR

Advanced SpikingYOLOX: Extending Spiking Neural Network on Object Detection with Spike-based Partial Self-Attention and 2D-Spiking Transformer

Autori: Wei Miao, Jiangrong Shen, Hongming Xu, Tommi Kärkkäinen, Qi Xu, Yi Xu, Fengyu Cong
Pubblicato in: Proceedings of the 33rd ACM International Conference on Multimedia, 2025
Editore: ACM
DOI: 10.1145/3746027.3754854

Peer reviewed articles (7)

Game-Theoretic Power Allocation and Client Selection for Privacy-Preserving Federated Learning in IoMT

Autori: Jingyuan Liu, Zheng Chang, Chaoxiong Ye, Shahid Mumtaz, Timo Hämäläinen
Pubblicato in: IEEE Transactions on Communications, 2025, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TCOMM.2024.3523968

ShuffleFL: Addressing Heterogeneity in Multi-Device Federated Learning

Autori: Ran Zhu, Mingkun Yang, Qing Wang
Pubblicato in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Numero 8, 2024, ISSN 2474-9567
Editore: Association for Computing Machinery (ACM)
DOI: 10.1145/3659621

Correlation-Driven Task Assignment for Multi-UAV Networks via Imitation Learning

Autori: H. Ren, Z. Chang and G. Min
Pubblicato in: IEEE Transactions on Vehicular Technology, ISSN 0018-9545
Editore: IEEE
DOI: 10.1109/TVT.2025.3575910

Enhancing healthcare resource allocation through large language models

Autori: Fang Wan, Kezhi Wang, Tao Wang, Hu Qin, Julien Fondrevelle, Antoine Duclos
Pubblicato in: Swarm and Evolutionary Computation, Numero 94, 2025, ISSN 2210-6502
Editore: Elsevier BV
DOI: 10.1016/j.swevo.2025.101859

Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks

Autori: Lu Yu, Zheng Chang, Yunjian Jia, Geyong Min
Pubblicato in: IEEE Transactions on Intelligent Transportation Systems, 2025, ISSN 1524-9050
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TITS.2025.3554247

Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks

Autori: Tao Huang, Jingyuan Liu, Zheng Chang, Yao Wei, Xu Zhao, Ying-Chang Liang
Pubblicato in: IEEE Transactions on Network and Service Management, 2025, ISSN 1932-4537
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TNSM.2025.3527651

Surgery scheduling based on large language models

Autori: Fang Wan, Tao Wang, Kezhi Wang, Yuanhang Si, Julien Fondrevelle, Shuimiao Du, Antoine Duclos
Pubblicato in: Artificial Intelligence in Medicine, Numero 166, 2025, ISSN 0933-3657
Editore: Elsevier BV
DOI: 10.1016/J.ARTMED.2025.103151