Fani Deligianni

90 papers A 6B 7C 5Misc 1Journal 42Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beat-ssl: Capturing Local ECG Morphology through Heartbeat-level Contrastive Learning with Soft Targets. CoRR Muhammad Ilham Rizqyawan, Peter Macfarlane, Stathis Hadjidemetriou, Fani Deligianni
2026	J	`jnl`	Privacy-Preserving Federated Action Recognition via Differentially Private Selective Tuning and Efficient Communication. CoRR Idris Zakariyya, Pai Chet Ng, Kaushik Bhargav Sivangi, Seyed Mohammad Sheikholeslami, Konstantinos N. Plataniotis, Fani Deligianni
2025	J	`jnl`	Artificial Intelligence-Driven Clinical Decision Support Systems. CoRR Muhammet Alkan, Idris Zakariyya, Samuel Leighton, Kaushik Bhargav Sivangi, Christos Anagnostopoulos, Fani Deligianni
2025	J	`jnl`	Certainty-Guided Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation. IEEE Trans. Biomed. Eng. Qianying Liu, Xiao Gu, Paul Henderson, Hang Dai, Fani Deligianni
2025	J	`jnl`	Cross-Subject and Cross-Montage EEG Transfer Learning via Individual Tangent Space Alignment and Spatial-Riemannian Feature Fusion. CoRR Nicole Lai-Tan, Xiao Gu, Marios G. Philiastides, Fani Deligianni
2025	J	`jnl`	Differentially Private 2D Human Pose Estimation. CoRR Kaushik Bhargav Sivangi, Idris Zakariyya, Paul Henderson, Fani Deligianni
2025	A	`conf`	Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-Based Human Activity Recognition. WACV Idris Zakariyya, Linda Tran, Kaushik Bhargav Sivangi, Paul Henderson, Fani Deligianni
2025	J	`jnl`	Electronic Health Records: Towards Digital Twins in Healthcare. CoRR Muhammet Alkan, Hester Huijsdens, Yola Jones, Fani Deligianni
2025	J	`jnl`	Grounding Chest X-Ray Visual Question Answering with Generated Radiology Reports. CoRR Francesco Dalla Serra, Patrick Schrempf, Chaoyang Wang, Zaiqiao Meng, Fani Deligianni, Alison Q. O'Neil
2025	A	`conf`	Learning Semi-Supervised Medical Image Segmentation from Spatial Registration. WACV Qianying Liu, Paul Henderson, Xiao Gu, Hang Dai, Fani Deligianni
2025	J	`jnl`	Predicting Cardiopulmonary Exercise Testing Outcomes in Congenital Heart Disease Through Multi-modal Data Integration and Geometric Learning. CoRR Muhammet Alkan, Gruschen Veldtman, Fani Deligianni
2025	J	`jnl`	Your Eyes Controlled the Game: Real-Time Cognitive Training Adaptation based on Eye-Tracking and Physiological Data in Virtual Reality. CoRR Dominik Szczepaniak, Monika Harvey, Fani Deligianni
2024	B	`conf`	Autofusion: Fusing Multi-Modalities with Interactions. KES Thuy-Trinh Nguyen, Fani Deligianni, Hoang D. Nguyen
2024	B	`conf`	CL-FML: Cluster-Based & Label-Aware Federated Meta-Learning for On-Demand Classification Tasks. DSAA Tahani Aladwani, Christos Anagnostopoulos, Shameem Puthiya Parambath, Fani Deligianni
2024	J	`jnl`	Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-based Human Activity Recognition. CoRR Idris Zakariyya, Linda Tran, Kaushik Bhargav Sivangi, Paul Henderson, Fani Deligianni
2024	B	`conf`	Fusion of Spatial and Riemannian Features to Enhance Detection of Gait Adaptation Mental States During Rhythmic Auditory Stimulation. ACII Nicole Lai-Tan, Marios G. Philiastides, Fani Deligianni
2024	J	`jnl`	GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation. CoRR Athanasios Tragakis, Qianying Liu, Chaitanya Kaul, Swalpa Kumar Roy, Hang Dai, Fani Deligianni, Roderick Murray-Smith, Daniele Faccio
2024	—	`conf`	Glfnet: Global-Local (Frequency) Filter Networks for Efficient Medical Image Segmentation. ISBI Athanasios Tragakis, Qianying Liu, Chaitanya Kaul, Swalpa Kumar Roy, Hang Dai, Fani Deligianni, Roderick Murray-Smith, Daniele Faccio
2024	A	`conf`	Knowledge Distillation with Global Filters for Efficient Human Pose Estimation. BMVC Kaushik Bhargav Sivangi, Fani Deligianni
2024	J	`jnl`	Learning Semi-Supervised Medical Image Segmentation from Spatial Registration. CoRR Qianying Liu, Paul Henderson, Xiao Gu, Hang Dai, Fani Deligianni
2024	—	`conf`	ML-Driven Cognitive Workload Estimation in a VR-based Sustained Attention Task ISMAR-Adjunct Dominik Szczepaniak, Monika Harvey, Fani Deligianni
2024	B	`conf`	Predictive Modelling of Cognitive Workload in VR: An Eye-Tracking Approach. ETRA Dominik Szczepaniak, Monika Harvey, Fani Deligianni
2024	—	`conf`	Riemannian Prediction of Anatomical Diagnoses in Congenital Heart Disease Based on 12-Lead ECGS. ISBI Muhammet Alkan, Gruschen Veldtman, Fani Deligianni
2024	—	`conf`	The Price of Labelling: A Two-Phase Federated Self-learning Approach. ECML/PKDD (4) Tahani Aladwani, Shameem Puthiya Parambath, Christos Anagnostopoulos, Fani Deligianni
2024	J	`jnl`	Threat Perception Captured by Emotion, Motor and Empathetic System Responses: A Systematic Review. IEEE Trans. Affect. Comput. Elizabeth M. Jacobs, Fani Deligianni, Frank E. Pollick
2023	—	`conf`	Adversarial Attention for Human Motion Synthesis. SSCI Matthew Malek-Podjaski, Fani Deligianni
2023	J	`jnl`	Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction. CoRR Yola Jones, Fani Deligianni, Jeff Dalton, Pierpaolo Pellicori, John G. F. Cleland
2023	—	`conf`	Controllable Chest X-Ray Report Generation from Longitudinal Representations. EMNLP (Findings) Francesco Dalla Serra, Chaoyang Wang, Fani Deligianni, Jeff Dalton, Alison O'Neil
2023	J	`jnl`	Controllable Chest X-Ray Report Generation from Longitudinal Representations. CoRR Francesco Dalla Serra, Chaoyang Wang, Fani Deligianni, Jeffrey Dalton, Alison Q. O'Neil
2023	—	`conf`	Finding-Aware Anatomical Tokens for Chest X-Ray Automated Reporting. MLMI@MICCAI (1) Francesco Dalla Serra, Chaoyang Wang, Fani Deligianni, Jeff Dalton, Alison Q. O'Neil
2023	J	`jnl`	Finding-Aware Anatomical Tokens for Chest X-Ray Automated Reporting. CoRR Francesco Dalla Serra, Chaoyang Wang, Fani Deligianni, Jeffrey Dalton, Alison Q. O'Neil
2023	A	`conf`	Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation. BMVC Qianying Liu, Xiao Gu, Paul Henderson, Fani Deligianni
2023	J	`jnl`	Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation. CoRR Qianying Liu, Xiao Gu, Paul Henderson, Fani Deligianni
2023	B	`conf`	Multimodal Machine Learning for Mental Disorder Detection: A Scoping Review. KES Thuy-Trinh Nguyen, Viet Hoang-Quoc Pham, Duc-Trong Le, Xuan-Son Vu, Fani Deligianni, Hoang D. Nguyen
2023	Misc	`conf`	Optimizing Vision Transformers for Medical Image Segmentation. ICASSP Qianying Liu, Chaitanya Kaul, Jun Wang, Christos Anagnostopoulos, Roderick Murray-Smith, Fani Deligianni
2023	—	`conf`	Query-driven Edge Node Selection in Distributed Learning Environments. ICDEW Tahani Aladwani, Christos Anagnostopoulos, Kostas Kolomvatsos, Ibrahim Alghamdi, Fani Deligianni
2023	J	`jnl`	Riemannian Prediction of Anatomical Diagnoses in Congenital Heart Disease based on 12-lead ECGs. CoRR Muhammet Alkan, Gruschen Veldtman, Fani Deligianni
2023	J	`jnl`	Threat Perception Modulation by Capturing Emotion, Motor and Empathetic System Responses: A Systematic Review. CoRR Elizabeth M. Jacobs, Fani Deligianni, Frank E. Pollick
2023	J	`jnl`	Toward Personalized Music-Therapy: A Neurocomputational Modeling Perspective. IEEE Pervasive Comput. Nicole Lai-Tan, Marios G. Philiastides, Fahim Kawsar, Fani Deligianni
2023	J	`jnl`	Towards personalised music-therapy; a neurocomputational modelling perspective. CoRR Nicole Lai, Marios G. Philiastides, Fahim Kawsar, Fani Deligianni
2022	J	`jnl`	Adversarial Attention for Human Motion Synthesis. CoRR Matthew Malek-Podjaski, Fani Deligianni
2022	—	`conf`	CMRE-UoG team at ImageCLEFmedical Caption 2022: Concept Detection and Image Captioning. CLEF (Working Notes) Francesco Dalla Serra, Fani Deligianni, Jeffrey Dalton, Alison Q. O'Neil
2022	J	`jnl`	Eye-Tracking for Performance Evaluation and Workload Estimation in Space Telerobotic Training. IEEE Trans. Hum. Mach. Syst. Yao Guo, Daniel R. Freer, Fani Deligianni, Guang-Zhong Yang
2022	J	`jnl`	Improving ECG Classification Interpretability using Saliency Maps. CoRR Yola Jones, Fani Deligianni, Jeff Dalton
2022	—	`conf`	Improving Image Representations via MoCo Pre-training for Multimodal CXR Classification. MIUA Francesco Dalla Serra, Grzegorz Jacenków, Fani Deligianni, Jeff Dalton, Alison Q. O'Neil
2022	—	`conf`	Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations. AACL/IJCNLP (1) Francesco Dalla Serra, William Clackett, Hamish MacKinnon, Chaoyang Wang, Fani Deligianni, Jeff Dalton, Alison Q. O'Neil
2022	J	`jnl`	Optimizing Vision Transformers for Medical Image Segmentation. CoRR Qianying Liu, Chaitanya Kaul, Jun Wang, Christos Anagnostopoulos, Roderick Murray-Smith, Fani Deligianni
2022	—	`conf`	Workshop: Converge of Edge Intelligence in IoT (EdgeA-IoT 2022). WF-IoT Christos Anagnostopoulos, Fani Deligianni, Kostas Kolomvatsos, Jordi Mateo-Fornés
2021	—	`conf`	A Single RGB Camera Based Gait Analysis With A Mobile Tele-Robot For Healthcare. EMBC Ziyang Wang, Fani Deligianni, Irina Voiculescu, Guang-Zhong Yang
2021	J	`jnl`	Cross-Subject and Cross-Modal Transfer for Generalized Abnormal Gait Pattern Recognition. IEEE Trans. Neural Networks Learn. Syst. Xiao Gu, Yao Guo, Fani Deligianni, Benny Lo, Guang-Zhong Yang
2021	—	`conf`	Intention Detection of Gait Adaptation in Natural Settings. SSCI Ines Domingos, Guang-Zhong Yang, Fani Deligianni
2021	J	`jnl`	Preserving Privacy in Human-Motion Affect Recognition. CoRR Matthew Malek-Podjaski, Fani Deligianni
2021	—	`conf`	Towards Explainable, Privacy-Preserved Human-Motion Affect Recognition. SSCI Matthew Malek-Podjaski, Fani Deligianni
2020	J	`jnl`	A Single RGB Camera Based Gait Analysis with a Mobile Tele-Robot for Healthcare. CoRR Ziyang Wang, Fani Deligianni, Qi Liu, Irina Voiculescu, Guang-Zhong Yang
2020	J	`jnl`	Coupled Real-Synthetic Domain Adaptation for Real-World Deep Depth Enhancement. IEEE Trans. Image Process. Xiao Gu, Yao Guo, Fani Deligianni, Guang-Zhong Yang
2020	C	`conf`	Improving ECG Classification Interpretability using Saliency Maps. BIBE Yola Jones, Fani Deligianni, Jeff Dalton
2020	J	`jnl`	On-Orbit Operations Simulator for Workload Measurement during Telerobotic Training. CoRR Daniel R. Freer, Yao Guo, Fani Deligianni, Guang-Zhong Yang
2019	J	`jnl`	3-D Canonical Pose Estimation and Abnormal Gait Recognition With a Single RGB-D Camera. IEEE Robotics Autom. Lett. Yao Guo, Fani Deligianni, Xiao Gu, Guang-Zhong Yang
2019	C	`conf`	Adaptive Riemannian BCI for Enhanced Motor Imagery Training Protocols. BSN Daniel R. Freer, Fani Deligianni, Guang-Zhong Yang
2019	C	`conf`	Comparison of Brain Networks Based on Predictive Models of Connectivity. BIBE Fani Deligianni, Jonathan D. Clayden, Guang-Zhong Yang
2019	J	`jnl`	From Emotions to Mood Disorders: A Survey on Gait Analysis Methodology. IEEE J. Biomed. Health Informatics Fani Deligianni, Yao Guo, Guang-Zhong Yang
2019	J	`jnl`	Intention Detection of Gait Adaptation in Natural Settings. CoRR Fani Deligianni, Ines Domingos, Guang-Zhong Yang
2018	J	`jnl`	A fusion framework to estimate plantar ground force distributions and ankle dynamics. Inf. Fusion Fani Deligianni, Charence Wong, Benny Lo, Guang-Zhong Yang
2018	J	`jnl`	Artificial Intelligence and Robotics. CoRR Javier Andreu-Perez, Fani Deligianni, Daniele Ravì, Guang-Zhong Yang
2018	C	`conf`	Markerless gait analysis based on a single RGB camera. BSN Xiao Gu, Fani Deligianni, Benny Lo, Wei Chen, Guang-Zhong Yang
2017	J	`jnl`	Deep Learning for Health Informatics. IEEE J. Biomed. Health Informatics Daniele Ravì, Charence Wong, Fani Deligianni, Melissa Berthelot, Javier Andreu-Perez, Benny Lo, Guang-Zhong Yang
2013	J	`jnl`	A Framework for Inter-Subject Prediction of Functional Connectivity From Structural Networks. IEEE Trans. Medical Imaging Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, David J. Sharp, Christian Ledig, Robert Leech, Daniel Rueckert
2013	—	`conf`	A Framework to Compare Tractography Algorithms Based on Their Performance in Predicting Functional Networks. MBIA Fani Deligianni, Chris A. Clark, Jonathan D. Clayden
2011	—	`conf`	A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections. IPMI Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
2011	—	`conf`	Exploiting hierarchy in structural brain networks. ISBI Fani Deligianni, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert, Daniel C. Alexander
2011	—	`conf`	Hierarchy in structural brain networks. MIUA Fani Deligianni, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert, Daniel C. Alexander
2011	—	`conf`	Inference of functional connectivity from direct and indirect structural brain connections. ISBI Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
2011	—	`conf`	Relating Brain Functional Connectivity to Anatomical Connections: Model Selection. MLINI Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
2010	—	`conf`	Inference of functional connectivity from structural brain connectivity. ISBI Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
2007	—	`—`	Visual augmentation for virtual environments in surgical training. Fani Deligianni
2006	—	`conf`	Non-rigid 2D-3D Registration with Catheter Tip EM Tracking for Patient Specific Bronchoscope Simulation. MICCAI (1) Fani Deligianni, Adrian James Chung, Guang-Zhong Yang
2006	J	`jnl`	Nonrigid 2-D/3-D Registration for Patient Specific Bronchoscopy Simulation With Statistical Shape Modeling: Phantom Validation. IEEE Trans. Medical Imaging Fani Deligianni, Adrian James Chung, Guang-Zhong Yang
2006	—	`conf`	Optical Mapping of the Frontal Cortex During a Surgical Knot-Tying Task, a Feasibility Study. MIAR Daniel Richard Leff, Peck Hui Koh, Rajesh Aggarwal, Julian J. H. Leong, Fani Deligianni, Clare E. Elwell, David T. Delpy, Ara Darzi, Guang-Zhong Yang
2006	J	`jnl`	Patient-specific bronchoscopy visualization through BRDF estimation and disocclusion correction. IEEE Trans. Medical Imaging Adrian James Chung, Fani Deligianni, Pallav L. Shah, Athol Wells, Guang-Zhong Yang
2006	C	`conf`	Source Recovery for Body Sensor Network. BSN Benny P. L. Lo, Fani Deligianni, Guang-Zhong Yang
2005	J	`jnl`	Extraction of visual features with eye tracking for saliency driven 2D/3D registration. Image Vis. Comput. Adrian James Chung, Fani Deligianni, Xiaopeng Hu, Guang-Zhong Yang
2005	A	`conf`	Gaze-Contingent Soft Tissue Deformation Tracking for Minimally Invasive Robotic Surgery. MICCAI George P. Mylonas, Danail Stoyanov, Fani Deligianni, Ara Darzi, Guang-Zhong Yang
2005	A	`conf`	Predictive Camera Tracking for Bronchoscope Simulation with CONDensation. MICCAI Fani Deligianni, Adrian James Chung, Guang Zhong
2005	—	`conf`	Soft-Tissue Motion Tracking and Structure Estimation for Robotic Assisted MIS Procedures. MICCAI (2) Danail Stoyanov, George P. Mylonas, Fani Deligianni, Ara Darzi, Guang-Zhong Yang
2005	B	`conf`	VIS-a-VE: Visual Augmentation for Virtual Environments in Surgical Training. EuroVis Adrian James Chung, Fani Deligianni, Pallav L. Shah, Athol Wells, Guang-Zhong Yang
2004	—	`conf`	Enhancement of Visual Realism with BRDF for Patient Specific Bronchoscopy Simulation. MICCAI (2) Adrian James Chung, Fani Deligianni, Pallav L. Shah, Athol Wells, Guang-Zhong Yang
2004	—	`conf`	Freehand Cocalibration of Optical and Electromagnetic Trackers for Navigated Bronchoscopy. MIAR Adrian James Chung, Philip J. Edwards, Fani Deligianni, Guang-Zhong Yang
2004	B	`conf`	Visual feature extraction via eye tracking for saliency driven 2D/3D registration. ETRA Adrian James Chung, Fani Deligianni, Xiaopeng Hu, Guang-Zhong Yang
2003	—	`conf`	pq-Space Based 2D/3D Registration for Endoscope Tracking. MICCAI (1) Fani Deligianni, Adrian James Chung, Guang-Zhong Yang
2002	J	`jnl`	Three-Dimensional Facial Adaptation for MPEG-4 Talking Heads. EURASIP J. Adv. Signal Process. Nikolaos Grammalidis, Nikolaos Sarris, Fani Deligianni, Michael G. Strintzis