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ORCID2nd AIiH 2025: Cambridge, UK - Part II
- Daniele Cafolla, Timothy Rittman, Hao Ni:
Artificial Intelligence in Healthcare - Second International Conference, AIiH 2025, Cambridge, UK, September 8-10, 2025, Proceedings, Part II. Lecture Notes in Computer Science 16039, Springer 2026, ISBN 978-3-032-00655-4
Machine and Deep Learning Approaches for Health Data
- Sonia Koszut, Sam Nallaperuma Herzberg, Pietro Lio:
Decoding the Stressed Brain with Geometric Machine Learning. 3-16 - Ali Guran, Avishek Siris, Gary K. L. Tam, James Chess, Xianghua Xie:
Integrating Rule-Based eGFR Labels with Expert GP Annotations: A Multi-method Framework for CKD Classification. 17-30 - Hirad Daneshvar
, Reza Samavi:
GNN's Uncertainty Quantification Using Self-distillation. 31-45 - Hanchi Ren, Jingjing Deng, Xianghua Xie, Xiaoke Ma, Jianfeng Ma:
Safeguarding Privacy for Medical Data with a Novel Key-Lock Module in Federated Learning. 46-58 - Aitor Oviedo-Madrid, José González-Gomariz, Rubén Armañanzas:
A Bayesian Framework for Multi-layered Gene Regulation: Integrating Expression Data with Curated Knowledge. 59-72
Maternity and Women's Health and Wellbeing
- Zhen Zhu:
Leveraging Pretrained Language Models for Maternal Health Monitoring in Online Communities. 75-86 - Adarsa Sivaprasad, Ehud Reiter, David J. Mclernon, Nava Tintarev, Siladitya Bhattacharya, Nir Oren:
Patient-Centred Explainability in IVF Outcome Prediction. 87-99 - Andrea Heaney, Emma Murphy, Eugene Hickey:
From Clinic to Code: Using Clinician Insights to Develop a Framework for Fair and Representative Datasets in Women's Health AI. 100-114
Assisted Living Technology
- Chris Lochhead, Longfei Chen, Robert B. Fisher, Rhona Lochhead:
Investigating the Applicability of Gait-Based Health Assessment in a Domestic Environment. 117-130 - Longfei Chen, Chris Lochhead, Robert B. Fisher, Nusa Faric, Jacques D. Fleuriot, Subramanian Ramamoorthy:
Evaluating Personalised Beneficial Interventions in the Daily Lives of Older Adults Using a Camera. 131-141 - Maimunatu Tunau, Vincent Gbouna Zakka, Zhuangzhuang Dai:
Enhanced Sparse Point Cloud Data Processing for Privacy-Aware Human Action Recognition. 142-155
AI in Mental Health
- Chen Hascalovitz, Raywat Deonandan:
Unmasking the Algorithm: Bridging Innovation and Ethics in AI-Enabled Psychological Care. 159-171 - Dalia Attas:
Hybrid Depression Detection from Spontaneous Speech via RFE-Majority Voting and WavLM-Based Attention. 172-186 - V. Navarro-Ovando, J. Rijksbaron, G. Dumont, Cristian Rodrìguez Rivero:
Breathalyzer as a Remote Monitoring and Support System for AUD: Early Findings on Dropout and Relapse Prediction Using Machine Learning. 187-200
Intelligent Systems and Robotics
- Toshie Takahashi:
Human-Centred Design of AI-Driven Robots for Healthcare in a Global Context: A Case Study of AIREC (AI-Driven Robots for Embrace and Care). 203-216 - Akhmejanov Sayat, Nursultan Zhetenbayev, Sultan Aidos, Arman Uzbekbayev, Gani Sergazin, Ozhikenov Kassymbek:
Development of an Adaptive Foot Prosthesis with an Elastic Element and Shock-Absorbing Sole Without the Use of Electric Actuators. 217-231 - Giovanni Mastrangelo, Betsy Dayana Marcela Chaparro Rico, Chelsea Starbuck, Matteo Russo, Marco Ceccarelli, Daniele Cafolla:
A Protocol for Analysing Ankle Motion Data: A Standardized Approach to Kinematic Assessment. 232-243
AI in Echocardiography
- Preshen Naidoo, Patricia Fernandes, Isreal Ufumaka, Nasim Dadashi Serej, James P. Howard, Darrel P. Francis, Charlotte Manisty, Massoud Zolgharni:
Spatiotemporal Contrastive Learning for Echocardiography View Classification. 247-260 - Jevgeni Jevsikov, Catherine C. Stowell, Tiffany Ng, Beth Unsworth, Massoud Zolgharni, Darrel P. Francis, Charlotte H. Manisty, Matthew J. Shun-Shin:
Robustness of Human vs. AI Measurements Under Progressive Image Degradation. 261-268 - Patricia Fernandes, Preshen Naidoo, Isreal Ufumaka, Sara Adibzadeh, Eman Alajrami, Jevgeni Jevsikov, Nasim Dadashi Serej, James P. Howard, Matthew J. Shun-Shin, Charlotte Manisty, Darrel P. Francis, Massoud Zolgharni:
Deep Learning for Assessing Rotational Misalignment in Echocardiographic Imaging. 269-282 - Sara Adibzadeh, Patricia Fernandes, Mayur Agrawal, Nasim Dadashi Serej, Ali Gheitasy, Massoud Zolgharni:
A Clinician-Centred Interface for AI-Powered Echocardiographic Image Quality Feedback. 283-296
Medical Signal and Image Processing
- Zihao Han, Philippe De Wilde, Marco Santopietro:
Domain-Aligned OCT Pre-training: Enhancing Retinal Disease Diagnosis Through Cross-Anatomy Vision Transformers. 299-312 - Kevin Monteiro, Sam Nallaperuma-Herzberg, Martina Mason, Steve Niederer:
Graph Convolutional Neural Networks to Model the Brain for Insomnia. 313-326 - Matthew J. Cockayne, Marco Ortolani, Baidaa Al-Bander:
Classification-to-Segmentation: Class Activation Mapping for Zero-Shot Skin Lesion Segmentation. 327-340 - Aboubakr Aakaou, Karl Thurnhofer-Hemsi, Enrique Domínguez:
Skin Lesion Hybrid Classification and Segmentation Based on Extracted Deep Features. 341-350 - Sarah Costa, Hassan Eshkiki, Fabio Caraffini, Christopher H. George:
Enhancing Cardiac Cell Networks Segmentation via Hybrid Supervised and Zero-Shot Strategies. 351-365 - Subrata Sarkar, Debjit Dhar, Rajib Sarkar, Sanjoy Kumar Saha, Tapabrata Chakraborti:
Detection of Multiple Cardiac Disorders Based on Heartbeat Morphology and Time Segment Analysis of ECG Signals. 366-381 - Nada Alamoudi, Maria del C. Valdés Hernández, Sohan Seth, Joanna M. Wardlaw, Miguel O. Bernabeu:
Robust Windowing Harmonisation for Improved Cross-Scanner Generalisation of White Matter Hypoattenuation Segmentation in Brain CT Clinical Scans. 382-395 - P. J. Hartley, J. Edwards, E. Akinola, W. Joseph MacInnes:
Vision Transformers for Interpreting ECG Diagrams. 396-405 - Vasiles Balabanis, Jiaxiang Zhang, Xianghua Xie, Su Yang:
Categorizing Acquisition Intervals from Whole-Brain MEG Functional Connectivity. 406-416
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