- Medical, Communications and Networking.- Geometric Perception of the Brain: a Classical Approach using Image Segmentation.- Determination of Effective Connectivity of Brain Activity in the Resting Brain.- Evanescent Wave Filtering for Ultrasound RF-Data Compression.- SpinalTracking: An Application to Help Track Spinal Deformities.- Optimising Wheelchair Path Planning.- eDEM-CONNECT: An ontology-based chatbot for family caregivers of people with dementia.- Digital Imaging and Communications in Medicine (DICOM).
Biomedical, and Health Informatics.- A Cascade Approach for Automatic Segmentation of Coronary Arteries Calcification in Computed Tomography Images using Deep Learning.- Evaluation of Transfer Learning with a U-Net Architectures for Kidney Segmentation.- Training U-Net with Proportional Image Division for Retinal Structure Segmentation.- Eff-Unet For Automated Trachea Segmentation On CT Images.- A Vision Transformer Approach to Fundus Image Classification.- Glaucoma Grading Using Fundus Images.- Automatic Detection of Pathologies in Medical Images Using Deep Features and Machine Learning.
- Segmentation in Capsule Endoscopy Images Using TransUNet.- Automating the Annotation of Medical Images in Capsule Endoscopy through Convolutional Neural Networks and CBIR.- Similarity-Based Explanations for Deep Interpretation of Capsule Endoscopy Images.- Deep Learning Applications in Histopathological Images.- Tooth Detection and Numbering in Panoramic Radiographs using YOLOv8-Based Approach.- Automatic Detection of Polyps Using Deep Learning.- Detection of Landmarks in X-Ray Images through Deep Learning.- Performance analysis of CNN models in the detection and classification of diabetic retinopathy.
- Deep Learning Model Evaluation and Insights in Inherited Retinal Disease Detection.- Indoor air quality in a residential building - a health issue.- Identification and detection in building images of biological growths - prevent a health issue.- Informative classification of Capsule Endoscopy videos using Active Learning.- Multimedia e-health data exchange services. Signal/Data Processing and Computing For Health Systems.- Develop method to eiciently apply image-based facial emotion classification models to video data.- DeepSquitoes: A mobile system framework for the surveillance of disease-carrying mosquitoes.
- BrainGain: a technological approach for increasing consciousness in coma patients.- PHPlace: A New Perspective on Managing Pelvic Organ Prolapse Through Mobile Applications.- Behavioural Changes using mHealth: An Experimental Case Study.- Gym at Home - A Proof-of-Concept.- Automatic Food Labels Reading System.- Transfer Learning to Detect COVID-19 Coughs with Incremental Addition of Patient Coughs to Healthy People's Cough Detection Models.- EEG monitoring in driving using embedded systems.- Complex systems and optimal pandemic control.
- Automated Classification of Prostate Cancer Severity using Pre-trained Models.