Programme

Weakly supervised pre-training for brain tumour segmentation using principal axis measurements of tumour burden

Joshua E Mckone

Enhancing Generalization of CNN Models for Breast Lesion Classification from Ultrasound Images

Tahir Hassan

Medical Image Anonymisation

Guneet Kaur

Segmentation of White Matter Hyperintensities and Ischaemic Stroke Lesions in Structural MRI

A Deep Learning Based Approach to Semantic Segmentation of Lung Tumour Areas in Gross Pathology Images

Iterative Refinement Algorithm for Liver Segmentation Ground-Truth Generation using Fine-Tuning Weak Labels for CT and Structural MRI

M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks       

BliMSR: Blind degradation modelling for generating high-resolution medical images

Cubic Bézier curve approximation for the accurate estimation of perivascular spaces morphometrics in brain MRI

Stain-Invariant Representation for Tissue Classification in Histology Images

Variation in Mammography Imaging Equipment Impacts Artificial Intelligence Performance in Breast Cancer Screening

Mostafa Ahmed (Recording)

Cross-Modality Deep Transfer Learning: Application to Liver Segmentation in CT and MRI

Can SegFormer be a True Competitor to U-Net for Medical Image Segmentation?

Aakriti Mishra (Recording)

Deep Facial Phenotyping with Mixup Augmentation  

Jonathan Campbell

Atrial Fibrillation Prediction in Population with Ischemic Heart Disease using Machine Learning with Radiomics and ECG Markers 

Context Matters: Cross-domain Cell Detection in Histopathology Images via Contextual Regularization

TON-ViT: A Neuro-Symbolic AI based on Task Oriented Network with a Vision Transformer

A new similarity metric for deformable registration of MALDI-MS and MRI images

Decoding Individual and Shared Experiences of Media Perception using CNN architectures

Revolutionizing Cancer Diagnosis through Hybrid Self-supervised Deep Learning: EfficientNet with Denoising Autoencoder for Semantic Segmentation of Histopathological Images

Mostafa Ahmed (Recording)

Baseline Models for Action Recognition of Unscripted Casualty Care Dataset

Web-based AI System for Medical Image Segmentation

Mustapha Zokay (Recording)

Pseudo-SPR map Generation from MRI using U-Net Architecture for Ion Beam Therapy Application

Generalised 3D Medical Image Registration with Learned Shape Encodings

Retinal Image Screening with Topological Machine Learning

Baris Coskunuzer (Recording)

Binod Bhattarai

A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx Algorithm

Mustafa Abou Khatwa (Recording)

Mohammad Yaqub