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2024 Spring:

• High Accuracy, Reduced Time (HART)-MRI: Convolutional neural network based cardiac MRI down-sampling reduces simulated acquisition-time with high diagnostic accuracy
• Complex Number Deep Networks for MRI Denoising and Reconstruction
• The Effect of Noise on Hemorrhage Detection using CT Scan Imaging
• Unmixing Fluorescent Channels for Breast Cancer Metabolic Imaging
• Enhancing Tumor Classification In MRI Images with Ghosting Artifacts
• Trainable CT Scan Scheduling for Optimised Radiation Dose
• The Effects of Reconstruction Filters on CBCT 2D U-Net Liver Segmentation
• Enhancing Glaucoma Detection through Optic Disc and Cup Segmentation in Fundus Images
• Optimized Real-time Facial Expression Recognition Based on YOLOv8
• Breast Lesion Classification From Digital Breast Tomosynthesis Images Using Convolutional Neural Networks

2022 Spring:

• Detection for Surgical Instruments using YOLOv3
• Determining optimal angles needed for sinogram classification
• Multispectral Semantic Segmentation for Autonomous Vehicles
• Deep Neural Networks with Physical Layers
• Learnable Quantization and Lesion Area Segmentation for COVID-19 lungs’ CT images
• Segmentation of lung CT scans to identify COVID-19 infection using U-Net CNN architecture
• Skin Lesion Classification with CNN and Physical Layers
• Optimizing CT scan slice count through Lesion detection using YOLO
• Evaluation of Influence of Physical Layers to Brain Segmentation
• MRI Image Healthy Abdominal Organ Segmentation with a U-Net model

2021 Spring:

• Determining the Impact of Motion Blur on the Segmentation of Tumors in Brain MR Images Using U-Net Architecture
• Towards Improving Classification of Suspected Abnormalities in Digital Breast Tomosynthesis Using Physical Layers
• Deep Neural Networks with Physical Layers
• Machine Learning-Based Optimization of Physical Layer Quantization for Diabetic Retinopathy Detection
• Optimizing A Spacial Illumination Filter to Improve the Segmentation of Spirochaeta Bacteria
• Malaria Parasite Detection using a Polarization Sensitive Microscope and Machine Learning
• Classifying Overlapping American Sign Language Letters
• Optimizing Illumination Color in Skin Lesion Classification
• Deep Neural Networks with Physical Layers