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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