PhD Thesis. Computer-Aided Assessment of Tuberculosis with Radiological Imaging: From rule-based methods to Deep Learning May 31, 2022 Computed Tomography (CT) Diagnostic
— Unverified 0Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image May 27, 2022 Computed Tomography (CT) Deep Learning
— Unverified 0Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity May 27, 2022 Computed Tomography (CT) Lesion Classification
— Unverified 0Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images May 26, 2022 Computed Tomography (CT) Image Segmentation
— Unverified 03D helical CT Reconstruction with a Memory Efficient Learned Primal-Dual Architecture May 24, 2022 Computed Tomography (CT) CT Reconstruction
— Unverified 0PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization May 24, 2022 Computed Tomography (CT)
Code Code Available 1Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks May 19, 2022 Computed Tomography (CT) Data Augmentation
Code Code Available 0Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation May 19, 2022 Computed Tomography (CT) Data Augmentation
Code Code Available 0Combining Deep Learning and Adaptive Sparse Modeling for Low-dose CT Reconstruction May 19, 2022 Computed Tomography (CT) CT Reconstruction
— Unverified 0Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners May 18, 2022 Computed Tomography (CT) Self-Supervised Learning
Code Code Available 1Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction May 16, 2022 Computed Tomography (CT) Metal Artifact Reduction
Code Code Available 1Nonconvex L_ 1/2 -Regularized Nonlocal Self-similarity Denoiser for Compressive Sensing based CT Reconstruction May 15, 2022 Compressive Sensing Computed Tomography (CT)
— Unverified 0On Scale Space Radon Transform, Properties and Application in CT Image Reconstruction May 10, 2022 Computed Tomography (CT) Image Reconstruction
— Unverified 0Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients May 10, 2022 Computed Tomography (CT) ICU Admission
— Unverified 0HRCTCov19 -- A High-Resolution Chest CT Scan Image Dataset for COVID-19 Diagnosis and Differentiation May 6, 2022 Computed Tomography (CT) COVID-19 Diagnosis
— Unverified 0Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference May 6, 2022 Computed Tomography (CT) Image Segmentation
— Unverified 0The Batch Artifact Scanning Protocol: A new method using computed tomography (CT) to rapidly create three-dimensional models of objects from large collections en masse May 5, 2022 Computed Tomography (CT) Specificity
Code Code Available 0Unsupervised Contrastive Learning based Transformer for Lung Nodule Detection Apr 30, 2022 Computed Tomography (CT) Contrastive Learning
— Unverified 0Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation Apr 28, 2022 Computed Tomography (CT) Image Registration
Code Code Available 1Fast and Robust Femur Segmentation from Computed Tomography Images for Patient-Specific Hip Fracture Risk Screening Apr 20, 2022 Computed Tomography (CT) Segmentation
— Unverified 0Multi-organ Segmentation Network with Adversarial Performance Validator Apr 16, 2022 Computed Tomography (CT) Medical Image Analysis
— Unverified 0Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization Apr 14, 2022 Computed Tomography (CT) GPU
Code Code Available 0How to Register a Live onto a Liver ? Partial Matching in the Space of Varifolds Apr 12, 2022 Anatomy Computed Tomography (CT)
Code Code Available 0A Post-Processing Tool and Feasibility Study for Three-Dimensional Imaging with Electrical Impedance Tomography During Deep Brain Stimulation Surgery Apr 11, 2022 Computed Tomography (CT) Image Reconstruction
Code Code Available 0Ischemic Stroke Lesion Segmentation Using Adversarial Learning Apr 11, 2022 Brain Segmentation Computed Tomography (CT)
— Unverified 0Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution Apr 8, 2022 Computed Tomography (CT) Image Super-Resolution
Code Code Available 1Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning Mar 30, 2022 Computed Tomography (CT) Deep Learning
— Unverified 0Adaptation to CT Reconstruction Kernels by Enforcing Cross-domain Feature Maps Consistency Mar 28, 2022 Computed Tomography (CT) CT Reconstruction
— Unverified 0Computed Tomography Reconstruction using Generative Energy-Based Priors Mar 23, 2022 Computed Tomography (CT) CT Reconstruction
— Unverified 0Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction Mar 22, 2022 Clustering Computed Tomography (CT)
— Unverified 0Phase Recognition in Contrast-Enhanced CT Scans based on Deep Learning and Random Sampling Mar 20, 2022 Computed Tomography (CT)
— Unverified 0Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders Mar 20, 2022 Computed Tomography (CT) Deep Learning
— Unverified 0Using the Order of Tomographic Slices as a Prior for Neural Networks Pre-Training Mar 17, 2022 Anatomy Computed Tomography (CT)
— Unverified 0DKMA-ULD: Domain Knowledge augmented Multi-head Attention based Robust Universal Lesion Detection Mar 14, 2022 Computed Tomography (CT) Lesion Detection
— Unverified 0LiftReg: Limited Angle 2D/3D Deformable Registration Mar 10, 2022 Computed Tomography (CT)
Code Code Available 1Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT Reconstruction Mar 10, 2022 Computed Tomography (CT) CT Reconstruction
Code Code Available 0Recovering medical images from CT film photos Mar 10, 2022 Computed Tomography (CT)
— Unverified 0Multi-Material Blind Beam Hardening Correction Based on Non-Linearity Adjustment of Projections Mar 9, 2022 Computed Tomography (CT)
— Unverified 0Domain Adaptation of Automated Treatment Planning from Computed Tomography to Magnetic Resonance Mar 7, 2022 Computed Tomography (CT) Domain Adaptation
— Unverified 0Virtual vs. Reality: External Validation of COVID-19 Classifiers using XCAT Phantoms for Chest Computed Tomography Mar 7, 2022 Computed Tomography (CT) COVID-19 Diagnosis
— Unverified 0Fluid registration between lung CT and stationary chest tomosynthesis images Mar 6, 2022 Computed Tomography (CT) Image Reconstruction
Code Code Available 0UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography Feb 22, 2022 Computed Tomography (CT) Decision Making
Code Code Available 1A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction Feb 19, 2022 Computed Tomography (CT) CT Reconstruction
— Unverified 0Level set based particle filter driven by optical flow: an application to track the salt boundary from X-ray CT time-series Feb 17, 2022 Computed Tomography (CT) Optical Flow Estimation
— Unverified 0A Graphical Approach For Brain Haemorrhage Segmentation Feb 14, 2022 Computed Tomography (CT)
— Unverified 0LTSP: Long-Term Slice Propagation for Accurate Airway Segmentation Feb 13, 2022 Computed Tomography (CT) Segmentation
— Unverified 0Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels Feb 11, 2022 Computed Tomography (CT) Decision Making
Code Code Available 0Deep Learning-based Assessment of Hepatic Steatosis on chest CT Feb 4, 2022 Computed Tomography (CT) Deep Learning
— Unverified 0Automated processing of X-ray computed tomography images via panoptic segmentation for modeling woven composite textiles Feb 2, 2022 Computed Tomography (CT) Panoptic Segmentation
— Unverified 0MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray Feb 2, 2022 Computed Tomography (CT)
Code Code Available 1