Journal of Imaging Informatics in Medicine

Title Publication Date Language Citations
GA-UNet: A Lightweight Ghost and Attention U-Net for Medical Image Segmentation2024/03/13English1
Classification of Lung Diseases Using an Attention-Based Modified DenseNet Model2024/03/11English1
Active Learning in Brain Tumor Segmentation with Uncertainty Sampling and Annotation Redundancy Restriction2024/03/21English1
An Automated Decision Support System to Analyze Malignancy Patterns of Breast Masses Employing Medically Relevant Features of Ultrasound Images2024/01/12English1
Enhancing Disease Classification with Deep Learning: a Two-Stage Optimization Approach for Monkeypox and Similar Skin Lesion Diseases2024/01/12English1
Polyp Segmentation Using a Hybrid Vision Transformer and a Hybrid Loss Function2024/01/12English1
Impacts of Adaptive Statistical Iterative Reconstruction-V and Deep Learning Image Reconstruction Algorithms on Robustness of CT Radiomics Features: Opportunity for Minimizing Radiomics Variability Among Scans of Different Dose Levels2024/01/29English1
Personalized Impression Generation for PET Reports Using Large Language Models2024/02/02English1
Multi-Class Deep Learning Model for Detecting Pediatric Distal Forearm Fractures Based on the AO/OTA Classification2024/02/02English
Invertible and Variable Augmented Network for Pretreatment Patient-Specific Quality Assurance Dose Prediction2024/01/10English
Robust Medical Diagnosis: A Novel Two-Phase Deep Learning Framework for Adversarial Proof Disease Detection in Radiology Images2024/01/10English
A Deep Learning-Based Approach for Cervical Cancer Classification Using 3D CNN and Vision Transformer2024/01/10English
Machine Learning-Based Multiparametric Magnetic Resonance Imaging Radiomics Model for Preoperative Predicting the Deep Stromal Invasion in Patients with Early Cervical Cancer2024/01/10English
Generating PET Attenuation Maps via Sim2Real Deep Learning–Based Tissue Composition Estimation Combined with MLACF2024/01/10English
SAA-SDM: Neural Networks Faster Learned to Segment Organ Images2024/01/10English
Automated Quantification of Total Cerebral Blood Flow from Phase-Contrast MRI and Deep Learning2024/01/10English
Reliable Delineation of Clinical Target Volumes for Cervical Cancer Radiotherapy on CT/MR Dual-Modality Images2024/01/10English
TiCNet: Transformer in Convolutional Neural Network for Pulmonary Nodule Detection on CT Images2024/01/10English
A 3D Sparse Autoencoder for Fully Automated Quality Control of Affine Registrations in Big Data Brain MRI Studies2024/01/10English
Deep Learning–based Diagnosis of Pulmonary Tuberculosis on Chest X-ray in the Emergency Department: A Retrospective Study2024/01/10English
An MRI-Based Deep Transfer Learning Radiomics Nomogram to Predict Ki-67 Proliferation Index of Meningioma2024/01/10English
PET KinetiX—A Software Solution for PET Parametric Imaging at the Whole Field of View Level2024/01/10English
Automatic Urinary Stone Detection System for Abdominal Non-Enhanced CT Images Reduces the Burden on Radiologists2024/01/10English
Signal Intensity Trajectories Clustering for Liver Vasculature Segmentation and Labeling (LiVaS) on Contrast-Enhanced MR Images: A Feasibility Pilot Study2024/02/06English
A Multi-center Dental Panoramic Radiography Image Dataset for Impacted Teeth, Periodontitis, and Dental Caries: Benchmarking Segmentation and Classification Tasks2024/02/06English
Deep Learning-Assisted Diffusion Tensor Imaging for Evaluation of the Physis and Metaphysis2024/02/06English
Predicting T-Cell Lymphoma in Children From 18F-FDG PET-CT Imaging With Multiple Machine Learning Models2024/02/06English
Integrated Automatic Examination Assignment Reduces Radiologist Interruptions: A 2-Year Cohort Study of 232,022 Examinations2024/01/09English
Patterns of Access to Radiology Reports and Images Through a Patient Portal2024/02/05English
Development of Medical Imaging Data Standardization for Imaging-Based Observational Research: OMOP Common Data Model Extension2024/02/05English