Detecting Alzheimer’s Disease Stages and Frontotemporal Dementia in Time Courses of Resting-State fMRI Data Using a Machine Learning Approach Mohammad Amin SadeghiDaniel Stevensfor the Alzheimer’s Disease Neuroimaging Initiative and the Frontotemporal Lobar Degeneration Neuroimaging Initiative OriginalPaper 23 May 2024
Invariant Content Representation for Generalizable Medical Image Segmentation Zhiming ChengShuai WangChenggang Yan OriginalPaper 17 May 2024
Multi-scale Lesion Feature Fusion and Location-Aware for Chest Multi-disease Detection Yubo YuanLijun LiuQingsong Huang OriginalPaper 17 May 2024
Concomitant Prediction of the Ki67 and PIT-1 Expression in Pituitary Adenoma Using Different Radiomics Models Fangzheng LiuYuying ZangXuzhu Chen Original Paper 15 May 2024
AI-Assisted Detection of Interproximal, Occlusal, and Secondary Caries on Bite-Wing Radiographs: A Single-Shot Deep Learning Approach Rabia KarakuşMuhammet Üsame ÖziçMelek Tassoker OriginalPaper 14 May 2024
Deep Learning-Based Detect-Then-Track Pipeline for Treatment Outcome Assessments in Immunotherapy-Treated Liver Cancer Jie ZhouYujia XiaZhangsheng Yu OriginalPaper 13 May 2024
Boundary-Repairing Dual-Path Network for Retinal Layer Segmentation in OCT Image with Pigment Epithelial Detachment Xiaoming LiuXiao LiJinshan Tang OriginalPaper 13 May 2024
Robust Automated Tumour Segmentation Network Using 3D Direction-Wise Convolution and Transformer Ziping ChuSonit SinghArcot Sowmya OriginalPaper Open access 09 May 2024
An Automated Vertebrae Localization, Segmentation, and Osteoporotic Compression Fracture Detection Pipeline for Computed Tomographic Imaging İlkay Yıldız PotterEdward K. RodriguezAshkan Vaziri OriginalPaper 08 May 2024
Comparison of Different Fusion Radiomics for Predicting Benign and Malignant Sacral Tumors: A Pilot Study Fei ZhengPing YinNan Hong OriginalPaper 08 May 2024
Data Format Standardization and DICOM Integration for Hyperpolarized 13C MRI Ernesto DiazRenuka SriramPeder E. Z. Larson OriginalPaper 06 May 2024
A Novel Data Augmentation Method for Radiomics Analysis Using Image Perturbations F Lo IaconoR. MaragnaV. D. A. Corino OriginalPaper Open access 06 May 2024
Gradient-Based Saliency Maps Are Not Trustworthy Visual Explanations of Automated AI Musculoskeletal Diagnoses Kesavan VenkateshSimukayi MutasaPaul H. Yi OriginalPaper 06 May 2024
Robust Ensemble of Two Different Multimodal Approaches to Segment 3D Ischemic Stroke Segmentation Using Brain Tumor Representation Among Multiple Center Datasets Hyunsu JeongHyunseok LimChulhong Kim OriginalPaper 01 May 2024
Letter to the Editor Regarding Article “Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor Dataset” Joren Brunekreef Letter to the Editor 30 April 2024
Enhancing Nasopharyngeal Carcinoma Survival Prediction: Integrating Pre- and Post-Treatment MRI Radiomics with Clinical Data Luong Huu DangShih-Han HungNguyen Quoc Khanh Le OriginalPaper 30 April 2024
Development of a Secure Web-Based Medical Imaging Analysis Platform: The AWESOMME Project Tiphaine Diot-DejongheBenjamin LeporqFrederic Cervenansky OriginalPaper 30 April 2024
Automatic Skeleton Segmentation in CT Images Based on U-Net Eva MilaraAdolfo Gómez-GrandePatricia Sánchez-González OriginalPaper Open access 30 April 2024
Super-resolution Deep Learning Reconstruction Cervical Spine 1.5T MRI: Improved Interobserver Agreement in Evaluations of Neuroforaminal Stenosis Compared to Conventional Deep Learning Reconstruction Koichiro YasakaShunichi UeharaShigeru Kiryu Original Paper 26 April 2024
UViT-Seg: An Efficient ViT and U-Net-Based Framework for Accurate Colorectal Polyp Segmentation in Colonoscopy and WCE Images Yassine OukdachAnass GarbazMouna Salihoun OriginalPaper 26 April 2024
A Semi-Supervised Learning Framework for Classifying Colorectal Neoplasia Based on the NICE Classification Yu WangHaoxiang NiRui Li OriginalPaper Open access 23 April 2024
Correlation Aware Relevance-Based Semantic Index for Clinical Big Data Repository Priya DeshpandeAlexander Rasin OriginalPaper 23 April 2024
TriConvUNeXt: A Pure CNN-Based Lightweight Symmetrical Network for Biomedical Image Segmentation Chao MaYuan GuZiyang Wang OriginalPaper 23 April 2024
Exploring Radiomics Features Based on H&E Images as Potential Biomarkers for Evaluating Muscle Atrophy: A Preliminary Study Getao DuPeng ZhangYonghua Zhan OriginalPaper 23 April 2024
An Intuitionistic Fuzzy C-Means and Local Information-Based DCT Filtering for Fast Brain MRI Segmentation Chandan SinghSukhjeet Kaur RanadeAnu Bala Original Paper 22 April 2024
Real-Time Optimal Synthetic Inversion Recovery Image Selection (RT-OSIRIS) for Deep Brain Stimulation Targeting Vishal PatelShengzhen TaoErik H. Middlebrooks OriginalPaper 19 April 2024
Left Ventricular Segmentation, Warping, and Myocardial Registration for Automated Strain Measurement Kuan-Chih HuangDonna Shu-Han LinLung-Chun Lin Original Paper Open access 19 April 2024
Multimodality Fusion Strategies in Eye Disease Diagnosis Sara El-AteifAli Idri OriginalPaper 19 April 2024
Synthetic Low-Energy Monochromatic Image Generation in Single-Energy Computed Tomography System Using a Transformer-Based Deep Learning Model Yuhei KoikeShingo OhiraNoboru Tanigawa OriginalPaper 18 April 2024
The Classification of Lumbar Spondylolisthesis X-Ray Images Using Convolutional Neural Networks Wutong ChenDu JunshengXinzhi Li OriginalPaper 18 April 2024
Comparison of Machine Learning Models Using Diffusion-Weighted Images for Pathological Grade of Intrahepatic Mass-Forming Cholangiocarcinoma Li-Hong XingShu-Ping WangXiao-Ping Yin OriginalPaper 16 April 2024
Skin Cancer Image Segmentation Based on Midpoint Analysis Approach Uzma SaghirShailendra Kumar SinghMoin Hasan OriginalPaper 16 April 2024
A Novel Structure Fusion Attention Model to Detect Architectural Distortion on Mammography Ting-Wei OuTzu-Chieh WengRuey-Feng Chang OriginalPaper 16 April 2024
An Automated Multi-scale Feature Fusion Network for Spine Fracture Segmentation Using Computed Tomography Images Muhammad Usman SaeedWang BinHussain Mobarak Albarakati OriginalPaper 15 April 2024
Study on Fine-Grained Visual Classification of Low-Resolution Urinary Erythrocyte Qingbo JiTingshuo YinChangbo Hou OriginalPaper 15 April 2024
Pure Vision Transformer (CT-ViT) with Noise2Neighbors Interpolation for Low-Dose CT Image Denoising Luella MarcosPaul BabynJavad Alirezaie OriginalPaper 15 April 2024
A Method for Efficient De-identification of DICOM Metadata and Burned-in Pixel Text Jacob A. MacdonaldKatelyn R. MorganMustafa R. Bashir Methods Paper 08 April 2024
A Classification-Based Adaptive Segmentation Pipeline: Feasibility Study Using Polycystic Liver Disease and Metastases from Colorectal Cancer CT Images Peilong WangTimothy L. KlinePanagiotis Korfiatis OriginalPaper 08 April 2024
Automated Pulmonary Tuberculosis Severity Assessment on Chest X-rays Karthik KantipudiJingwen GuZiv Yaniv OriginalPaper 08 April 2024
An Automated Deep Learning-Based Framework for Uptake Segmentation and Classification on PSMA PET/CT Imaging of Patients with Prostate Cancer Yang LiMaliha R. ImamiHarrison X. Bai Original Paper 08 April 2024
Cascade-EC Network: Recognition of Gastrointestinal Multiple Lesions Based on EfficientNet and CA_stm_Retinanet Xudong GuoLei XuQinfen Jiang OriginalPaper 08 April 2024
Fusing Diverse Decision Rules in 3D-Radiomics for Assisting Diagnosis of Lung Adenocarcinoma He RenQiubo WangPing Li OriginalPaper Open access 02 April 2024
A Comparative Analysis of Deep Learning-Based Approaches for Classifying Dental Implants Decision Support System Mohammed A. H. LubbadIkbal Leblebicioglu KurtulusIshak Pacal OriginalPaper 02 April 2024
End-to-End Multi-task Learning Architecture for Brain Tumor Analysis with Uncertainty Estimation in MRI Images Maria NazirSadia ShakilKhurram Khurshid OriginalPaper 02 April 2024
A Guideline for Open-Source Tools to Make Medical Imaging Data Ready for Artificial Intelligence Applications: A Society of Imaging Informatics in Medicine (SIIM) Survey Sanaz VahdatiBardia KhosraviBradley J. Erickson OriginalPaper Open access 01 April 2024
Deep Convolutional Neural Network for Dedicated Regions-of-Interest Based Multi-Parameter Quantitative Ultrashort Echo Time (UTE) Magnetic Resonance Imaging of the Knee Joint Xing LuYajun MaJiang Du OriginalPaper 28 March 2024
Expectations and Experiences Among Clinical Staff Regarding Implementation of Digital Pathology: A Qualitative Study at Two Departments of Pathology Helene Koefoed-NielsenKristian KidholmMinne L. N. Mikkelsen Original Paper Open access 28 March 2024
Image Quality Enhancement for Digital Breast Tomosynthesis: High-Density Object Artifact Reduction Enxiang ShenCaozhe LiPaul Carson OriginalPaper 27 March 2024
DL-EDOF: Novel Multi-Focus Image Data Set and Deep Learning-Based Approach for More Accurate and Specimen-Free Extended Depth of Focus Hulya DoganRamazan Ozgur DoganSena F. Sezen OriginalPaper 25 March 2024
Enhancing Lung Nodule Classification: A Novel CViEBi-CBGWO Approach with Integrated Image Preprocessing Manikandan JJayashree K OriginalPaper 25 March 2024