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
Active Learning in Brain Tumor Segmentation with Uncertainty Sampling and Annotation Redundancy Restriction Daniel D KimRajat S ChandraHarrison X Bai OriginalPaper 21 March 2024
Reading Room Interruptions are Less Disruptive When Using Asynchronous Communication Methods Joseph H. YacoubDaniel A. WeitzRaj M. Ratwani OriginalPaper 19 March 2024
Exploring the Low-Dose Limit for Focal Hepatic Lesion Detection with a Deep Learning-Based CT Reconstruction Algorithm: A Simulation Study on Patient Images Yongchun YouSihua ZhongZhenlin Li OriginalPaper 19 March 2024
Deep Learning Model for Prediction of Bronchopulmonary Dysplasia in Preterm Infants Using Chest Radiographs Hao-Yang ChouYung-Chieh LinYi-Shan Tsai OriginalPaper Open access 18 March 2024
Automated Detection of COVID-19 from Multimodal Imaging Data Using Optimized Convolutional Neural Network Model S. VeluchamyS. SudharsonSajjad Shaukat Jamal OriginalPaper 18 March 2024
Differential Diagnosis of Diabetic Foot Osteomyelitis and Charcot Neuropathic Osteoarthropathy with Deep Learning Methods Maide CakirGökalp TulumHüseyin Canbolat OriginalPaper 15 March 2024
An AI-Based Low-Risk Lung Health Image Visualization Framework Using LR-ULDCT Swati RaiJignesh S. BhattSarat Kumar Patra OriginalPaper 15 March 2024
An Exploratory Pilot Study on the Application of Radiofrequency Ablation for Atrial Fibrillation Guided by Computed Tomography-Based 3D Printing Technology Jun-Yan YuePei-Cheng LiJian-Bo Gao OriginalPaper 15 March 2024
Accuracy Analysis of 3D Bone Fracture Models: Effects of Computed Tomography (CT) Imaging and Image Segmentation Martin Bittner-FrankAndreas StrasslEmir Benca OriginalPaper Open access 14 March 2024
Checklist for Reproducibility of Deep Learning in Medical Imaging Mana MoassefiYashbir SinghShahriar Faghani Original Paper 14 March 2024
A Data Augmentation Methodology to Reduce the Class Imbalance in Histopathology Images Rodrigo Escobar Díaz GuerreroLina CarvalhoJosé Luis Oliveira OriginalPaper Open access 14 March 2024
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax Zachary HuemannXin TieTyler J. Bradshaw OriginalPaper 14 March 2024
Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features Giulio Del CorsoDanila GermaneseSabrina Molinaro OriginalPaper Open access 13 March 2024
GA-UNet: A Lightweight Ghost and Attention U-Net for Medical Image Segmentation Bo PangLianghong ChenYanmei Yu OriginalPaper 13 March 2024
CT-Based Evaluation of the Shape of the Diaphragm Using 3D Slicer Olivier TatonAlain Van MuylemPierre Alain Gevenois OriginalPaper 11 March 2024
Classification of Lung Diseases Using an Attention-Based Modified DenseNet Model Upasana ChutiaAnand Shanker TewariVikash Kumar Raj OriginalPaper 11 March 2024
Evaluation of Effectiveness of Self-Supervised Learning in Chest X-Ray Imaging to Reduce Annotated Images Kuniki ImagawaKohei Shiomoto OriginalPaper Open access 08 March 2024
Feature Fusion for Multi-Coil Compressed MR Image Reconstruction Hang ChengXuewen HouShengdong Nie Original Paper 08 March 2024
