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
Effects of Intravenous Infusion of Iodine Contrast Media on the Tracheal Diameter and Lung Volume Measured with Deep Learning-Based Algorithm Koichiro YasakaHiroyuki SaigusaOsamu Abe OriginalPaper Open access 06 March 2024
Development and Validation of Multimodal Models to Predict the 30-Day Mortality of ICU Patients Based on Clinical Parameters and Chest X-Rays Jiaxi LinJin YangJinzhou Zhu OriginalPaper 06 March 2024
Identification and Localization of Indolent and Aggressive Prostate Cancers Using Multilevel Bi-LSTM Afnan M. Alhassan OriginalPaper 06 March 2024
Computerized Segmentation Method for Nonmasses on Breast DCE-MRI Images Using ResUNet++ with Slice Sequence Learning and Cross-Phase Convolution Akiyoshi HizukuriRyohei NakayamaKoji Sakai OriginalPaper Open access 05 March 2024
Prediction of Ablation Rate for High-Intensity Focused Ultrasound Therapy of Adenomyosis in MR Images Based on Multi-model Fusion Jie YingXin JingHaima Yang OriginalPaper 05 March 2024
DilatedToothSegNet: Tooth Segmentation Network on 3D Dental Meshes Through Increasing Receptive Vision Lucas KrenmayrReinhold von SchwerinAlexander Hafner OriginalPaper Open access 05 March 2024
Independently Trained Multi-Scale Registration Network Based on Image Pyramid Qing ChangYaqi WangJieming Zhang OriginalPaper 05 March 2024
Optimizing Coronary Computed Tomography Angiography Using a Novel Deep Learning-Based Algorithm H. J. H. DreesenC. StroszczynskiM. M. Lell OriginalPaper Open access 04 March 2024
From CNN to Transformer: A Review of Medical Image Segmentation Models Wenjian YaoJiajun BaiYao Xie OriginalPaper 04 March 2024
Systematic Review of Retinal Blood Vessels Segmentation Based on AI-driven Technique Prem Kumari VermaJagdeep Kaur Review 04 March 2024
Diagnostic Performance of Artificial Intelligence in Detection of Hepatocellular Carcinoma: A Meta-analysis Mohammad Amin SalehiHamid HarandiRamy R. Saleh ReviewPaper 04 March 2024
Deep Learning Imaging Reconstruction Algorithm for Carotid Dual Energy CT Angiography: Opportunistic Evaluation of Cervical Intervertebral Discs—A Preliminary Study Chenyu JiangJingxin ZhangHuishu Yuan OriginalPaper Open access 01 March 2024
From Pixels to Prognosis: A Survey on AI-Driven Cancer Patient Survival Prediction Using Digital Histology Images Arshi ParvaizEsha Sadia NasirMuhammad Moazam Fraz ReviewPaper 01 March 2024
Correlation Between Cognitive Impairment and Lenticulostriate Arteries: A Clinical and Radiomics Analysis Langtao ZhouHuiting WuHong Zhou OriginalPaper 01 March 2024
Auto-BCS: A Hybrid System for Real-Time Breast Cancer Screening from Pathological Images EktaVandana Bhatia OriginalPaper 01 March 2024
A Systematic Review on Caries Detection, Classification, and Segmentation from X-Ray Images: Methods, Datasets, Evaluation, and Open Opportunities Luiz Guilherme Kasputis ZaniniIzabel Regina Fischer Rubira-BullenFátima de Lourdes dos Santos Nunes OriginalPaper 01 March 2024
A Hybrid Framework of Dual-Domain Signal Restoration and Multi-depth Feature Reinforcement for Low-Dose Lung CT Denoising Jianning ChiZhiyi SunSiqi Wang OriginalPaper 29 February 2024
Deep Learning Radiomics Analysis of CT Imaging for Differentiating Between Crohn’s Disease and Intestinal Tuberculosis Ming ChengHanyue ZhangJianbo Gao OriginalPaper 29 February 2024
Privacy-Preserving Breast Cancer Classification: A Federated Transfer Learning Approach Selvakanmani SG Dharani DeviJ Jeyalakshmi OriginalPaper 29 February 2024
A Multiparametric MRI-based Radiomics Model for Stratifying Postoperative Recurrence in Luminal B Breast Cancer Kepei XuMeiqi HuaRuixin Zhang OriginalPaper Open access 29 February 2024
SC-Unext: A Lightweight Image Segmentation Model with Cellular Mechanism for Breast Ultrasound Tumor Diagnosis Fenglin CaiJiaying WenJie Li OriginalPaper 29 February 2024
URI-CADS: A Fully Automated Computer-Aided Diagnosis System for Ultrasound Renal Imaging Miguel Molina-MorenoIván González-DíazFernando Díaz-de-María OriginalPaper Open access 27 February 2024
Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Discovering, and Quantifying Microenvironmental Features M. PytlarzK. WojnickiA. Crimi OriginalPaper Open access 27 February 2024
LAMA: Lesion-Aware Mixup Augmentation for Skin Lesion Segmentation Norsang LamaRonald Joe StanleyWilliam Van Stoecker OriginalPaper 26 February 2024
OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification Adriano Barbosa SilvaAlessandro Santana MartinsMarcelo Zanchetta do Nascimento OriginalPaper 26 February 2024
HBMD-Net: Feature Fusion Based Breast Cancer Classification with Class Imbalance Resolution Barsha AbhishekaSaroj Kr. BiswasBiswajit Purkayastha OriginalPaper 26 February 2024
An Automatic Grading System for Orthodontically Induced External Root Resorption Based on Deep Convolutional Neural Network Shuxi XuHouli PengJinlin Song OriginalPaper 23 February 2024
Development and Preliminary Validation of a Novel Convolutional Neural Network Model for Predicting Treatment Response in Patients with Unresectable Hepatocellular Carcinoma Receiving Hepatic Arterial Infusion Chemotherapy Bing QuanJinghuan LiXin Yin OriginalPaper 23 February 2024
Comparing Strain Assessment in Compressed Sensing and Conventional Cine MRI Kaixuan YaoWei DengXiaohu Li OriginalPaper 22 February 2024
Towards an EKG for SBO: A Neural Network for Detection and Characterization of Bowel Obstruction on CT Paul M. Murphy OriginalPaper Open access 22 February 2024
An Automated Heart Shunt Recognition Pipeline Using Deep Neural Networks Weidong WangHongme ZhangBo Peng OriginalPaper 22 February 2024
A Comparative Study of Performance Between Federated Learning and Centralized Learning Using Pathological Image of Endometrial Cancer Jong Chan YeomJae Hoon KimKwang Gi Kim OriginalPaper 21 February 2024
Auto-segmentation of Adult-Type Diffuse Gliomas: Comparison of Transfer Learning-Based Convolutional Neural Network Model vs. Radiologists Qi WanJisoo KimLei Qin Original Paper Open access 21 February 2024
Developing a Radiomics Atlas Dataset of normal Abdominal and Pelvic computed Tomography (RADAPT) Elisavet KapetanouStylianos MalamasMichail E. Klontzas OriginalPaper Open access 21 February 2024
BTK Expression Level Prediction and the High-Grade Glioma Prognosis Using Radiomic Machine Learning Models Chenggang JiangChen SunDainan Zhang OriginalPaper 21 February 2024
Constructing the Optimal Classification Model for Benign and Malignant Breast Tumors Based on Multifeature Analysis from Multimodal Images Ronghui TianGuoxiu LuWei Yang OriginalPaper 21 February 2024
Automatic Tracking of Hyoid Bone Displacement and Rotation Relative to Cervical Vertebrae in Videofluoroscopic Swallow Studies Using Deep Learning Wuqi LiShitong MaoErvin Sejdić OriginalPaper 21 February 2024
Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography Kyungjin ChoKi Duk KimNamkug Kim OriginalPaper Open access 21 February 2024
