Fast and Frictionless: A Novel Approach to Radiology Appointment Scheduling Using a Mobile App and Recommendation Engine Ankur M. DoshiDana OstrowMichael Recht OriginalPaper 05 May 2023 Pages: 1285 - 1290
Deep Learning Body Region Classification of MRI and CT Examinations Philippe RaffyJean-François PambrunRyan Young Original Paper Open access 09 March 2023 Pages: 1291 - 1301
A Patch-Based Deep Learning Approach for Detecting Rib Fractures on Frontal Radiographs in Young Children Adarsh GhoshDaniella PattonMichael Francavilla Original Paper 10 March 2023 Pages: 1302 - 1313
Automatic Classification of Mass Shape and Margin on Mammography with Artificial Intelligence: Deep CNN Versus Radiomics Longxiu QiXing LuYonggang Li OriginalPaper 17 March 2023 Pages: 1314 - 1322
Deep Learning Radiomics of Preoperative Breast MRI for Prediction of Axillary Lymph Node Metastasis in Breast Cancer Yanhong ChenLijun WangDengbin Wang OriginalPaper 27 March 2023 Pages: 1323 - 1331
Enhancing Multi-disease Diagnosis of Chest X-rays with Advanced Deep-learning Networks in Real-world Data Yuyang ChenYiliang WanFeng Pan Original Paper 29 March 2023 Pages: 1332 - 1347
Post-revascularization Ejection Fraction Prediction for Patients Undergoing Percutaneous Coronary Intervention Based on Myocardial Perfusion SPECT Imaging Radiomics: a Preliminary Machine Learning Study Mobin MohebiMehdi AminiMahdi Orooji OriginalPaper Open access 14 April 2023 Pages: 1348 - 1363
Tensor-RT-Based Transfer Learning Model for Lung Cancer Classification Vidhi BishnoiNidhi Goel OriginalPaper 14 April 2023 Pages: 1364 - 1375
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images Sumeet MenonJayalakshmi MangalagiriDavid Chapman OriginalPaper 17 April 2023 Pages: 1376 - 1389
Evaluation of Image Quality and Detectability of Deep Learning Image Reconstruction (DLIR) Algorithm in Single- and Dual-energy CT Jingyu ZhongHailin ShenWeiwu Yao OriginalPaper 18 April 2023 Pages: 1390 - 1407
Artificial Intelligence Model Trained with Sparse Data to Detect Facial and Cranial Bone Fractures from Head CT Huan-Chih WangShao-Chung WangLi-Wei Ko OriginalPaper 24 April 2023 Pages: 1408 - 1418
Automating Angle Measurements on Foot Radiographs in Young Children: Feasibility and Performance of a Convolutional Neural Network Model Daniella PattonAdarsh GhoshJie Nguyen OriginalPaper 26 April 2023 Pages: 1419 - 1430
An Improved Convolution Neural Network and Modified Regularized K-Means-Based Automatic Lung Nodule Detection and Classification Dhasny Lydia MDr. Prakash M Original Paper 27 April 2023 Pages: 1431 - 1446
Automatic Spine Segmentation and Parameter Measurement for Radiological Analysis of Whole-Spine Lateral Radiographs Using Deep Learning and Computer Vision Yong-Tae KimTae Seok JeongGi Taek Yee OriginalPaper 02 May 2023 Pages: 1447 - 1459
Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images Dewinda Julianensi RumalaPeter van OoijenI Ketut Eddy Purnama OriginalPaper 05 May 2023 Pages: 1460 - 1479
Discrimination Between Glioblastoma and Solitary Brain Metastasis Using Conventional MRI and Diffusion-Weighted Imaging Based on a Deep Learning Algorithm Qingqing YanFuyan LiQingshi Zeng OriginalPaper 08 May 2023 Pages: 1480 - 1488
Smart IoT in Breast Cancer Detection Using Optimal Deep Learning Ramachandro MajjiOm Prakash P. G.Cristin R. OriginalPaper 23 May 2023 Pages: 1489 - 1506
Improving Accuracy of Pneumonia Classification Using Modified DenseNet Kai WangPing JiangTing Shen Letter to the Editor 24 May 2023 Pages: 1507 - 1514
A Robust and Explainable Structure-Based Algorithm for Detecting the Organ Boundary From Ultrasound Multi-Datasets Tao PengYidong GuJing Cai OriginalPaper 25 May 2023 Pages: 1515 - 1532
A Radiomics Study: Classification of Breast Lesions by Textural Features from Mammography Images Nishta LetchumananJeannie Hsiu Ding WongKartini Rahmat OriginalPaper 30 May 2023 Pages: 1533 - 1540
Global Radiomic Features from Mammography for Predicting Difficult-To-Interpret Normal Cases Somphone SiviengphanomZiba GandomkarPatrick C. Brennan OriginalPaper Open access 30 May 2023 Pages: 1541 - 1552
Weakly Supervised Breast Lesion Detection in Dynamic Contrast-Enhanced MRI Rong SunChuanling WeiShengdong Nie OriginalPaper 30 May 2023 Pages: 1553 - 1564
A 3D Radiomics-Based Artificial Neural Network Model for Benign Versus Malignant Vertebral Compression Fracture Classification in MRI Natália S. Chiari-CorreiaMarcello H. Nogueira-BarbosaPaulo M. Azevedo-Marques OriginalPaper Open access 30 May 2023 Pages: 1565 - 1577
Application of Deep Learning-Based Denoising Technique for Radiation Dose Reduction in Dynamic Abdominal CT: Comparison with Standard-Dose CT Using Hybrid Iterative Reconstruction Method Motonori NagataYasutaka IchikawaHajime Sakuma OriginalPaper 21 March 2023 Pages: 1578 - 1587
Employing Multiple Low-Dose PET Images (at Different Dose Levels) as Prior Knowledge to Predict Standard-Dose PET Images Behnoush SanaeiReza FaghihiHossein Arabi OriginalPaper 29 March 2023 Pages: 1588 - 1596
Neural Network Based Classification of Breast Cancer Histopathological Image from Intraoperative Rapid Frozen Sections Jingping YuanWenkang ZhuShengnan Shen OriginalPaper 17 March 2023 Pages: 1597 - 1607
Influence of Data Augmentation Strategies on the Segmentation of Oral Histological Images Using Fully Convolutional Neural Networks Dalí F. D. dos SantosPaulo R. de FariaMarcelo Z. do Nascimento OriginalPaper 03 April 2023 Pages: 1608 - 1623
A Structure-Aware Convolutional Neural Network for Automatic Diagnosis of Fungal Keratitis with In Vivo Confocal Microscopy Images Shanshan LiangJing ZhongJin Yuan OriginalPaper Open access 04 April 2023 Pages: 1624 - 1632
Glomerulus Detection Using Segmentation Neural Networks Surender Singh SamantArun ChauhanVijay Singh OriginalPaper 05 April 2023 Pages: 1633 - 1642
Artificial Intelligence-driven Digital Cytology-based Cervical Cancer Screening: Is the Time Ripe to Adopt This Disruptive Technology in Resource-constrained Settings? A Literature Review Ruchika GuptaNeeta KumarSanjay Gupta ReviewPaper 07 April 2023 Pages: 1643 - 1652
DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs Ahsan Baidar BakhtSajid JavedNaoufel Werghi OriginalPaper 14 April 2023 Pages: 1653 - 1662
Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues Ouafa SijilmassiJosé-Manuel López AlonsoMaría del Carmen Barrio Asensio OriginalPaper Open access 18 April 2023 Pages: 1663 - 1674
Automated Urine Cell Image Classification Model Using Chaotic Mixer Deep Feature Extraction Mehmet ErtenIlknur TuncerU. Rajendra Acharya OriginalPaper 02 May 2023 Pages: 1675 - 1686
A Lightweight and Robust Framework for Circulating Genetically Abnormal Cells (CACs) Identification Using 4-Color Fluorescence In Situ Hybridization (FISH) Image and Deep Refined Learning Xu XuCongsheng LiTongning Wu OriginalPaper 25 May 2023 Pages: 1687 - 1700
Progressive Observation of Covid-19 Vaccination Effects on Skin-Cellular Structures by Use of Intelligent Laser Speckle Classification (ILSC) Technique Ahmet OrunFatih Kurugollu OriginalPaper 01 March 2023 Pages: 1701 - 1711
Skin Lesion Segmentation in Dermoscopic Images with Noisy Data Norsang LamaJason HagertyWilliam Van Stoecker OriginalPaper 05 April 2023 Pages: 1712 - 1722
An Integrated Ensemble Network Model for Skin Abnormality Detection with Combined Textural Features Misaj SharafudeenVinod Chandra S S OriginalPaper 25 May 2023 Pages: 1723 - 1738
Diabetic Retinopathy Prediction Based on Wavelet Decomposition and Modified Capsule Network Mohammed OulhadjJamal RiffiHamid Tairi OriginalPaper 27 March 2023 Pages: 1739 - 1751
The Keratectasia Volume (KEV) in Corneal Topography to Evaluate the Effect of Corneal Collagen Cross-linking in Pediatric Keratoconus Xiangjun WangBo ZhangGuoying Mu OriginalPaper 14 April 2023 Pages: 1752 - 1759
An Image Turing Test on Realistic Gastroscopy Images Generated by Using the Progressive Growing of Generative Adversarial Networks Keewon ShinJung Su LeeNamkug Kim OriginalPaper Open access 13 March 2023 Pages: 1760 - 1769
Effect of Dataset Size and Medical Image Modality on Convolutional Neural Network Model Performance for Automated Segmentation: A CT and MR Renal Tumor Imaging Study Harrison C. GottlichAdriana V. GregoryTimothy L. Kline OriginalPaper Open access 17 March 2023 Pages: 1770 - 1781
An Effective Approach to Improve the Automatic Segmentation and Classification Accuracy of Brain Metastasis by Combining Multi-phase Delay Enhanced MR Images Mingming ChenYujie GuoGuanzhong Gong OriginalPaper Open access 31 May 2023 Pages: 1782 - 1793
Multi-Modal Brain Tumor Data Completion Based on Reconstruction Consistency Loss Yang JiangShuang ZhangJianning Chi OriginalPaper 01 March 2023 Pages: 1794 - 1807
Multi-Scale Feature Fusion Network for Low-Dose CT Denoising Zhiyuan LiYi LiuZhiguo Gui OriginalPaper 13 March 2023 Pages: 1808 - 1825
Lossy Image Compression in a Preclinical Multimodal Imaging Study Francisco F. CunhaValentin BlümlSergio M. M. Faria Original Paper Open access 10 April 2023 Pages: 1826 - 1850
RTFusion: A Multimodal Fusion Network with Significant Information Enhancement Chao FanZhixiang ChenZhentong Zhu OriginalPaper 10 April 2023 Pages: 1851 - 1863
Evaluation of Semiautomatic and Deep Learning–Based Fully Automatic Segmentation Methods on [18F]FDG PET/CT Images from Patients with Lymphoma: Influence on Tumor Characterization Cláudia S. ConstantinoSónia LeocádioDurval C. Costa OriginalPaper Open access 14 April 2023 Pages: 1864 - 1876
Pilot Lightweight Denoising Algorithm for Multiple Sclerosis on Spine MRI John D. MayfieldKatie BaileyNarayan Viswanadhan OriginalPaper 17 April 2023 Pages: 1877 - 1884
Carimas: An Extensive Medical Imaging Data Processing Tool for Research Oona RainioChunlei HanRiku Klén OriginalPaper Open access 27 April 2023 Pages: 1885 - 1893
Degradation Adaption Local-to-Global Transformer for Low-Dose CT Image Denoising Huan WangJianning ChiHao Wu Original Paper 28 April 2023 Pages: 1894 - 1909