Evolution of the Journal of Digital Imaging into the Journal of Imaging Informatics in Medicine Elizabeth A. KrupinskiVictoria Barnosky Editorial 12 January 2024 Pages: 1 - 2
Natural Language Processing Algorithm Used for Staging Pulmonary Oncology from Free-Text Radiological Reports: “Including PET-CT and Validation Towards Clinical Use” J. Martijn NobelSander PutsAndré L. A. J. Dekker OriginalPaper Open access 12 January 2024 Pages: 3 - 12
Deconvolution-Based Pharmacokinetic Analysis to Improve the Prediction of Pathological Information of Breast Cancer Liangliang ZhangMing FanLihua Li OriginalPaper 10 January 2024 Pages: 13 - 24
Integrated Automatic Examination Assignment Reduces Radiologist Interruptions: A 2-Year Cohort Study of 232,022 Examinations Wyanne LawAdmir TerzicAnton S. Becker OriginalPaper Open access 09 January 2024 Pages: 25 - 30
Development of End-to-End AI–Based MRI Image Analysis System for Predicting IDH Mutation Status of Patients with Gliomas: Multicentric Validation João SantinhaVasileios KatsarosNickolas Papanikolaou OriginalPaper Open access 12 January 2024 Pages: 31 - 44
An Automated Decision Support System to Analyze Malignancy Patterns of Breast Masses Employing Medically Relevant Features of Ultrasound Images Sami AzamSidratul MontahaMirjam Jonkman OriginalPaper 12 January 2024 Pages: 45 - 59
Invertible and Variable Augmented Network for Pretreatment Patient-Specific Quality Assurance Dose Prediction Zhongsheng ZouChangfei GongMinghui Zhang OriginalPaper 10 January 2024 Pages: 60 - 71
Deep Learning Detection of Aneurysm Clips for Magnetic Resonance Imaging Safety Megan CourtmanDaniel KimMark Thurston OriginalPaper Open access 12 January 2024 Pages: 72 - 80
Predicting Risk Stratification in Early-Stage Endometrial Carcinoma: Significance of Multiparametric MRI Radiomics Model Huan MengYu-Feng SunXiao-Ping Yin OriginalPaper 18 January 2024 Pages: 81 - 91
Hybrid Topological Data Analysis and Deep Learning for Basal Cell Carcinoma Diagnosis Akanksha MauryaR. Joe StanleyWilliam V. Stoecker OriginalPaper Open access 12 January 2024 Pages: 92 - 106
Intra- and Inter-expert Validation of an Automatic Segmentation Method for Fluid Regions Associated with Central Serous Chorioretinopathy in OCT Images Mateo GendeLúa CasteloMarcos Ortega OriginalPaper Open access 12 January 2024 Pages: 107 - 122
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 Levels Jingyu ZhongZhiyuan WuWeiwu Yao OriginalPaper Open access 29 January 2024 Pages: 123 - 133
Background Subtraction Angiography with Deep Learning Using Multi-frame Spatiotemporal Angiographic Input Donald R. CantrellLeon ChoSameer A. Ansari OriginalPaper 10 January 2024 Pages: 134 - 144
Can Digital Enhancement Restore the Image Quality of Phosphor Plate-Based Radiographs Partially Damaged by Ambient Light? Matheus Sampaio-OliveiraLuiz Eduardo Marinho-VieiraMatheus L. Oliveira Original Paper 12 January 2024 Pages: 145 - 150
Multi-Scale and Spatial Information Extraction for Kidney Tumor Segmentation: A Contextual Deformable Attention and Edge-Enhanced U-Net Shamija Sherryl R. M. R.Jaya T. OriginalPaper 12 January 2024 Pages: 151 - 166
Generating PET Attenuation Maps via Sim2Real Deep Learning–Based Tissue Composition Estimation Combined with MLACF Tetsuya KobayashiYui ShigekiKazunari Ishii OriginalPaper 10 January 2024 Pages: 167 - 179
CT-Based Radiomics and Machine Learning for Differentiating Benign, Borderline, and Early-Stage Malignant Ovarian Tumors Jia ChenLei LiuChanzhen Liu OriginalPaper 11 January 2024 Pages: 180 - 195
TiCNet: Transformer in Convolutional Neural Network for Pulmonary Nodule Detection on CT Images Ling MaGen LiLizhi Liu OriginalPaper 10 January 2024 Pages: 196 - 208
MRI-based Machine Learning Radiomics Can Predict CSF1R Expression Level and Prognosis in High-grade Gliomas Yuling LaiYiyang WuMeilin Weng OriginalPaper 24 January 2024 Pages: 209 - 229
Machine Learning-Based Multiparametric Magnetic Resonance Imaging Radiomics Model for Preoperative Predicting the Deep Stromal Invasion in Patients with Early Cervical Cancer Haowen YanGaoting HuangZhiming Xiang OriginalPaper Open access 10 January 2024 Pages: 230 - 246
Fetal Ultrasound Segmentation and Measurements Using Appearance and Shape Prior Based Density Regression with Deep CNN and Robust Ellipse Fitting Gaurav DubeySomya SrivastavaMinakshi Memoria OriginalPaper 12 January 2024 Pages: 247 - 267
Developing the Lung Graph-Based Machine Learning Model for Identification of Fibrotic Interstitial Lung Diseases Haishuang SunMin LiuHuaping Dai OriginalPaper Open access 16 January 2024 Pages: 268 - 279
A Deep Learning-Based Approach for Cervical Cancer Classification Using 3D CNN and Vision Transformer Abinaya K.Sivakumar B. OriginalPaper 10 January 2024 Pages: 280 - 296
Analysis of Validation Performance of a Machine Learning Classifier in Interstitial Lung Disease Cases Without Definite or Probable Usual Interstitial Pneumonia Pattern on CT Using Clinical and Pathology-Supported Diagnostic Labels Marcello ChangJoshua J. ReicherYousef Ahmad OriginalPaper 11 January 2024 Pages: 297 - 307
Robust Medical Diagnosis: A Novel Two-Phase Deep Learning Framework for Adversarial Proof Disease Detection in Radiology Images Sheikh Burhan ul haqueAasim Zafar OriginalPaper 10 January 2024 Pages: 308 - 338
Deep Learning–Assisted Identification of Femoroacetabular Impingement (FAI) on Routine Pelvic Radiographs Michael K. HoyVishal DesaiJeffrey A. Belair OriginalPaper 11 January 2024 Pages: 339 - 346
Pulmonary Nodule Classification Using a Multiview Residual Selective Kernel Network Herng-Hua ChangCheng-Zhe WuAudrey Haihong Gallogly OriginalPaper 11 January 2024 Pages: 347 - 362
Application of Machine Learning to Ultrasonography in Identifying Anatomical Landmarks for Cricothyroidotomy Among Female Adults: A Multi-center Prospective Observational Study Chih-Hung WangJia-Da LiChien-Hua Huang OriginalPaper Open access 10 January 2024 Pages: 363 - 373
The Segmentation of Multiple Types of Uterine Lesions in Magnetic Resonance Images Using a Sequential Deep Learning Method with Image-Level Annotations Yu-meng CuiHua-li WangXue-feng Lu OriginalPaper 16 January 2024 Pages: 374 - 385
Review of the Free Research Software for Computer-Assisted Interventions Zaiba AmlaParminder Singh KhehraElodie Lugez ReviewPaper Open access 29 January 2024 Pages: 386 - 401
Text Report Analysis to Identify Opportunities for Optimizing Target Selection for Chest Radiograph Artificial Intelligence Models Carl SabottkeJason LeeRaza Mushtaq OriginalPaper 12 January 2024 Pages: 402 - 411
A 3D Sparse Autoencoder for Fully Automated Quality Control of Affine Registrations in Big Data Brain MRI Studies Venkata Sainath Gupta ThadikemallaNiels K. FockeSudhakar Tummala OriginalPaper 10 January 2024 Pages: 412 - 427
