Visible Light Imaging: Clinical Aspects with an Emphasis on Medical Photography—a HIMSS-SIIM Enterprise Imaging Community Whitepaper Cheryl A. PetersilgeJulie McDonaldAlexander J. Towbin OriginalPaper Open access 10 February 2022 Pages: 385 - 395
Radiological Structured Report Integrated with Quantitative Imaging Biomarkers and Qualitative Scoring Systems A. Mañas-GarcíaI. González-ValverdeM. Robles OriginalPaper 01 February 2022 Pages: 396 - 407
Design and Development of a Medical Image Databank for Assisting Studies in Radiomics Surajit KunduSantam ChakrabortySoumendranath Ray Original Paper 15 February 2022 Pages: 408 - 423
COVID-19 CT Scan Lung Segmentation: How We Do It Davide NegroniDomenico ZagariaAlessandro Carriero OriginalPaper 28 January 2022 Pages: 424 - 431
Evaluation of a 2D UNet-Based Attenuation Correction Methodology for PET/MR Brain Studies Luca PresottoValentino BettinardiElisabetta De Bernardi OriginalPaper Open access 28 January 2022 Pages: 432 - 445
Computer-Aided Diagnosis of Vertebral Compression Fractures Using Convolutional Neural Networks and Radiomics Rafael Silva Del LamaRaquel Mariana CandidoRenato Tinós OriginalPaper 07 February 2022 Pages: 446 - 458
Lesion Segmentation in Gastroscopic Images Using Generative Adversarial Networks Yaru SunYunqi LiZhiqiang Wang OriginalPaper 07 February 2022 Pages: 459 - 468
Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models’ Performance and Robustness Amirhossein SanaatIsaac ShiriHabib Zaidi OriginalPaper 08 February 2022 Pages: 469 - 481
Highly Efficient and Accurate Deep Learning–Based Classification of MRI Contrast on a CPU and GPU Neville D. Gai OriginalPaper 09 February 2022 Pages: 482 - 495
Fast and Robust Exudate Detection in Retinal Fundus Images Using Extreme Learning Machine Autoencoders and Modified KAZE Features N Jagan MohanR MuruganParthapratim Roy Original Paper 09 February 2022 Pages: 496 - 513
Software-Automated Implant Detection for Intraoperative 3D Imaging—First Clinical Evaluation on 214 Data Sets Nils BeisemannEric MandelkaJochen Franke OriginalPaper Open access 10 February 2022 Pages: 514 - 523
Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports Audrey Y. HaBao H. DoBrian Hurt Original Paper 11 February 2022 Pages: 524 - 533
Is AI the Ultimate QA? Edmund M. WeisbergLinda C. ChuElliot K. Fishman OriginalPaper 15 February 2022 Pages: 534 - 537
AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation Yeshaswini NagarajHendrik Joost WisselinkPeter van Ooijen OriginalPaper Open access 18 February 2022 Pages: 538 - 550
Automatic CT Angiography Lesion Segmentation Compared to CT Perfusion in Ischemic Stroke Detection: a Feasibility Study Teemu MäkeläOlli ÖmanMarko Kangasniemi Original Paper Open access 24 February 2022 Pages: 551 - 563
A Multilevel Transfer Learning Technique and LSTM Framework for Generating Medical Captions for Limited CT and DBT Images R. V. AswigaA. P. Shanthi OriginalPaper 25 February 2022 Pages: 564 - 580
BSREM for Brain Metastasis Detection with 18F-FDG-PET/CT in Lung Cancer Patients Virginia LiberiniDaniele A. PizzutoMartin W. Huellner Original Paper Open access 25 February 2022 Pages: 581 - 593
Deep Learning-based Automated Aortic Area and Distensibility Assessment: the Multi-Ethnic Study of Atherosclerosis (MESA) Vivek P. JaniNadjia KachenouraBharath Ambale-Venkatesh OriginalPaper 01 March 2022 Pages: 594 - 604
Incorporating Radiomics into Machine Learning Models to Predict Outcomes of Neuroblastoma Gengbo LiuMini PoonYoungho Seo OriginalPaper 02 March 2022 Pages: 605 - 612
Medical 3D Printing Dimensional Accuracy for Multi-pathological Anatomical Models 3D Printed Using Material Extrusion Prashanth RaviLeonid L. ChepelevFrank J. Rybicki OriginalPaper 02 March 2022 Pages: 613 - 622
Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification Larissa Ferreira RodriguesAndré Ricardo BackesGina Maira Barbosa de Oliveira Original Paper 23 February 2022 Pages: 623 - 637
An Efficient Hierarchical Optic Disc and Cup Segmentation Network Combined with Multi-task Learning and Adversarial Learning Ying WangXiaosheng YuChengdong Wu Original Paper 25 February 2022 Pages: 638 - 653
Diagnostic Accuracy of Caries and Periapical Lesions on a Monitor with and without DICOM-GSDF Calibration Under Different Ambient Light Conditions Rangel Teles FreireAgnaldo Rocha Prata-JúniorWilton Mitsunari Takeshita OriginalPaper 15 February 2022 Pages: 654 - 659
Machine vs. Radiologist-Based Translations of RadLex: Implications for Multi-language Report Interoperability Christian J. ParkPaul H. YiKenneth C. Wang OriginalPaper 15 February 2022 Pages: 660 - 665
A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists’ Perspective Tom MahlerErez ShalomYuval Shahar Original Paper 17 February 2022 Pages: 666 - 677
The Classification Power of Classical and Intra-voxel Incoherent Motion (IVIM) Fitting Models of Diffusion-weighted Magnetic Resonance Images: An Experimental Study Ruba AlkadiOsama AbdullahNaoufel Werghi OriginalPaper 19 February 2022 Pages: 678 - 691
“Snap on” or Not? A Validation on the Measurement Tool in a Virtual Reality Application Haarisudhan SureshkumarRuidi XuLinping Zhao OriginalPaper 27 January 2022 Pages: 692 - 703
A Dedicated Tool for Presurgical Mapping of Brain Tumors and Mixed-Reality Navigation During Neurosurgery Piero ChiacchiarettaMauro Gianni PerrucciAntonio Ferretti OriginalPaper Open access 01 March 2022 Pages: 704 - 713
Gamification in Radiology Training Module Developed During the Society for Imaging Informatics in Medicine Annual Meeting Hackathon Pedro V. StaziakiJoão A. A. SantinhaLes R. Folio ReviewPaper 15 February 2022 Pages: 714 - 722
Rethinking Clinical Trial Radiology Workflows and Student Training: Integrated Virtual Student Shadowing Experience, Education, and Evaluation Lillian G. SpearJane A. DimperioLes. R Folio Original Paper 22 February 2022 Pages: 723 - 731