1. Visible Light Imaging: Clinical Aspects with an Emphasis on Medical Photography—a HIMSS-SIIM Enterprise Imaging Community Whitepaper

   • Cheryl A. Petersilge
   • Julie McDonald
   • Alexander J. Towbin

   OriginalPaper Open access 10 February 2022 Pages: 385 - 395

2. Radiological Structured Report Integrated with Quantitative Imaging Biomarkers and Qualitative Scoring Systems

   • A. Mañas-García
   • I. González-Valverde
   • M. Robles

   OriginalPaper 01 February 2022 Pages: 396 - 407

   

3. Design and Development of a Medical Image Databank for Assisting Studies in Radiomics

   • Surajit Kundu
   • Santam Chakraborty
   • Soumendranath Ray

   Original Paper 15 February 2022 Pages: 408 - 423

   

4. COVID-19 CT Scan Lung Segmentation: How We Do It

   • Davide Negroni
   • Domenico Zagaria
   • Alessandro Carriero

   OriginalPaper 28 January 2022 Pages: 424 - 431

   

5. Evaluation of a 2D UNet-Based Attenuation Correction Methodology for PET/MR Brain Studies

   • Luca Presotto
   • Valentino Bettinardi
   • Elisabetta De Bernardi

   OriginalPaper Open access 28 January 2022 Pages: 432 - 445

   

6. Computer-Aided Diagnosis of Vertebral Compression Fractures Using Convolutional Neural Networks and Radiomics

   • Rafael Silva Del Lama
   • Raquel Mariana Candido
   • Renato Tinós

   OriginalPaper 07 February 2022 Pages: 446 - 458

   

7. Lesion Segmentation in Gastroscopic Images Using Generative Adversarial Networks

   • Yaru Sun
   • Yunqi Li
   • Zhiqiang Wang

   OriginalPaper 07 February 2022 Pages: 459 - 468

   

8. Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models’ Performance and Robustness

   • Amirhossein Sanaat
   • Isaac Shiri
   • Habib Zaidi

   OriginalPaper 08 February 2022 Pages: 469 - 481

   

9. 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

   

10. Fast and Robust Exudate Detection in Retinal Fundus Images Using Extreme Learning Machine Autoencoders and Modified KAZE Features

    • N Jagan Mohan
    • R Murugan
    • Parthapratim Roy

    Original Paper 09 February 2022 Pages: 496 - 513

    

11. Software-Automated Implant Detection for Intraoperative 3D Imaging—First Clinical Evaluation on 214 Data Sets

    • Nils Beisemann
    • Eric Mandelka
    • Jochen Franke

    OriginalPaper Open access 10 February 2022 Pages: 514 - 523

    

12. Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports

    • Audrey Y. Ha
    • Bao H. Do
    • Brian Hurt

    Original Paper 11 February 2022 Pages: 524 - 533

    

13. Is AI the Ultimate QA?

    • Edmund M. Weisberg
    • Linda C. Chu
    • Elliot K. Fishman

    OriginalPaper 15 February 2022 Pages: 534 - 537

    

14. AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation

    • Yeshaswini Nagaraj
    • Hendrik Joost Wisselink
    • Peter van Ooijen

    OriginalPaper Open access 18 February 2022 Pages: 538 - 550

    

15. Automatic CT Angiography Lesion Segmentation Compared to CT Perfusion in Ischemic Stroke Detection: a Feasibility Study

    • Teemu Mäkelä
    • Olli Öman
    • Marko Kangasniemi

    Original Paper Open access 24 February 2022 Pages: 551 - 563

    

16. A Multilevel Transfer Learning Technique and LSTM Framework for Generating Medical Captions for Limited CT and DBT Images

    • R. V. Aswiga
    • A. P. Shanthi

    OriginalPaper 25 February 2022 Pages: 564 - 580

    

17. BSREM for Brain Metastasis Detection with 18F-FDG-PET/CT in Lung Cancer Patients

    • Virginia Liberini
    • Daniele A. Pizzuto
    • Martin W. Huellner

    Original Paper Open access 25 February 2022 Pages: 581 - 593

    

18. Deep Learning-based Automated Aortic Area and Distensibility Assessment: the Multi-Ethnic Study of Atherosclerosis (MESA)

    • Vivek P. Jani
    • Nadjia Kachenoura
    • Bharath Ambale-Venkatesh

    OriginalPaper 01 March 2022 Pages: 594 - 604

    

19. Incorporating Radiomics into Machine Learning Models to Predict Outcomes of Neuroblastoma

    • Gengbo Liu
    • Mini Poon
    • Youngho Seo

    OriginalPaper 02 March 2022 Pages: 605 - 612

    

20. Medical 3D Printing Dimensional Accuracy for Multi-pathological Anatomical Models 3D Printed Using Material Extrusion

    • Prashanth Ravi
    • Leonid L. Chepelev
    • Frank J. Rybicki

    OriginalPaper 02 March 2022 Pages: 613 - 622

    

21. Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification

    • Larissa Ferreira Rodrigues
    • André Ricardo Backes
    • Gina Maira Barbosa de Oliveira

    Original Paper 23 February 2022 Pages: 623 - 637

    

22. An Efficient Hierarchical Optic Disc and Cup Segmentation Network Combined with Multi-task Learning and Adversarial Learning

    • Ying Wang
    • Xiaosheng Yu
    • Chengdong Wu

    Original Paper 25 February 2022 Pages: 638 - 653

    

23. Diagnostic Accuracy of Caries and Periapical Lesions on a Monitor with and without DICOM-GSDF Calibration Under Different Ambient Light Conditions

    • Rangel Teles Freire
    • Agnaldo Rocha Prata-Júnior
    • Wilton Mitsunari Takeshita

    OriginalPaper 15 February 2022 Pages: 654 - 659

24. Machine vs. Radiologist-Based Translations of RadLex: Implications for Multi-language Report Interoperability

    • Christian J. Park
    • Paul H. Yi
    • Kenneth C. Wang

    OriginalPaper 15 February 2022 Pages: 660 - 665

    

25. A Cyber-Security Risk Assessment Methodology for Medical Imaging Devices: the Radiologists’ Perspective

    • Tom Mahler
    • Erez Shalom
    • Yuval Shahar

    Original Paper 17 February 2022 Pages: 666 - 677

    

26. The Classification Power of Classical and Intra-voxel Incoherent Motion (IVIM) Fitting Models of Diffusion-weighted Magnetic Resonance Images: An Experimental Study

    • Ruba Alkadi
    • Osama Abdullah
    • Naoufel Werghi

    OriginalPaper 19 February 2022 Pages: 678 - 691

    

27. “Snap on” or Not? A Validation on the Measurement Tool in a Virtual Reality Application

    • Haarisudhan Sureshkumar
    • Ruidi Xu
    • Linping Zhao

    OriginalPaper 27 January 2022 Pages: 692 - 703

    

28. A Dedicated Tool for Presurgical Mapping of Brain Tumors and Mixed-Reality Navigation During Neurosurgery

    • Piero Chiacchiaretta
    • Mauro Gianni Perrucci
    • Antonio Ferretti

    OriginalPaper Open access 01 March 2022 Pages: 704 - 713

    

29. Gamification in Radiology Training Module Developed During the Society for Imaging Informatics in Medicine Annual Meeting Hackathon

    • Pedro V. Staziaki
    • João A. A. Santinha
    • Les R. Folio

    ReviewPaper 15 February 2022 Pages: 714 - 722

    

30. Rethinking Clinical Trial Radiology Workflows and Student Training: Integrated Virtual Student Shadowing Experience, Education, and Evaluation

    • Lillian G. Spear
    • Jane A. Dimperio
    • Les. R Folio

    Original Paper 22 February 2022 Pages: 723 - 731