Smartphone Imaging and AI: A Commentary on Cardiac Device Classification

Overview

Journal Radiol Artif Intell

Specialties Biomedical Engineering
Radiology

Date 2024 Aug 28

PMID 39194390

Authors

Eduardo Moreno Judice de Mattos Farina

Leo Anthony Celi

Affiliations

Soon will be listed here.

References

Tan W, Liu P, Li X, Liu Y, Zhou Q, Chen C . Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network. Health Inf Sci Syst. 2021; 9(1):10. PMC: 7896179. DOI: 10.1007/s13755-021-00140-0. View

Garvey K, Craig K, Russell R, Novak L, Moore D, Miller B . Considering Clinician Competencies for the Implementation of Artificial Intelligence-Based Tools in Health Care: Findings From a Scoping Review. JMIR Med Inform. 2022; 10(11):e37478. PMC: 9713618. DOI: 10.2196/37478. View

Busch F, Bressem K, Suwalski P, Hoffmann L, Niehues S, Poddubnyy D . Open Access Data and Deep Learning for Cardiac Device Identification on Standard DICOM and Smartphone-based Chest Radiographs. Radiol Artif Intell. 2024; 6(5):e230502. PMC: 11427927. DOI: 10.1148/ryai.230502. View

Kim U, Kim M, Park E, Lee W, Lim W, Kim H . Deep Learning-Based Algorithm for the Detection and Characterization of MRI Safety of Cardiac Implantable Electronic Devices on Chest Radiographs. Korean J Radiol. 2021; 22(11):1918-1928. PMC: 8546129. DOI: 10.3348/kjr.2021.0201. View

Erickson B, Kitamura F . Magician's Corner: 8: How to Connect an Artificial Intelligence Tool to PACS. Radiol Artif Intell. 2021; 3(1):e200105. PMC: 8082373. DOI: 10.1148/ryai.2021200105. View

Antony M, Kakileti S, Shah R, Sahoo S, Bhattacharyya C, Manjunath G . Challenges of AI driven diagnosis of chest X-rays transmitted through smart phones: a case study in COVID-19. Sci Rep. 2023; 13(1):18102. PMC: 10593822. DOI: 10.1038/s41598-023-44653-y. View

Kuo P, Tsai C, Lopez D, Karargyris A, Pollard T, Johnson A . Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph. NPJ Digit Med. 2021; 4(1):25. PMC: 7884693. DOI: 10.1038/s41746-021-00393-9. View

Abi-Samra F . Cardiac implantable electrical devices: bioethics and management issues near the end of life. Ochsner J. 2011; 11(4):342-7. PMC: 3241068. View

Yi P, Yu A, Dunn E, Sair H . Your mileage may vary: impact of data input method for a deep learning bone age app's predictions. Skeletal Radiol. 2021; 51(2):423-429. DOI: 10.1007/s00256-021-03897-3. View

10.

Raatikainen M, Arnar D, Merkely B, Nielsen J, Hindricks G, Heidbuchel H . A Decade of Information on the Use of Cardiac Implantable Electronic Devices and Interventional Electrophysiological Procedures in the European Society of Cardiology Countries: 2017 Report from the European Heart Rhythm Association. Europace. 2017; 19(suppl_2):ii1-ii90. DOI: 10.1093/europace/eux258. View