AI in medical imaging informatics: current challenges and future directions

AS Panayides, A Amini, ND Filipovic… - … health informatics, 2020 - ieeexplore.ieee.org
MEDICAL imaging informatics covers the application of information and communication
technologies (ICT) to medical imaging … from explainable artificial intelligence methods leveraging …

Medical imaging informatics: an overview

E Seeram, E Seeram - Digital Radiography: Physical Principles and …, 2019 - Springer
… The computer applications in medical imaging described in this … imaging informatics (II).
Emerging topics of II such as Big Data, cloud computing, artificial intelligence, machine learning, …

[HTML][HTML] Imaging informatics: A new horizon for radiologyin the era of artificial intelligence, Big Data, and data science

JH Kim - Journal of the Korean Society of Radiology, 2019 - synapse.koreamed.org
… of imaging informatics. We introduce the basics of AI and its recent applications in radiology
as well as requirements for the successful construction of big data for imaging informatics. …

[图书][B] Artificial intelligence in medical imaging: opportunities, applications and risks

ER Ranschaert, S Morozov, PR Algra - 2019 - Springer
… EuSoMII society are centered around medical imaging informatics (MII), aka radiology
informatics or imaging informatics, which is a subspecialty of biomedical informatics. Its purpose is …

[图书][B] Medical Informatics and Bioimaging Using Artificial Intelligence

Medical Imaging and Diagnostic AI applications. The book describes the theory, applications
ideas, case studies, and critical surveys covering most aspects of AI for Medical Informatics. …

Artificial Intelligence In Field of Medical Imaging Informatics

M Jha, Y Hasija - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
… When used in conjunction with medical imaging informatics, it significantly improves
clinical care. PACS is now a very important part of the modern healthcare delivery …

Challenges related to artificial intelligence research in medical imaging and the importance of image analysis competitions

LM Prevedello, SS Halabi, G Shih, CC Wu… - … : Artificial Intelligence, 2019 - pubs.rsna.org
… that may have been used to learn basic image features, such as … considerations when
applying AI to medical imaging; before we … in neural networks and imaging informatics in general. …

[HTML][HTML] Advancing artificial intelligence in sensors, signals, and imaging informatics

W Hsu, C Baumgartner, T Deserno - … of medical informatics, 2019 - thieme-connect.com
imaging informatics have rapidly evolved with the application of novel artificial
intelligence/machine learning … types of data towards improving diagnostic accuracy and patient …

[HTML][HTML] Advancing medical imaging informatics by deep learning-based domain adaptation

A Choudhary, L Tong, Y Zhu… - … of medical informatics, 2020 - thieme-connect.com
… We have summarized the application of these DA methods in medical imaging in [Table 1]. …
In: Proceedings of the AAAI Conference on Artificial Intelligence 2019; 33: 865-72 …

[HTML][HTML] Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools

O Diaz, K Kushibar, R Osuala, A Linardos, L Garrucho… - Physica medica, 2021 - Elsevier
… 3D Slicer [37] is a well known open source software platform widely used for medical image
informatics, image processing, and three-dimensional visualisation. 3D Slicer capabilities …