A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises

SK Zhou, H Greenspan, C Davatzikos… - Proceedings of the …, 2021 - ieeexplore.ieee.org
… of medical imaging, highlight both clinical needs and technical challenges in medical imaging
for each studied case, we provide some prominent progress highlights in each case study. …

AI in medical imaging informatics: current challenges and future directions

AS Panayides, A Amini, ND Filipovic… - IEEE journal of …, 2020 - ieeexplore.ieee.org
… Following the key areas of medical imaging informatics in the … in medical image acquisition
highlighting primary imaging … mechanisms of disease progression and could be used to …

Guest editorial deep learning in medical imaging: Overview and future promise of an exciting new technique

H Greenspan, B Van Ginneken… - … on medical imaging, 2016 - ieeexplore.ieee.org
… This highlights how rapidly the revolution of deep … in medical imaging requires that many
different data sets need to be collected. Despite these potential hurdles, we see rapid progress

[HTML][HTML] Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology

EJ Limkin, R Sun, L Dercle, EI Zacharaki, C Robert… - Annals of …, 2017 - Elsevier
… the development of radiomics a natural progression, as more data necessitated increased
Medical image analysis allows tumor monitoring across time, with images being routinely …

Redefining radiology: a review of artificial intelligence integration in medical imaging

R Najjar - Diagnostics, 2023 - mdpi.com
… the progression of AI in healthcare, particularly in medical … This section delves into the
remarkable role of AI within medical imaging, … Its multifaceted potential, from revolutionising image

Machine learning for medical imaging: methodological failures and recommendations for the future

G Varoquaux, V Cheplygina - NPJ digital medicine, 2022 - nature.com
… learning in medical imaging. After sketching the situation, documenting uneven progress in
… , we study a number of failures frequent in medical imaging papers, at different steps of the “…

[图书][B] Medical imaging physics

WR Hendee, ER Ritenour - 2003 - books.google.com
… (b) the delineation of ways to intervene successfully in the progression of disease and the
effects of injuries. Progress toward these objectives has been so remarkable that the average …

Highlights of the development in ultrasound during the last 70 years: A historical review

MB Nielsen, SB Søgaard, S Bech Andersen… - Acta …, 2021 - journals.sagepub.com
… The development from bistable to grayscale images to real-time imaging, combined with
an … We will look at some of the highlights in the development of US from interventional US, …

Highlights lecture EANM 2016:“Embracing molecular imaging and multi-modal imaging: a smart move for nuclear medicine towards personalized medicine”

EO Aboagye, F Kraeber-Bodéré - … medicine and molecular imaging, 2017 - Springer
… is making auspicious progress in the development of novel multimodal imaging and its …
We thank the organizers for the opportunity to review the outstanding progress in the field. …

Transformers in medical imaging: A survey

F Shamshad, S Khan, SW Zamir, MH Khan… - Medical Image …, 2023 - Elsevier
… Motivation and Contributions: Recently, medical imaging community has … the medical imaging
community, and it is getting increasingly difficult to keep pace with the recent progress due …