Deep learning in medicine—promise, progress, and challenges

F Wang, LP Casalino, D Khullar - JAMA internal medicine, 2019 - jamanetwork.com
… of medical data, new regulations should also protect analytical models. In summary, although
deep learning has the potential to improve medical care, … the limitations of deep learning, …

A survey on deep learning in medicine: Why, how and when?

F Piccialli, V Di Somma, F Giampaolo, S Cuomo… - Information …, 2021 - Elsevier
… AI applications (especially Deep Learning), on the other hand… Deep Learning methodologies
and applications in medicine. … and why Deep Learning models are applied in medicine are …

Opportunities and obstacles for deep learning in biology and medicine

T Ching, DS Himmelstein… - Journal of the …, 2018 - royalsocietypublishing.org
… We examine applications of deep learning to a variety of biomedical … deep learning is
an innovation that can induce a Strategic Inflection Point in the practice of biology or medicine

Deep learning in medical imaging: general overview

JG Lee, S Jun, YW Cho, H Lee… - Korean journal of …, 2017 - synapse.koreamed.org
… of deep learning technology, particularly regarding its applications in medical imaging. …
history and describe the general, medical, and radiological applications of deep learning. …

Deep learning in medical image analysis

D Shen, G Wu, HI Suk - Annual review of biomedical …, 2017 - annualreviews.org
Deep learning is rapidly becoming the state of the art, leading to enhanced performance in
various medical applications. We introduce the fundamentals of deep learning methods and …

Deep learning-enabled medical computer vision

A Esteva, K Chou, S Yeung, N Naik, A Madani… - … digital medicine, 2021 - nature.com
… intersection of CV and medicine, focusing on research in medical imaging, medical video,
and real … the future growth of this technology and its implications for medicine and healthcare. …

Deep learning for medical image processing: Overview, challenges and the future

MI Razzak, S Naz, A Zaib - … in BioApps: Automation of decision making, 2018 - Springer
… of deep learning in medical image analysis. Although the list is by no means complete, it
does provide an indication of the far-ranging impact of deep learning in the medical imaging …

Deep learning and medical diagnosis: A review of literature

M Bakator, D Radosav - Multimodal Technologies and Interaction, 2018 - mdpi.com
… In this review the application of deep learning for medical … domain of deep neural networks
application in the medical field … when it comes to deep learning and medical image analysis. …

Deep learning: current and emerging applications in medicine and technology

A Akay, H Hess - IEEE journal of biomedical and health …, 2019 - ieeexplore.ieee.org
… such data into medical products and services for patients. The move toward deep learning
and … Here, we provide an overview of the field of machine learning, its current applications and …

Machine learning and deep learning in medicine and neuroimaging

I Sánchez Fernández, JM Peters - Annals of the Child …, 2023 - Wiley Online Library
learning, and deep learning. Then, we will review how machine learning and deep learning
… We will discuss how they can be applied to medicine, with an emphasis on the application …