Role of Artificial Intelligence in Medical Image Analysis: A Review of Current Trends and Future Directions

X Li, L Zhang, J Yang, F Teng - Journal of Medical and Biological …, 2024 - Springer
Purpose This review offers insight into AI's current and future contributions to medical image
analysis. The article highlights the challenges associated with manual image interpretation …

Interpreting medical images

Z Zhou, MB Gotway, J Liang - Intelligent Systems in Medicine and Health …, 2022 - Springer
The interest in artificial intelligence (AI) applications in medical imaging has grown rapidly in
the past few years, largely driven by the success of deep learning. Methods ranging from …

Efficient artificial intelligence approaches for medical image processing in healthcare: comprehensive review, taxonomy, and analysis

OAMF Alnaggar, BN Jagadale, MAN Saif… - Artificial Intelligence …, 2024 - Springer
In healthcare, medical practitioners employ various imaging techniques such as CT, X-ray,
PET, and MRI to diagnose patients, emphasizing the crucial need for early disease detection …

Machine learning empowering personalized medicine: A comprehensive review of medical image analysis methods

I Galić, M Habijan, H Leventić, K Romić - Electronics, 2023 - mdpi.com
Artificial intelligence (AI) advancements, especially deep learning, have significantly
improved medical image processing and analysis in various tasks such as disease …

Artificial Intelligence Technology in Medical Image Analysis

L Szilágyi, L Kovács - Applied Sciences, 2024 - mdpi.com
Artificial intelligence (AI) technologies have significantly advanced the field of medical
imaging, revolutionizing diagnostic and therapeutic processes [1]. One notable application is …

How artificial intelligence is shaping medical imaging technology: A survey of innovations and applications

L Pinto-Coelho - Bioengineering, 2023 - mdpi.com
The integration of artificial intelligence (AI) into medical imaging has guided in an era of
transformation in healthcare. This literature review explores the latest innovations and …

AI-Driven Medical Imaging Platform: Advancements in Image Analysis and Healthcare Diagnosis

A Kaboudan, W Salah Eldin - Journal of the ACS Advances in …, 2023 - asc.journals.ekb.eg
In the realm of healthcare, the integration of artificial intelligence (AI) has revolutionized
medical imaging analysis [1, 2, 3]. This research paper presents a comprehensive medical …

Trends, challenges and opportunities of artificial intelligence in healthcare

S Kumar, TVV Kumar - International Journal of Electronic …, 2024 - inderscienceonline.com
Over the past few decades, the global healthcare system has inducted several key
technologies in order to provide improved health services in various medical fields. Although …

Artificial intelligence and machine learning for medical imaging: A technology review

A Barragán-Montero, U Javaid, G Valdés, D Nguyen… - Physica Medica, 2021 - Elsevier
Artificial intelligence (AI) has recently become a very popular buzzword, as a consequence
of disruptive technical advances and impressive experimental results, notably in the field of …

Advances in deep learning methods for medical image analysis

HI Suk, M Liu, X Cao, J Kim - Frontiers in radiology, 2023 - frontiersin.org
The rapid development of artificial intelligence (AI) technology is leading many innovations
in the medical field and is playing a major role in establishing objective, consistent, and …