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 …

Research progress on diagnosing retinal vascular diseases based on artificial intelligence and fundus images

Y Ji, Y Ji, Y Liu, Y Zhao, L Zhang - Frontiers in Cell and …, 2023 - frontiersin.org
As the only blood vessels that can directly be seen in the whole body, pathological changes
in retinal vessels are related to the metabolic state of the whole body and many systems …

Machine learning as a support for the diagnosis of type 2 diabetes

A Agliata, D Giordano, F Bardozzo, S Bottiglieri… - International Journal of …, 2023 - mdpi.com
Diabetes is a chronic, metabolic disease characterized by high blood sugar levels. Among
the main types of diabetes, type 2 is the most common. Early diagnosis and treatment can …

[HTML][HTML] AI-assisted Screening and Prevention Programs for Diseases

M Farrokhi, A Moeini, F Taheri, M Farrokhi… - Kindle, 2023 - preferpub.org
AI-assisted screening and prevention programs have the potential to revolutionize disease
management and improve public health outcomes. By harnessing the power of artificial …

Application of semi-supervised learning in image classification: Research on fusion of labeled and unlabeled data

S Li, P Kou, M Ma, H Yang, S Huang, Z Yang - IEEE Access, 2024 - ieeexplore.ieee.org
Deep learning has attracted wide attention recently because of its excellent feature
representation ability and end-to-end automatic learning method. Especially in clinical …

Exploring perceptions and experiences of ChatGPT in medical education: a qualitative study among medical College faculty and students in Saudi Arabia

N Abouammoh, K Alhasan, R Raina, KA Malki… - medRxiv, 2023 - medrxiv.org
Background With the rapid development of artificial intelligence (AI) technologies, there is a
growing interest in the potential use of AI-based tools like ChatGPT in medical education …

Advances in artificial intelligence applications for ocular surface diseases diagnosis

Y Ji, S Liu, X Hong, Y Lu, X Wu, K Li, K Li… - Frontiers in Cell and …, 2022 - frontiersin.org
In recent years, with the rapid development of computer technology, continual optimization
of various learning algorithms and architectures, and establishment of numerous large …

Novel approaches for early detection of retinal diseases using artificial intelligence

FS Sorrentino, L Gardini, L Fontana, M Musa… - Journal of Personalized …, 2024 - mdpi.com
Background: An increasing amount of people are globally affected by retinal diseases, such
as diabetes, vascular occlusions, maculopathy, alterations of systemic circulation, and …

Artificial intelligence in ophthalmic surgery: current applications and expectations

M Nuliqiman, M Xu, Y Sun, J Cao, P Chen… - Clinical …, 2023 - Taylor & Francis
Artificial Intelligence (AI) has found rapidly growing applications in ophthalmology, achieving
robust recognition and classification in most kind of ocular diseases. Ophthalmic surgery is …

The application of artificial intelligence in diabetic retinopathy: progress and prospects

X Xu, M Zhang, S Huang, X Li, X Kui… - Frontiers in Cell and …, 2024 - frontiersin.org
In recent years, artificial intelligence (AI), especially deep learning models, has increasingly
been integrated into diagnosing and treating diabetic retinopathy (DR). From delving into the …