Enhancing Medical Diagnoses with AI: A Comparative Study of Machine Learning Algorithms in Radiology

E Carter - International Journal of Sustainable Development in …, 2024 - ijsdcs.com
The integration of artificial intelligence (AI) in medical diagnostics represents a significant
advancement in healthcare, particularly within radiology. This study aims to enhance the …

Artificial Intelligence in Medical Imaging: Improving Diagnostic Accuracy

J Thompson - International Journal of Machine Learning for …, 2024 - ijsdcs.com
Artificial intelligence (AI) has shown significant potential in enhancing diagnostic accuracy in
medical imaging. This paper explores the application of AI algorithms in analyzing medical …

Artificial Intelligence: A New Frontier in Radiological Imaging

H Anam, R Ambad, A Singam… - E3S Web of …, 2024 - e3s-conferences.org
Artificial intelligence (AI) is the development of computer systems that perform tasks that
traditionally require human intelligence. One of the applications of AI is to help technologists …

Engineering and clinical use of artificial intelligence (AI) with machine learning and data science advancements: Radiology leading the way for future

BMZ Hameed, G Prerepa, V Patil… - Therapeutic …, 2021 - journals.sagepub.com
Over the years, many clinical and engineering methods have been adapted for testing and
screening for the presence of diseases. The most commonly used methods for diagnosis …

[HTML][HTML] AI in diagnostic imaging: Revolutionising accuracy and efficiency

M Khalifa, M Albadawy - Computer Methods and Programs in Biomedicine …, 2024 - Elsevier
Introduction This review evaluates the role of Artificial Intelligence (AI) in transforming
diagnostic imaging in healthcare. AI has the potential to enhance accuracy and efficiency of …

Recent Challenges in Medical Science using Machine Learning Techniques: A Review

M Shah, P Padhiyar, K Parmar, J Patel… - … Conference on I …, 2023 - ieeexplore.ieee.org
Medical science is significantly impacted by the applications of Machine Learning (ML). ML
is a subset of Artificial Intelligence (AI) technology that improves physicians' efficiency and …

Reviewing the relationship between machines and radiology: the application of artificial intelligence

R Ahmad - Acta Radiologica Open, 2021 - journals.sagepub.com
Background The scope and productivity of artificial intelligence applications in health
science and medicine, particularly in medical imaging, are rapidly progressing, with …

[PDF][PDF] Enhancing Medical Image Analysis with Convolutional Neural Networks: A Paradigm Shift in Healthcare Diagnostics

S Nagar, M Mukka - researchgate.net
ABSTRACT Enhancing Medical Image Analysis with Convolutional Neural Networks: A
Paradigm Shift in Healthcare Diagnostics" presents a groundbreaking approach to medical …

[HTML][HTML] Advances of AI in image-based computer-aided diagnosis: A review

MN Yeasmin, M Al Amin, TJ Joti, Z Aung, MA Azim - Array, 2024 - Elsevier
Over the past two decades, computer-aided detection and diagnosis have emerged as a
field of research. The primary goal is to enhance the diagnostic and treatment procedures for …

Artificial Intelligence in Healthcare with Special Consideration in Radio Imaging

MS Bandla, AM Liju, A Luharia… - 2023 1st DMIHER …, 2023 - ieeexplore.ieee.org
Artificial Intelligence (AI) is a transformational technology that involves the usage of Machine
Learning (ML) & computerized algorithms, to solve the complicated data of imaging …