[HTML][HTML] Machine learning application in autoimmune diseases: State of art and future prospectives

MG Danieli, S Brunetto, L Gammeri, D Palmeri… - Autoimmunity …, 2023 - Elsevier
Autoimmune diseases are a group of disorders resulting from an alteration of immune
tolerance, characterized by the formation of autoantibodies and the consequent …

MLOps: a taxonomy and a methodology

M Testi, M Ballabio, E Frontoni, G Iannello… - IEEE …, 2022 - ieeexplore.ieee.org
Over the past few decades, the substantial growth in enterprise-data availability and the
advancements in Artificial Intelligence (AI) have allowed companies to solve real-world …

A novel Parametric Flatten-p Mish activation function based deep CNN model for brain tumor classification

A Mondal, VK Shrivastava - Computers in Biology and Medicine, 2022 - Elsevier
The brain tumor is one of the deadliest diseases of all cancers. Influenced by the recent
developments of convolutional neural networks (CNNs) in medical imaging, we have formed …

[HTML][HTML] Applications of artificial intelligence in musculoskeletal ultrasound: narrative review

SC Dinescu, D Stoica, CE Bita, AI Nicoara… - Frontiers in …, 2023 - frontiersin.org
Ultrasonography (US) has become a valuable imaging tool for the examination of the
musculoskeletal system. It provides important diagnostic information and it can also be very …

[HTML][HTML] Machine learning-based prediction of relapse in rheumatoid arthritis patients using data on ultrasound examination and blood test

H Matsuo, M Kamada, A Imamura, M Shimizu… - Scientific reports, 2022 - nature.com
Recent effective therapies enable most rheumatoid arthritis (RA) patients to achieve
remission; however, some patients experience relapse. We aimed to predict relapse in RA …

Influences of variability and uncertainty in vertical and horizontal surface roughness on articular cartilage lubrication

JJ Liao, X Liu, S Miramini, L Zhang - Computers in Biology and Medicine, 2022 - Elsevier
Background and objectives Cartilage surface roughness has significant implications on joint
lubrication. However, the effects of the variability in surface roughness in different directions …

[HTML][HTML] A survey of artificial intelligence in rheumatoid arthritis

J Wang, Y Tian, T Zhou, D Tong, J Ma… - Rheumatology and …, 2023 - degruyter.com
The article offers a survey of currently notable artificial intelligence methods (released
between 2019-2023), with a particular emphasis on the latest advancements in detecting …

[HTML][HTML] Identification of tophi in ultrasound imaging based on transfer learning and clinical practice

TM Lin, HY Lee, CK Chang, KH Lin, CC Chang… - Scientific reports, 2023 - nature.com
Gout is a common metabolic disorder characterized by deposits of monosodium urate
monohydrate crystals (tophi) in soft tissue, triggering intense and acute arthritis with …

[HTML][HTML] Computer vision detects inflammatory arthritis in standardized smartphone photographs in an Indian patient cohort

S Phatak, S Chakraborty, P Goel - Frontiers in Medicine, 2023 - frontiersin.org
Introduction Computer vision extracts meaning from pixelated images and holds promise in
automating various clinical tasks. Convolutional neural networks (CNNs), a deep learning …

Autonomous Path Planning for Intercostal Robotic Ultrasound Imaging Using Reinforcement Learning

Y Bi, C Qian, Z Zhang, N Navab, Z Jiang - arXiv preprint arXiv:2404.09927, 2024 - arxiv.org
Ultrasound (US) has been widely used in daily clinical practice for screening internal organs
and guiding interventions. However, due to the acoustic shadow cast by the subcutaneous …