[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 …
tolerance, characterized by the formation of autoantibodies and the consequent …
MLOps: a taxonomy and a methodology
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 …
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 …
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 …
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 …
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
Background and objectives Cartilage surface roughness has significant implications on joint
lubrication. However, the effects of the variability in surface roughness in different directions …
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 …
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 …
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 …
automating various clinical tasks. Convolutional neural networks (CNNs), a deep learning …
Autonomous Path Planning for Intercostal Robotic Ultrasound Imaging Using Reinforcement Learning
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 …
and guiding interventions. However, due to the acoustic shadow cast by the subcutaneous …