[HTML][HTML] Machine learning in knee osteoarthritis: A review
Objective The purpose of present review paper is to introduce the reader to key directions of
Machine Learning techniques on the diagnosis and predictions of knee osteoarthritis …
Machine Learning techniques on the diagnosis and predictions of knee osteoarthritis …
[HTML][HTML] How Can Artificial Intelligence Identify Knee Osteoarthritis from Radiographic Images with Satisfactory Accuracy?: A Literature Review for 2018–2024
Knee osteoarthritis is a chronic, progressive disease that rapidly progresses to severe
stages. Reliable and accurate diagnosis, combined with the implementation of preventive …
stages. Reliable and accurate diagnosis, combined with the implementation of preventive …
Recognition of knee osteoarthritis (KOA) using YOLOv2 and classification based on convolutional neural network
U Yunus, J Amin, M Sharif, M Yasmin, S Kadry… - Life, 2022 - mdpi.com
Knee osteoarthritis (KOA) is one of the deadliest forms of arthritis. If not treated at an early
stage, it may lead to knee replacement. That is why early diagnosis of KOA is necessary for …
stage, it may lead to knee replacement. That is why early diagnosis of KOA is necessary for …
[HTML][HTML] Machine learning based texture analysis of patella from X-rays for detecting patellofemoral osteoarthritis
Objective To assess the ability of texture features for detecting radiographic patellofemoral
osteoarthritis (PFOA) from knee lateral view radiographs. Design We used lateral view knee …
osteoarthritis (PFOA) from knee lateral view radiographs. Design We used lateral view knee …
An SVM approach towards breast cancer classification from H&E-stained histopathology images based on integrated features
MA Aswathy, M Jagannath - Medical & biological engineering & computing, 2021 - Springer
Breast cancer is one among the most frequent reasons of women's death worldwide.
Nowadays, healthcare informatics is mainly focussing on the classification of breast cancer …
Nowadays, healthcare informatics is mainly focussing on the classification of breast cancer …
[HTML][HTML] Osteoarthritis year in review 2021: imaging
EHG Oei, J Hirvasniemi, TA van Zadelhoff… - Osteoarthritis and …, 2022 - Elsevier
Purpose To provide a narrative review of original articles on imaging of osteoarthritis (OA)
published between January 1, 2020 and March 31, 2021, with a special focus on imaging of …
published between January 1, 2020 and March 31, 2021, with a special focus on imaging of …
A Review for automated classification of knee osteoarthritis using KL grading scheme for X-rays
Osteoarthritis (OA) is a musculoskeletal disorder that affects weight-bearing joints like the
hip, knee, spine, feet, and fingers. It is a chronic disorder that causes joint stiffness and leads …
hip, knee, spine, feet, and fingers. It is a chronic disorder that causes joint stiffness and leads …
Study of the efficacy of artificial intelligence algorithm-based analysis of the functional and anatomical improvement in polynucleotide treatment in knee osteoarthritis …
JY Jang, JH Kim, MW Kim, SH Kim… - Journal of Clinical …, 2022 - mdpi.com
Knee osteoarthritis (OA) is one of the most common degenerative diseases in old age.
Recent studies have suggested new treatment approaches dealing with subchondral …
Recent studies have suggested new treatment approaches dealing with subchondral …
Automatic assessment of knee osteoarthritis severity in portable devices based on deep learning
J Yang, Q Ji, M Ni, G Zhang, Y Wang - Journal of Orthopaedic Surgery and …, 2022 - Springer
Background For knee osteoarthritis, the commonly used radiology severity criteria Kellgren–
Lawrence lead to variability among surgeons. Most existing diagnosis models require …
Lawrence lead to variability among surgeons. Most existing diagnosis models require …
A Comparative Study of Machine Learning Classifiers for Enhancing Knee Osteoarthritis Diagnosis
Knee osteoarthritis (KOA) is a leading cause of disability, particularly affecting older adults
due to the deterioration of articular cartilage within the knee joint. This condition is …
due to the deterioration of articular cartilage within the knee joint. This condition is …