Orthopedics

Latest AI and machine learning research in orthopedics for healthcare professionals.

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Multitask Deep Learning for Joint Detection of Necrotizing Viral and Noninfectious Retinitis From Common Blood and Serology Test Data.

PURPOSE: Necrotizing viral retinitis is a serious eye infection that requires immediate treatment to...

Deep Learning Enables Spatial Mapping of the Mosaic Microenvironment of Myeloma Bone Marrow Trephine Biopsies.

UNLABELLED: Bone marrow trephine biopsy is crucial for the diagnosis of multiple myeloma. However, t...

Deep Learning for Midfacial Fracture Detection in CT Images.

This study deploys the deep learning-based object detection algorithms to detect midfacial fractures...

Temporomandibular Joint Disorders Multi-Class Classification Using Deep Learning.

Temporomandibular joint (TMJ) disorders have been misinterpreted by various normal TMJ features lead...

Deep learning predicts therapy-relevant genetics in acute myeloid leukemia from Pappenheim-stained bone marrow smears.

The detection of genetic aberrations is crucial for early therapy decisions in acute myeloid leukemi...

BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans.

To develop and test an NLP algorithm that accurately detects the presence of information reported f...

Artificial Intelligence in Spine and Paraspinal Muscle Analysis.

Disorders affecting the neurological and musculoskeletal systems represent international health burd...

Computational Modeling, Augmented Reality, and Artificial Intelligence in Spine Surgery.

Over the past decade, advancements in computational modeling, augmented reality, and artificial inte...

Performance and Reliability Evaluation of an Automated Bone-Conduction Audiometry Using Machine Learning.

To date, pure-tone audiometry remains the gold standard for clinical auditory testing. However, pure...

Multimodal Data-Driven Segmentation of Bone Metastasis Lesions in SPECT Bone Scans Using Deep Learning.

BACKGROUND: Patients with malignant tumors often develop bone metastases. SPECT bone scintigraphy is...

An Innovative Deep Learning Approach to Spinal Fracture Detection in CT Images.

AIM: Spinal fractures, particularly vertebral compression fractures, pose a significant challenge in...

Corrigendum to: Deep Learning-based Automated Knee Joint Localization in Radiographic Images Using Faster R-CNN.

In the online version of the article, a change was made in the section of author's affiliation. The ...

Machine learning model for osteoporosis diagnosis based on bone turnover markers.

To assess the diagnostic utility of bone turnover markers (BTMs) and demographic variables for ident...

Multi-dimensional dense attention network for pixel-wise segmentation of optic disc in colour fundus images.

BACKGROUND: Segmentation of retinal fragments like blood vessels, Optic Disc (OD), and Optic Cup (OC...

A Systematic Review on Deep Learning Model in Computer-aided Diagnosis for Anterior Cruciate Ligament Injury.

INTRODUCTION: In developing Computer-Aided Diagnosis (CAD), a Convolutional Neural Network (CNN) has...

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