A diagnostic approach integrated multimodal radiomics with machine learning models based on lumbar spine CT and X-ray for osteoporosis

Risk factors of osteoporosis and osteopenia in postmenopausal women based on the L2–L4 BMD T score of the lumbar spine: a study in Iran

(2023) Ladan Younesi Asl et al.   GYNECOLOGICAL ENDOCRINOLOGY

Opportunistic measures of bone mineral density at multiple skeletal sites during whole-body CT in polytrauma patients

(2023) Zvonimir Kutleša et al.   OSTEOPOROSIS INTERNATIONAL

Causal relationship between type 2 diabetes mellitus and bone mineral density: a Mendelian randomization study in an East Asian population

(2023) Guiwu Huang et al.   OSTEOPOROSIS INTERNATIONAL

Radiomics analysis of contrast-enhanced T1W MRI: predicting the recurrence of acute pancreatitis

(2023) Lingling Tang et al.   Scientific Reports

Quantitative CT screening improved lumbar BMD evaluation in older patients compared to dual-energy X-ray absorptiometry

(2023) Wentao Lin et al.   BMC Geriatrics

Quantitative Ultrasound and Bone Health in Elderly People, a Systematic Review

(2023) Isabel Escobio-Prieto et al.   Biomedicines

Physiopathology of Osteoporosis: Nursing Involvement and Management

(2023) Sandra Valenzuela-Martínez et al.   Biomedicines

Opportunistic screening for osteoporosis by abdominal CT in a British population

(2023) Sonam Vadera et al.   Insights into Imaging

Screening for Osteoporosis from Blood Test Data in Elderly Women Using a Machine Learning Approach

(2023) Atsuyuki Inui et al.   Bioengineering

Texture Analysis Using CT and Chemical Shift Encoding-Based Water-Fat MRI Can Improve Differentiation Between Patients With and Without Osteoporotic Vertebral Fractures

(2022) Nico Sollmann et al.   Frontiers in Endocrinology

The correlation between serum total alkaline phosphatase and bone mineral density in young adults

(2022) Juntao Shu et al.   BMC MUSCULOSKELETAL DISORDERS

The Global Burden of Osteoporosis, Low Bone Mass, and Its Related Fracture in 204 Countries and Territories, 1990-2019

(2022) Yuyan Shen et al.   Frontiers in Endocrinology

Development and validation of a machine learning-derived radiomics model for diagnosis of osteoporosis and osteopenia using quantitative computed tomography

(2022) Qianrong Xie et al.   BMC MEDICAL IMAGING

Radiomics in bone pathology of the jaws

(2022) Glaucia Nize Martins Santos et al.   DENTOMAXILLOFACIAL RADIOLOGY

Attributable disease burden related to low bone mineral density in Iran from 1990 to 2019: results from the Global Burden of Disease 2019

(2022) Mohammadreza Azangou-Khyavy et al.   Archives of Osteoporosis

A Predictive Clinical-Radiomics Nomogram for Differentiating Tuberculous Spondylitis from Pyogenic Spondylitis Using CT and Clinical Risk Factors

(2022) Shaofeng Wu et al.   Infection and Drug Resistance

Association of serum chemerin with calcium, alkaline phosphatase and bone mineral density in postmenopausal females

(2021) Saba Tariq et al.   Pakistan Journal of Medical Sciences

Associations between serum calcium, 25(OH)D level and bone mineral density in adolescents

(2021) Kaiyu Pan et al.   Advances in Rheumatology

Impact of serum calcium levels on total body bone mineral density: A mendelian randomization study in five age strata

(2021) Jing-yi Sun et al.   CLINICAL NUTRITION

Prediction of the early recurrence in spinal giant cell tumor of bone using radiomics of preoperative CT: Long-term outcome of 62 consecutive patients

(2021) Qizheng Wang et al.   Journal of Bone Oncology

A review in radiomics: Making personalized medicine a reality via routine imaging

(2021) Julien Guiot et al.   MEDICINAL RESEARCH REVIEWS

Diagnostic accuracy of quantitative dual-energy CT-based volumetric bone mineral density assessment for the prediction of osteoporosis-associated fractures

(2021) Leon D. Gruenewald et al.   EUROPEAN RADIOLOGY

The global prevalence of osteoporosis in the world: a comprehensive systematic review and meta-analysis

(2021) Nader Salari et al.   Journal of Orthopaedic Surgery and Research

Low volumetric bone density is a risk factor for early complications after spine fusion surgery

(2020) Y. Liu et al.   OSTEOPOROSIS INTERNATIONAL

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

(2020) Alex Zwanenburg et al.   RADIOLOGY

Average Lumbar Hounsfield Units Predicts Osteoporosis-Related Complications Following Lumbar Spine Fusion

(2020) Jeffery D. St. Jeor et al.   Global Spine Journal

Opportunistic osteoporosis screening in multi-detector CT images via local classification of textures

(2019) A. Valentinitsch et al.   OSTEOPOROSIS INTERNATIONAL

Osteoporosis

(2019) Juliet E Compston et al.   LANCET

Using texture analysis of head CT images to differentiate osteoporosis from normal bone density

(2019) Yusuke Kawashima et al.   EUROPEAN JOURNAL OF RADIOLOGY

Genetic predisposition to increased serum calcium, bone mineral density, and fracture risk in individuals with normal calcium levels: mendelian randomisation study

(2019) Agustin Cerani et al.   BMJ-British Medical Journal

Hounsfield Units on Lumbar Computed Tomography for Predicting Regional Bone Mineral Density

(2019) Kyung Joon Kim et al.   Open Medicine

Association of Genetic Variants Related to Serum Calcium Levels with Reduced Bone Mineral Density

(2019) Gloria Hoi-Yee Li et al.   JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM

The exploration of feature extraction and machine learning for predicting bone density from simple spine X-ray images in a Korean population

(2019) Sangwoo Lee et al.   SKELETAL RADIOLOGY

Repeatability and reproducibility of radiomic features: A systematic review

(2018) Alberto Traverso et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Multidetector Computed Tomography Imaging

(2018) Muthu Rama Krishnan Mookiah et al.   JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY

Measurement Techniques and Utility of Hounsfield Unit Values for Assessment of Bone Quality Prior to Spinal Instrumentation

(2018) Qasim Zaidi et al.   SPINE

Diagnostic efficacy of Hounsfield units in spine CT for the assessment of real bone mineral density of degenerative spine: correlation study between T-scores determined by DEXA scan and Hounsfield units from CT

(2016) Man Kyu Choi et al.   ACTA NEUROCHIRURGICA

Bone Density, Microstructure and Strength in Obese and Normal Weight Men and Women in Younger and Older Adulthood

(2015) Amy L Evans et al.   JOURNAL OF BONE AND MINERAL RESEARCH