Related Experiment Video

Updated: Aug 7, 2026

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
07:15

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

Published on: August 16, 2020

7.3K

Explainable machine learning for differential diagnosis of diabetic foot infection and osteomyelitis: a two-center

Parhat Yasin1, Shiming Dong2, Zubaidanmu Aizezi3

  • 1Department of Spine Surgery, The Sixth Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, 830000, People's Republic of China.

BMC Medical Informatics and Decision Making
|November 11, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Blood biomarkersDiabetic foot infectionExplainable artificial intelligence (XAI)Machine learningOsteomyelitis

More Related Videos

Prospective, Randomized, and Controlled Study of a Human Umbilical Cord Mesenchymal Stem Cell Injection for Treating Diabetic Foot Ulcers
04:09

Prospective, Randomized, and Controlled Study of a Human Umbilical Cord Mesenchymal Stem Cell Injection for Treating Diabetic Foot Ulcers

Published on: March 3, 2023

3.6K
Glycemic Impact on Knee Osteoarthritis Symptoms on Physical, Radiographic, and Inflammatory Markers among Individuals Aged 50 and Over with Diabetes
07:22

Glycemic Impact on Knee Osteoarthritis Symptoms on Physical, Radiographic, and Inflammatory Markers among Individuals Aged 50 and Over with Diabetes

Published on: March 7, 2025

701

Related Experiment Videos

Last Updated: Aug 7, 2026

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
07:15

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

Published on: August 16, 2020

7.3K
Prospective, Randomized, and Controlled Study of a Human Umbilical Cord Mesenchymal Stem Cell Injection for Treating Diabetic Foot Ulcers
04:09

Prospective, Randomized, and Controlled Study of a Human Umbilical Cord Mesenchymal Stem Cell Injection for Treating Diabetic Foot Ulcers

Published on: March 3, 2023

3.6K
Glycemic Impact on Knee Osteoarthritis Symptoms on Physical, Radiographic, and Inflammatory Markers among Individuals Aged 50 and Over with Diabetes
07:22

Glycemic Impact on Knee Osteoarthritis Symptoms on Physical, Radiographic, and Inflammatory Markers among Individuals Aged 50 and Over with Diabetes

Published on: March 7, 2025

701

Related Concept Videos

Diabetic Foot Ulcer01:31

Diabetic Foot Ulcer

Definition A diabetic foot ulcer (DFU) is a chronic, non-healing wound that develops in individuals with diabetes. It typically occurs on pressure-bearing areas such as the heel, metatarsal heads, or hallux, and carries a high risk of infection and amputation.Pathophysiology • The development of DFUs can be explained by four interconnected mechanisms: neuropathy, ischemia, infection, and impaired wound healing. • Neuropathy is the most common factor. Sensory neuropathy reduces pain perception,...

Articles linked to this work by shared authors, journal, and citation graph.

Comparison of clinical and radiological outcomes between microscope-assisted tubular unilateral laminectomy for bilateral decompression and bilateral laminotomy for crossover decompression in single-level lumbar spinal stenosis.

Frontiers in surgery·2026

Correction: Efficacy and safety of BCMA-or GPRC5D-directed CD3 bispecific antibodies in relapsed/refractory multiple myeloma: a systematic review and meta-analysis of prospective clinical trials and real-world studies.

Frontiers in immunology·2026

Biomechanical characteristics of osteotomy correction for kyphosis secondary to ankylosing spondylitis: a finite element study.

BMC musculoskeletal disorders·2026

From lifespan extension to hallmark-informed gerotherapeutic prioritization: A bibliometric-guided, strategy-oriented review of anti-aging drug research.

Ageing research reviews·2026

The Impact of Bone Cement Distribution in Unilateral PVP on Therapeutic Outcomes of Vertebral Compression Fracture Repair.

Orthopedic research and reviews·2026

Efficacy and safety of BCMA- or GPRC5D-directed CD3 bispecific antibodies in relapsed/refractory multiple myeloma: a systematic review and meta-analysis of prospective clinical trials and real-world studies.

Frontiers in immunology·2026

Interpretable machine learning model for early prediction of deep vein thrombosis in elderly ICU patients: multicenter development and external validation.

BMC medical informatics and decision making·2026

Dual-modality ultrasound radiomics of the medial gastrocnemius muscle for detecting diabetic peripheral neuropathy: a multicenter prospective study.

BMC medical informatics and decision making·2026

Application of knowledge graphs in health management for chronic disease patients: a scoping review.

BMC medical informatics and decision making·2026

D3MI: an efficient and powerful federated imputation method for bias reduction in the analysis of distributed incomplete data by accounting for within-site correlation and between-site heterogeneity.

BMC medical informatics and decision making·2026

Using interpretable machine learning models to predict the occurrence of severe influenza in hospitalized children: a retrospective cohort study.

BMC medical informatics and decision making·2026

Development and temporal validation of a machine learning-based model for predicting renal impairment in multiple myeloma: a single-center retrospective cohort study.

BMC medical informatics and decision making·2026

Adipose Mesenchymal Stem Cells Secreted Exosomal miR-26a-5p Ameliorate Renal Fibrosis via Inhibiting Glycolysis and Ferroptosis in Renal Interstitial Fibrosis.

Journal of cellular and molecular medicine·2026

Routinely Derived Metabolic Indices for IDF-Defined Metabolic Syndrome in Chinese Adults: A Cross-Sectional Study.

Journal of diabetes research·2026

VSL#3 Co-Administration Is Associated with Altered Early-Phase Obeticholic Acid Exposure in MASLD Mice.

Nutrients·2026

Beyond Weight Loss: Rethinking Dietary and Lifestyle Interventions for Liver Disease Modification in MASLD.

Nutrients·2026

Punicalagin Alleviates Diabetic Kidney Injury: Potential Involvement of SESN2-Related Mitophagy and Changes in Pyroptosis-/Ferroptosis-Related Indicators.

Nutrients·2026

Tirzepatide for Weight Recurrence After Metabolic and Bariatric Surgery: A Critical Review of Direct and Indirect Evidence with Emphasis on Sleeve Gastrectomy, Nutritional Safety, and Clinical Implications.

Nutrients·2026
See all related articles
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies
Jove
Visualize
Contact Us