Development of Explainable Machine Learning Models to Identify Patients at Risk for 1-Year Mortality and New Distant Metastases Postendoprosthetic Reconstruction for Lower Extremity Bone Tumors

Level II, Prognostic Study. See Instructions for Authors for a complete description of levels of evidence.

Authors

Anthony Bozzo (ORCID: https://orcid.org/0000-0001-8195-2086)
Jiawen Deng (ORCID: https://orcid.org/0000-0002-8274-6468)
Michelle Ghert (ORCID: https://orcid.org/0000-0002-4778-4522)
Madhur Nayan (ORCID: https://orcid.org/0000-0001-7502-3475)
Sahir Bhatnagar (ORCID: https://orcid.org/0000-0001-8956-2509)
Myron Moskalyk (ORCID: https://orcid.org/0009-0003-4136-6981)
Ahmed Aoude

Institutions

University of Maryland, Baltimore (US)
University of Toronto (CA)
Queen's University (CA)
Public Health Ontario (CA)
McGill University (CA)
New York University (US)
McMaster University (CA)

Publication Details

Journal: JBJS Open Access
Published: 2025-04-01
DOI: https://doi.org/10.2106/jbjs.oa.24.00213
Citations: 3
Primary Topic: Sarcoma Diagnosis and Treatment
Type: article
Field-Weighted Citation Impact: 4.56

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article

Development of Explainable Machine Learning Models to Identify Patients at Risk for 1-Year Mortality and New Distant Metastases Postendoprosthetic Reconstruction for Lower Extremity Bone Tumors

Anthony Bozzo, Jiawen Deng, Michelle Ghert, Madhur Nayan et al.

Apr 1, 2025

3 citations

JBJS Open Access

Sarcoma Diagnosis and Treatment

4.56

article

Development of Explainable Machine Learning Models to Identify Patients at Risk for 1-Year Mortality and New Distant Metastases Postendoprosthetic Reconstruction for Lower Extremity Bone Tumors

Anthony Bozzo, Jiawen Deng, Michelle Ghert, Madhur Nayan, Sahir Bhatnagar, Myron Moskalyk, Ahmed Aoude

April 1, 2025article en

3 citations

Abstract

Level II, Prognostic Study. See Instructions for Authors for a complete description of levels of evidence.

JBJS Open AccessVol. 10(2)

University of Maryland, Baltimore (US), University of Toronto (CA), Queen's University (CA), Public Health Ontario (CA), McGill University (CA), New York University (US), McMaster University (CA)

Good health and well-being

Openalex Percentile: Top 6%

Sarcoma Diagnosis and Treatment

4.56

DOI Open Access PDF OpenAlex

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Development of Explainable Machine Learning Models to Identify Patients at Risk for 1-Year Mortality and New Distant Metastases Postendoprosthetic Reconstruction for Lower Extremity Bone Tumors — Anthony Bozzo, Jiawen Deng, et al. · JBJS Open Access (2025) | TGRS Research Map | TGRS