Supervised machine learning model to predict total knee replacement in a large osteoartrhitis real-world evidence dataset using retrospectively 20-year insurance data from Israel

Authors

Institutions

Publication Details

Journal
BMC Medical Informatics and Decision Making
Published
2026-03-17
DOI
https://doi.org/10.1186/s12911-026-03435-y
Primary Topic
Osteoarthritis Treatment and Mechanisms
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Supervised machine learning model to predict total knee replacement in a large osteoartrhitis real-world evidence dataset using retrospectively 20-year insurance data from Israel

Franziska Saxer, David Demanse, Matthias Schieker, S. Gazit et al.
BMC Medical Informatics and Decision Making
Osteoarthritis Treatment and Mechanisms
article

Supervised machine learning model to predict total knee replacement in a large osteoartrhitis real-world evidence dataset using retrospectively 20-year insurance data from Israel

Franziska Saxer, David Demanse, Matthias Schieker, S. Gazit, T. Patalon
article en

Abstract

No abstract available for this paper.
BMC Medical Informatics and Decision Making
Novartis (Switzerland) (CH), University of Basel (CH)
Reduced inequalities
Openalex Percentile: Top 18%
Osteoarthritis Treatment and Mechanisms
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.