The reflections highlight the innovative nature of developing an AI system for assessing Fishman’s skeletal maturity indicators and its clinical relevance, with comments like 'interesting AI in skeletal maturation' and calls to watch the full video, demonstrating engagement and moderate excitement about its potential impact.
AgreementModerate agreement
Most discussions acknowledge the potential benefits of using AI for predicting skeletal maturity, showing general support for the research.
InterestModerate interest
Participants express curiosity and recognize the relevance of AI in orthodontics, indicating moderate enthusiasm.
EngagementModerate engagement
Posts reference specific aspects such as dataset size, validation accuracy, and the clinical implications, showing active engagement.
ImpactModerate impact
The potential to improve treatment planning and efficiency suggests the study could meaningfully influence orthodontic practices.
Abstract in brief
The study developed an AI-based system to automatically assess Fishman's Skeletal Maturity Indicators (SMI), which are important in orthodontics for timing treatment, using hand-wrist radiographs.
The system involves three steps: detecting regions of interest, evaluating skeletal maturity, and mapping the SMI stages, validated with large datasets showing high accuracy (77.2%) and reliability for clinical use.
This AI tool aims to make skeletal maturity assessments faster and more consistent in dental practice, improving treatment planning and clinical efficiency.]
AI in skeletal maturation assessment seems interesting
“Prediction of Fishman’s skeletal
maturity indicators using artificial
intelligence”
https://t.co/uqFq58C7E4
This study evaluates an artificial intelligence–based automated system for predicting Fishman’s Skeletal Maturity Indicators (SMI) using 3,304 hand-wrist radiographs.
Watch full video on YT:
https://t.co/iiCdicu8H7
Dec 27, 2025 · 2 likes · 1 share · 11 followersView post →
MM
Medlog - AI in Medicine
@medlog · X
Prediction of Fishman’s skeletal maturity indicators using artificial intelligence https://t.co/9l8kYUUQHD
#ai #health
This study evaluates an AI-based system for predicting Fishman's Skeletal Maturity Indicators using hand-wrist radiographs. The system automates detection, classification, and SMI stage mapping, achieving high accuracy…
This study evaluates an AI-based system for predicting Fishman's Skeletal Maturity Indicators from hand-wrist radiographs, offering a fast, reliable method to improve orthodontic treatment timing and planning.
This study evaluates an artificial intelligence–based automated system for predicting Fishman’s Skeletal Maturity Indicators (SMI) using 3,304 hand-wrist radiographs.
Watch full video on YT:
https://t.co/iiCdicu8H7
Dec 27, 2025 · 2 likes · 1 share · 11 followersView post →
MM
Medlog - AI in Medicine
@medlog · X
Prediction of Fishman’s skeletal maturity indicators using artificial intelligence https://t.co/9l8kYUUQHD
#ai #health
AI in skeletal maturation assessment seems interesting
“Prediction of Fishman’s skeletal
maturity indicators using artificial
intelligence”
https://t.co/uqFq58C7E4
Artificial Intelligence For Accurate Diagnosis of Pediatric Diseases ...
News
https://doi.org/10.1038/s41598-023-33058-6. Bar Eini-Porat et al., “Tell Me Something Interesting: Clinical Utility of Machine. Learning Prediction Models ...