Predicting Outcome in Clear Aligner Treatment

Predicting Outcome in Clear Aligner Treatment: A Machine Learning ...

Background/Objectives: Machine learning (ML) models predicting the risk of refinement (i.e., a subsequent course of treatment being ...

Predicting Outcome in Clear Aligner Treatment: A Machine Learning ...

The sign (positive or negative) and relative size of each SHAP value explain that predictor's influence on the prediction, thereby providing the transparency ...

Comparative Assessment of Clinical and Predicted Treatment ...

This technique used clear aligners formed on plaster models of the teeth. This type of appliance was effective in correcting mild discrepancies in the alignment ...

Analysis of predicted and achieved root angulation changes in teeth ...

Attachments play a minor role in the predictability of root angulation outcomes. Clear aligner therapy (CAT) is a rapidly evolving domain in ...

Comparative Assessment of Clinical and Predicted Treatment ...

Comparative Assessment of Clinical and Predicted Treatment Outcomes of Clear Aligner Treatment: An in Vivo Study - Turkish Journal of Orthodontics.

Predicting Outcome in Clear Aligner Treatment: A Machine Learning ...

Article on Predicting Outcome in Clear Aligner Treatment: A Machine Learning Analysis., published in Journal of clinical medicine 13 on ...

Predictability of orthodontic tooth movement with aligners

The present study was designed to define: (1) which are the less predictable OTM with Invisalign aligners when the treatment plan is ...

Efficacy of clear aligner therapy over conventional fixed appliances ...

Simon et al. 9 reported that staging had a significant influence on treatment outcome: for rotation of premolars with a staging of ˂1.5°/aligner, the total ...

Evaluation of the predicted vs. achieved occlusal outcomes with the ...

In mild-to-moderate Class I malocclusions, treatment using the Invisalign® appliance resulted in an overall loss of posterior contact. The loss of occlusal ...

(PDF) Comparative Assessment of Clinical and Predicted Treatment ...

Comparative Assessment of Clinical and Predicted Treatment Outcomes of Clear Aligner Treatment: An in Vivo Study · Abstract and Figures · Citations (24) ...

Evaluation of Difference Between Predicted and Achieved Outcome ...

Material and methods: A search of the keywords “Clear Aligner Therapy, Maxillary Expansion, Predictability OR Efficacy, Expansion with clear ...

Clear Aligner Therapy Concerns: Addressing Discrepancies ...

Inaccurate prediction of tooth movements may not only lead to a prolonged duration of aligner treatment with an additional need for refinement ...

Age-stratified assessment of orthodontic tooth movement outcomes ...

Clear aligners evolved from Kesling's 1940 positioner appliance for refining teeth [1]. With advancements in CAD/CAM technology, Align ...

Comparitive Assessment of the Clinical Treatment Outcome and the ...

Predicted Treatment Outcome of Clear Aligner Treatment; In Vivo ... predicted treatment outcome of clear aligners. The main goal of this ...

A new method assessing predicted and achieved mandibular tooth ...

Rossini and colleagues published a systematic review in 2015 to evaluate the efficacy of clear aligner treatment in controlling orthodontic ...

Outcome assessment of orthodontic clear aligner vs fixed appliance ...

... treatment time showed better outcomes for treatment with clear aligners ... predicting movements in ... predictor of outcome for more routine malocclusions.

Outcomes of clear aligner treatment with and without Dental ...

Compared with Invisalign predicted tooth positions, actual tooth positions were statistically (P <0.05) more accurate for the DM group for the ...

Back to Basics: What do we know about clear aligner treatment?

Overall accuracy for all tooth movement using clear aligners is around 50% ( · The predictability of tooth movement seems to be improved if the ...

Comparitive Assessment of the Clinical Treatment Outcome and the ...

Comparitive Assessment of the Clinical Treatment Outcome and the Predicted Treatment Outcome of Clear Aligner Treatment; In Vivo Study · Aligner · comparison ...

Article Versions Notes - MDPI

... Predicting Outcome in Clear Aligner Treatment: A Machine Learning Analysis. J. Clin. Med. 2024, 13, 3672. https://doi.org/10.3390/jcm13133672. AMA Style. Wolf ...