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Transformers for Final Setups and Intermediate Staging in Clear Tray Aligners

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Published March 25th, 2026
Detected April 2nd, 2026
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Summary

The European Patent Office published patent application EP4633526A1 filed by Solventum Intellectual Properties Company, covering transformer neural network systems for planning orthodontic aligner treatment stages. The AI-based system generates both final treatment setups and intermediate aligner staging. Designated states include all EU member states plus other European countries.

What changed

Solventum Intellectual Properties Company has been granted a European patent (EP4633526A1) for transformer neural network methods used in clear aligner orthodontic treatment planning. The AI system processes patient data to generate optimized final treatment setups and intermediate staging configurations for sequential aligners. The patent covers IPC classifications spanning neural networks (G06N 3/02, G06N 3/0455), healthcare data analysis (G16H 50/20, G16H 50/70), and dental/medical devices (A61C 7/00, A61B 5/00, A61B 34/00).

This publication represents a standard EPO patent bulletin entry with no immediate compliance obligations. Medical device manufacturers and orthodontic technology firms should review the patent claims to assess freedom-to-operate implications for competing aligner systems incorporating AI or machine learning components. The designated states cover all major European markets (DE, FR, GB, IT, ES, NL, etc.) plus Switzerland, Norway, and other EPC states.

Source document (simplified)

← EPO Patent Bulletin

TRANSFORMERS FOR FINAL SETUPS AND INTERMEDIATE STAGING IN CLEAR TRAY ALIGNERS

Publication EP4633526A1 Kind: A1 Mar 25, 2026

Applicants

Solventum Intellectual Properties Company

Inventors

YATES, Francis J. T., GANDRUD, Jonathan D., STARR, Michael, HOSSEINI, Seyed Amir Hossein, DEMLOW, Steve C.

IPC Classifications

A61C 7/00 20060101AFI20240621BHEP G06N 3/02 20060101ALI20240621BHEP G06N 3/0455 20230101ALI20240621BHEP G06N 7/00 20230101ALI20240621BHEP G06N 20/00 20190101ALI20240621BHEP G16H 50/20 20180101ALI20240621BHEP G16H 50/70 20180101ALI20240621BHEP A61B 5/00 20060101ALI20240621BHEP A61B 34/00 20160101ALI20240621BHEP

Designated States

AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR

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Classification

Agency
EPO
Published
March 25th, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
EP4633526A1

Who this affects

Applies to
Medical device makers Healthcare providers Patients
Industry sector
3345 Medical Device Manufacturing 6211 Healthcare Providers
Activity scope
Medical Device Manufacturing Intellectual Property
Geographic scope
European Union EU

Taxonomy

Primary area
Medical Devices
Operational domain
Intellectual Property
Topics
Artificial Intelligence Healthcare

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