Transformers for Final Setups and Intermediate Staging in Clear Tray Aligners
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)
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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