Using machine-learning language processing model for radiotherapy treatment planning
US-2026100265-A1 · Apr 9, 2026 · US
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Peltola Jarkko patents
Peltola Jarkko is listed as an inventor on 88 patents in our database. Major assignees and classification codes are summarized below.
| Metric | Value |
|---|---|
| Inventor | Peltola Jarkko |
| Total patents | 88 |
| First publication | Jun 23, 2015 |
| Latest publication | Apr 9, 2026 |
Notable patents
Publications ranked by popularity score, then publication date.
Energy treatment plan optimization method and apparatus
US-2026091245-A1 · Apr 2, 2026 · US
Radiation treatment plan apparatus and method
US-2026083982-A1 · Mar 26, 2026 · US
Radiation treatment plan optimization method and apparatus
US-2026014392-A1 · Jan 15, 2026 · US
Radiation treatment apparatus and method
US-12521569-B2 · Jan 13, 2026 · US
Using machine-learning language processing model for radiotherapy visualization
US-2025372231-A1 · Dec 4, 2025 · US
Systems and methods for automatic treatment planning and optimization
US-12324930-B2 · Jun 10, 2025 · US
Radiation treatment plan optimization
US-2025170420-A1 · May 29, 2025 · US
Radiation treatment plan optimization method and apparatus
US-2025161712-A1 · May 22, 2025 · US
Multi-field radiation treatment plan method and apparatus
US-2025161713-A1 · May 22, 2025 · US
Recent patents
Latest publications not already listed above.
Plan analysis and guidance using voice commands and human language processing
US-12251575-B2 · Mar 18, 2025 · US
Generating time-efficient treatment field trajectories for external-beam radiation treatments
US-12239850-B2 · Mar 4, 2025 · US
Knowledge based multi-criteria optimization for radiotherapy treatment planning
US-12186588-B2 · Jan 7, 2025 · US
Method and apparatus to optimize a radiation treatment plan
US-12138478-B2 · Nov 12, 2024 · US
Machine learning-based generation of 3D dose distributions for volumes not included in a training corpus
US-12138476-B2 · Nov 12, 2024 · US
Artificial intelligence modeling for radiation therapy dose distribution analysis
US-12121747-B2 · Oct 22, 2024 · US
Radiation treatment apparatus and method
US-2024325784-A1 · Oct 3, 2024 · US
Artificial intelligence modeling for radiation therapy dose distribution analysis
US-12053646-B2 · Aug 6, 2024 · US
Systems and methods for automatic treatment planning and optimization
US-2024226603-A1 · Jul 11, 2024 · US
Systems and methods for generating plan quality scores to optimize radiotherapy treatment planning
US-2024207643-A1 · Jun 27, 2024 · US
Systems and methods for optimizing radiotherapy planning using plan quality scores
US-2024212822-A1 · Jun 27, 2024 · US
Systems and methods for automatic treatment planning and optimization
US-12011613-B2 · Jun 18, 2024 · US
Treating a treatment volume with therapeutic radiation using a multi-leaf collimation system
US-2024047093-A1 · Feb 8, 2024 · US
Knowledge-based spatial dose metrics and methods to generate beam orientations in radiotherapy
US-11878184-B2 · Jan 23, 2024 · US
Artificial intelligence modeling for radiation therapy dose distribution analysis
US-2023310890-A1 · Oct 5, 2023 · US
Artificial intelligence modeling for radiation therapy dose distribution analysis
US-11679274-B2 · Jun 20, 2023 · US
Knowledge based multi-criteria optimization for radiotherapy treatment planning
US-2023173303-A1 · Jun 8, 2023 · US
Systems and methods for combining clinical goals with knowledge based dose prediction in treatment planning
US-11602643-B2 · Mar 14, 2023 · US
Knowledge based multi-criteria optimization for radiotherapy treatment planning
US-11565126-B2 · Jan 31, 2023 · US
Artificial intelligence modeling for radiation therapy dose distribution analysis
US-2022296923-A1 · Sep 22, 2022 · US
Major assignees
Companies most often associated with this inventor's publications.
| Assignee | Patents |
|---|---|
| Varian Medical Systems Int Ag | 64 |
| Siemens Healthineers Int Ag | 25 |
| Varian Med Sys Inc | 11 |
| Nord Janne | 5 |
| Peltola Jarkko | 5 |
Top CPC classifications
Most common classification codes across this inventor's patents.
| CPC | Patents |
|---|---|
| A61N5/1031 | 68 |
| A61N5/103 | 37 |
| A61N5/1047 | 31 |
| A61N5/1045 | 26 |
| G16H20/40 | 25 |