Inventor

ESA KUUSELA

Inventor

FI

Overview

2021–2026

Patent span

Physics

Primary field (CPC G)

Patents· 49 as inventor

Public. Assignee & technology derived from the patent record. Each patent links to its LexDana page.

A61Nprimary

A61NElectrotherapy44%

G16HHealthcare informatics, i.e. information and communication technology [ict] specially adapted for the handling or processing of medical or healthcare data25%

G06NComputing arrangements based on specific computational models13%

G06FElectric digital data processing6%

G06TImage data processing or generation, in general6%

G16ZInformation and communication technology [ict] specially adapted for specific application fields, not otherwise provided for3%

G21KHandling of particles or ionising radiation not otherwise provided for2%

G05BControl or regulating systems in general1%

G09GArrangements or circuits for control of indicating devices using static means to present variable information1%

PatentTitleYear

12,551,720Method and apparatus to facilitate administering therapeutic radiation to a patient2026 12,521,569Radiation treatment apparatus and method2026 12,515,075Systems and methods for automatic radiotherapy treatment plan generation using a machine learning language processing model2026 12,508,444Using organ similarity metric to determine optimization strategy in adaptive radiation therapy2025 12,491,377Apparatus comprising a memory, a control circuit, a user interface, and a radiation treatment platform to facilitate an administration of a knowledge-based radiation treatment plan2025 12,485,292Machine learning prediction of dose volume histogram shapes2025 12,453,866Detecting anomalous dose volume histogram information2025 12,453,867Radiation treatment plan optimization method and apparatus2025 12,427,339Training artificial intelligence models for radiation therapy2025 12,327,620Clinical goal treatment planning and optimization2025 12,324,930Systems and methods for automatic treatment planning and optimization2025 12,322,490Artificial intelligence models for VMAT sector calculations2025 12,239,850Generating time-efficient treatment field trajectories for external-beam radiation treatments2025 12,186,588Knowledge based multi-criteria optimization for radiotherapy treatment planning2025 12,157,013Method and apparatus to optimize a radiation treatment plan using hierarchically-diversified planning templates2024 12,138,476Machine learning-based generation of 3D dose distributions for volumes not included in a training corpus2024 12,138,483Method and apparatus for radiation treatment plan risk assessment2024 12,109,434Neural network calibration for radiotherapy2024 12,080,402Artificial intelligence modeling to suggest field geometry templates2024 12,064,647Method and apparatus to facilitate generating a leaf sequence for a multi-leaf collimator2024 12,053,649Method and apparatus for using a multi-layer multi-leaf collimation system2024 12,045,988Using radiation dose information for automatic organ segmentation model training2024 12,036,422Expansion of search space for multicriteria optimization in radiation treatment planning2024 12,011,613Systems and methods for automatic treatment planning and optimization2024 11,980,775Automatic generation of radiation treatment plan optimization objectives2024 11,941,544Generating and applying robust dose prediction models2024 11,931,598Method and apparatus that includes generating a clinical target volume for therapeutic radiation2024 11,878,184Knowledge-based spatial dose metrics and methods to generate beam orientations in radiotherapy2024 11,865,369Neural network calibration for radiotherapy2024 11,823,778Clinical goal treatment planning and optimization2023 11,813,479Method and apparatus to facilitate administering therapeutic radiation to a patient2023 11,759,655Method and apparatus for using a multi-layer multi-leaf collimation system2023 11,738,211Dose-distribution estimation in proton therapy2023 11,710,558Computer modeling for field geometry selection2023 11,684,800Apparatus to facilitate the administration of a knowledge-based radiation treatment plan2023 11,612,761Training artificial intelligence models for radiation therapy2023 11,602,643Systems and methods for combining clinical goals with knowledge based dose prediction in treatment planning2023 11,590,367Neural network calibration for radiotherapy2023 11,590,362Radiotherapy treatment planning based on treatment delivery efficiency2023 11,565,126Knowledge based multi-criteria optimization for radiotherapy treatment planning2023 11,537,912Generating and applying robust dose prediction models2022 11,529,531Using reinforcement learning in radiation treatment planning optimization to locate dose-volume objectives2022 11,439,843Knowledge based treatment planning corrected for biological effects2022 11,395,929Method and apparatus to deliver therapeutic radiation to a patient2022 11,285,339Generating time-efficient treatment field trajectories for external-beam radiation treatments2022 11,278,737Systems and methods for automatic treatment planning and optimization2022 11,278,738Using isodose surfaces for optimizing dose distribution in radiation treatment planning2022 11,173,322Systems and methods for treatment planning using continuous quality metrics2021 11,158,408Clinical goal treatment planning and optimization2021

Career & activity timeline

Assembled from patent assignee/location history and declaration credentials.

2021–2025Patents assigned to VARIAN MEDICAL SYSTEMS INT AG (23)· patent assignee history

2021–2026Based in FI· patent location history

2022–2026Patents assigned to SIEMENS HEALTHINEERS INT AG (33)· patent assignee history

2023–2025Patents assigned to VARIAN MED SYS INC (3)· patent assignee history

Inventor activity

Assignee and location history derived from the patent record.

Assignees

Assignee	Patents	Span
SIEMENS HEALTHINEERS INT AG	33	2022–2026
VARIAN MEDICAL SYSTEMS INT AG	23	2021–2025
VARIAN MED SYS INC	3	2023–2025

Locations

Location	Patents	Span
FI	49	2021–2026