- Patent Title: Medical image processing method, medical image processing apparatus, and computer readable non-volatile storage medium storing medical image processing program
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Application No.: US17699008Application Date: 2022-03-18
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Publication No.: US12243127B2Publication Date: 2025-03-04
- Inventor: Tzu-Cheng Lee , Jian Zhou , Liang Cai , Zhou Yu , Masakazu Matsuura , Takuya Nemoto , Hiroki Taguchi
- Applicant: CANON MEDICAL SYSTEMS CORPORATION
- Applicant Address: JP Otawara
- Assignee: CANON MEDICAL SYSTEMS CORPORATION
- Current Assignee: CANON MEDICAL SYSTEMS CORPORATION
- Current Assignee Address: JP Otawara
- Agency: Canon U.S.A., Inc. IP Division
- Main IPC: G06T11/00
- IPC: G06T11/00 ; G06T7/00

Abstract:
A medical image processing method includes obtaining a first set of projection data by performing, with a first CT apparatus including a first detector with a first pixel size, a first CT scan of an object in a first imaging region of the first detector; obtaining a first CT image with a first resolution by reconstructing the first set of projection data; obtaining a processed CT image with a resolution higher than the first resolution by applying a machine-learning model for resolution enhancement to the first CT image; and displaying the processed CT image or outputting the processed CT image for analysis. The machine-learning model is obtained by training using a second CT image based on a second set of projection data acquired by a second CT scan of the object in a second imaging region with a second CT apparatus including a second detector with a second pixel size.
Public/Granted literature
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06T | 一般的图像数据处理或产生 |
G06T11/00 | 2D〔二维〕图像的生成 |