公开(公告)号：US12009104B2

公开(公告)日：2024-06-11

申请号：US17117408

申请日：2020-12-10

Applicant: FUJIFILM Corporation

Inventor： Misaki Kawahara ,  Goro Miura ,  Satoshi Naito ,  Shumpei Kamon ,  Masaaki Oosake

IPC: G16H50/70 ,  A61B1/00 ,  G06F18/21 ,  G06F18/214 ,  G06N20/00 ,  G06V10/774 ,  G06V10/776 ,  G16H30/40 ,  G16H50/20

CPC classification number: G16H50/70 ,  A61B1/000096 ,  G06F18/214 ,  G06F18/217 ,  G06N20/00 ,  G06V10/774 ,  G06V10/776 ,  G16H30/40 ,  G16H50/20

Abstract: There are provided a medical image processing apparatus, a medical image processing method, a machine learning system, and a program that can reduce the volume of communication and can reduce the processing load of retraining or additional training that is performed by a machine learning apparatus. A medical image processing apparatus (13) includes: a trainer (26) that performs additional training for a first computer-aided diagnosis device on the basis of an input medical image; an evaluation unit that compares a second computer-aided diagnosis device obtained by the additional training with the first computer-aided diagnosis device and evaluates whether learning difference information about the additional training contributes to improvement of performance of the first computer-aided diagnosis device; a communication determination unit that determines, on the basis of a result of evaluation, whether the learning difference information is to be communicated; and a communication unit (34) that outputs the learning difference information in accordance with a result of determination by the communication determination unit.

公开(公告)号：US11992178B2

公开(公告)日：2024-05-28

申请号：US17035738

申请日：2020-09-29

Applicant: FUJIFILM Corporation

Inventor： Shumpei Kamon ,  Hirona Yumbe

IPC: A61B1/00 ,  G06T7/00

CPC classification number: A61B1/000096 ,  A61B1/00018 ,  A61B1/0002 ,  G06T7/0012 ,  G06T2207/10068 ,  G06T2207/30096

Abstract: An object of the present invention is to provide an image processing device, an endoscope system, and an image processing method capable of efficiently saving a moving image in which a lesion is shown. An image processing device according to a first aspect of the present invention includes a moving image acquisition unit that acquires an examination moving image by an endoscope, a report information acquisition unit that acquires report information on an examination corresponding to the examination moving image, the report information including at least one of subject information of a still image acquired in the examination or acquisition time information of the still image, a report information analysis unit that extracts at least one of subject information of a lesion image or acquisition time information of the lesion image from the report information, and a moving image saving unit that saves a lesion moving image, which is a moving image for a time range in which the lesion image is included in the examination moving image, on the basis of a result of the extraction.

公开(公告)号：US11954897B2

公开(公告)日：2024-04-09

申请号：US17938609

申请日：2022-10-06

Applicant: FUJIFILM Corporation

Inventor： Shumpei Kamon

IPC: G06V10/70 ,  G06T7/00 ,  H04N5/268

CPC classification number: G06V10/70 ,  G06T7/0012 ,  H04N5/268 ,  G06T2207/10016 ,  G06T2207/30004

Abstract: An endoscope processor device generates first video signals. A recognition processing processor device generates second video signals by reflecting a result of recognition processing based on the first video signals. A display displays any one of the second video signals or the first video signals switched from the second video signals on the basis of first video switching signals from the recognition processing processor device. The display displays that a result display of the recognition processing is being stopped in a case where the result display of the recognition processing by the second video signals is stopped.

公开(公告)号：US11918176B2

公开(公告)日：2024-03-05

申请号：US17391644

申请日：2021-08-02

Applicant: FUJIFILM Corporation

Inventor： Masaaki Oosake ,  Shumpei Kamon

IPC: A61B1/00 ,  G06F18/2431 ,  G06T7/00 ,  G06V10/25 ,  G06V10/82

CPC classification number: A61B1/00006 ,  A61B1/00009 ,  A61B1/000094 ,  G06F18/2431 ,  G06T7/0012 ,  G06V10/25 ,  G06V10/82 ,  G06T2207/10068 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: A medical image processing apparatus includes a recognition unit that detects a region of interest from an acquired medical image and classifies the region of interest; a display control unit that causes emphasis display for emphasizing the region of interest and a classification for the region of interest to be displayed in a screen identical to a screen for displaying an observation target included in the medical image; and an observation image switching unit that switches whether to display consecutive images or to display a still image by using a display device. In a case where consecutive image display of an observation image is switched to still image display by the observation image switching unit, the display control unit makes a change for reducing visual recognizability of at least any of the emphasis display or the classification compared with a case of the consecutive image display of the observation image.

公开(公告)号：US11911007B2

公开(公告)日：2024-02-27

申请号：US17000374

申请日：2020-08-24

Applicant: FUJIFILM Corporation

Inventor： Shumpei Kamon

IPC: G06V10/25 ,  A61B1/045 ,  A61B1/00 ,  G06F18/24 ,  G06V10/141 ,  G06V10/75 ,  G06V10/764 ,  G06V10/143

CPC classification number: A61B1/045 ,  A61B1/000094 ,  A61B1/00117 ,  A61B1/00126 ,  G06F18/24 ,  G06V10/141 ,  G06V10/143 ,  G06V10/25 ,  G06V10/754 ,  G06V10/764

Abstract: An object of the present invention is to provide an image processing device, an endoscope system, and an image processing method capable of observing an accurate structure of a subject while preventing a substantial decrease in a frame rate in a case where an image is acquired using a plurality of observation lights. An image processing device according to a first aspect of the present invention includes an image input unit that inputs a first image and a second image captured at different times, in which the image input unit inputs the first image captured with first observation light and the second image captured with second observation light different from the first observation light; a parameter calculation unit that calculates a parameter for registering the first image and the second image; an image generation unit that applies the parameter to the first image to generate a registered first image; and a display control unit that causes a display device to sequentially display the input first image and the generated registered first image.

公开(公告)号：US11684237B2

公开(公告)日：2023-06-27

申请号：US16901022

申请日：2020-06-15

Applicant: FUJIFILM Corporation

Inventor： Shumpei Kamon

IPC: A61B1/00 ,  A61B1/06

CPC classification number: A61B1/00006 ,  A61B1/0005 ,  A61B1/00042 ,  A61B1/000094 ,  A61B1/0638 ,  A61B1/0646 ,  A61B1/0655

Abstract: Provided are endoscopic image acquisition system and method that make observation of images easier when images are collected. The endoscopic image acquisition system includes a wavelength pattern changing unit that changes a wavelength pattern of irradiation light with which a part to be observed in a body cavity of a patient is irradiated or returning light from the part to be observed. Images of an observation wavelength pattern are captured at a certain frame rate. In response to acceptance of an acquisition instruction, images of a plurality of wavelength patterns different from one another are sequentially captured. The images of the plurality of wavelength patterns different from one another are stored in a storage unit. An image of a wavelength pattern other than the observation wavelength pattern is set not to be displayed.

公开(公告)号：US11450425B2

公开(公告)日：2022-09-20

申请号：US16724391

申请日：2019-12-23

Applicant: FUJIFILM Corporation

Inventor： Shumpei Kamon ,  Masaaki Oosake

IPC: G16H30/40 ,  G16H15/00 ,  G16H30/20 ,  A61B1/00 ,  A61B1/04 ,  G06T7/00

Abstract: A medical image processing apparatus 10 includes a medical image acquisition unit 11 that acquires a medical image 50 including a subject image, a medical image analysis result acquisition unit 12 that acquires an analysis result obtained by analyzing the medical image 50, a display unit 13 that displays at least one medical image 50 and at least information on presence or absence of a lesion or a type of a lesion in the analysis result acquired by the medical image analysis result acquisition unit 12, and an input receiving unit 14 that receives an input regarding whether or not the information on presence or absence of a lesion or a type of a lesion included in the analysis result is correct.

公开(公告)号：US11200460B2

公开(公告)日：2021-12-14

申请号：US17089673

申请日：2020-11-04

Applicant: FUJIFILM Corporation

Inventor： Shumpei Kamon

IPC: G06K9/62 ,  G06N3/08 ,  G16H30/20 ,  G16H30/40

Abstract: An object of the invention is to provide an image learning device, an image learning method, a neural network, and an image classification device which can support appropriate classification of an image.
In the image learning device according to an aspect of the invention, the neural network performs a first task of classifying a recognition target in a medical image and outputting a classification score as an evaluation result, and a second task different from the first task. The neural network updates a weight coefficient on the basis of a comparison result between the classification score output for the medical image of a first image group and a ground truth classification label, and does not reflect the classification score output for the medical image of a second image group in an update of the weight coefficient, for the first task. The neural network updates the weight coefficient on the basis of the evaluation result output for the medical image of the first image group and the evaluation result output for the medical image of the second image group, for the second task.

公开(公告)号：US10939799B2

公开(公告)日：2021-03-09

申请号：US16131020

申请日：2018-09-13

Applicant: FUJIFILM Corporation

Inventor： Shumpei Kamon

IPC: A61B1/00 ,  G06T7/00 ,  A61B1/06 ,  A61B1/313 ,  A61B5/1459

Abstract: It is an object of the present invention to provide an image processing apparatus, an endoscope system, an image processing method, an image processing program, and a recording medium capable of accurately estimating blood vessel information. An image processing apparatus according to an aspect of the present invention includes: an image acquisition unit that acquires an image of a living body; a blood vessel index value calculation unit that calculates a blood vessel index value of the living body from the acquired image; a blood vessel density calculation unit that calculates a blood vessel density of the living body from the acquired image; a blood vessel index value correction unit that corrects the calculated blood vessel index value according to the calculated blood vessel density; and a blood vessel information estimation unit that estimates blood vessel information of the living body based on the corrected blood vessel index value.