Sysmex Corporation

National Cancer Center

Tokyo Medical and Dental University

Kazumi Hakamada

Yosuke Sekiguchi

Yuki Aihara

Kohei Yamada

Kanako Masumoto

Krupali Jain

Yoshiaki Miyamoto

Kengo Gotoh

Yoshinori Sasagawa

Hiroshi Yoshida

Eiji Kobayashi

Masaya Okada

Toshiyuki Sato

Ichiro Sekiya

An image analysis method according one or more embodiments may analyze a form of a cell using a deep learning algorithm with a structure of a neural network. The image analysis method may include: generating data for analysis from an image for analysis in which an analysis target cell is captured; inputting the data for analysis into the deep learning algorithm; and generating data indicating a form of the analysis target cell using the deep learning algorithm.

Image analysis method, image analysis apparatus, and image analysis program for analyzing cell with deep learning algorithm

The present invention provides an image analysis method for generating data indicating a region of a cell nucleus in an image of a tissue or a cell. The image analysis method is a method for analyzing an image of a tissue or a cell using a deep learning algorithm of a neural network structure, and generates data indicating a region of a cell nucleus in an analysis target image by the deep learning algorithm by generating analysis data from the analysis target image including an analysis target tissue or cell, and inputting the analysis data in the deep learning algorithm.

Image analysis method, apparatus, program, and learned deep learning algorithm

An image analysis method for generating data indicating a tumorigenic state of an image of a tissue or a cell. The image analysis method is an image analysis method for analyzing an image of a tissue or a cell using a deep learning algorithm of a neural network structure, analysis data are generated from the analysis target image including a tissue or cell to be analyzed, the analysis data are input to the deep learning algorithm, and data indicating the tumorigenic state of tissues or cells in the analysis target image are generated by the depth learning algorithm.

Image analysis method, image analysis apparatus, program, learned deep layer learning algorithm manufacturing method and learned deep layer learning algorithm

An image analysis method for analyzing an image of a tissue collected from a subject using a deep learning algorithm of a neural network structure. The image analysis method includes generating analysis data from the analysis target image that includes the tissue to be analyzed, inputting the analysis data to a deep learning algorithm, and generating data indicating a layer structure configuring a tissue in the analysis target image by the deep learning algorithm.

Image analysis method, image analysis apparatus and learned deep layer learning algorithm manufacturing method

A method comprises obtaining a first cell image of a cell by a first observation method, obtaining a second cell image of the cell by a second observation method that is different from the first observation method, and determining the region of the cell based on the first cell image and the second cell image.

Cell area determination method, cell imaging system, and cell image processing apparatus

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Kobe, Japan

Kazumi Hakamada