Determination of Lung Regions on Chest CT Images with Diffuse Lung Diseases by use of Anatomical Structures and Pulmonary Textures
Karasawa, Kyohei ; Kido, Shoji ; Hirano, Yasushi ; Kozuka, Kazuki
Image segmentation
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Image classification
To analyze diffuse lung diseases based on chest region computed tomography (CT) imaging by using a computer-aided diagnosis (CAD) system, it…
Development of Automatic Database Registration and Similar-Case Retrieval for Diffuse Lung Diseases by Texture Analysis of Whole-Lung CT Volume
Kozuka, Kazuki ; Takata, Kazutoyo ; Kondo, Kenji ; Karasawa, Kyohei ; Hirano, Yasushi ; Kido, Shoji
Image retrieval
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Image feature extraction
In the similar case retrieval system, it is necessary to create a database in advance. Conventionally, the databases were made by manually…
Estimation of Knee Extensor Strength using Wearable Sensors
Sato, Yoshikuni ; Nakada, Toru ; Kozuka, Kazuki ; Kiyono, Masaki ; Nonoyama, Tadayoshi ; Kubota, Masafumi ; Koie, Yusuke ; Yasutake, Masaki ; Yamamura, Osamu
Data mining in biosignals
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Pattern recognition methods for data mining in biosignals
In this paper, we present a new method of estimating knee extensor strength that is based on wearable sensors and machine learning. Our…
Prediction of Peak VO2 from Walking Energy Cost Index for the Elderly
Nakada, Toru ; Sato, Yoshikuni ; Kozuka, Kazuki ; Kiyono, Masaki ; Nonoyama, Tadayoshi ; Kubota, Masafumi ; Koie, Yusuke ; Yasutake, Masaki ; Yamamura, Osamu
Human performance – Modelling and prediction
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Rehabilitation – Wearable systems
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Rehabilitation – Cardiorespiratory
In this paper, we present a new method to predict peak oxygen consumption(Peak VO2) from a new index, walking energy cost index, which…
