Shoko Miyauchi

Profile Information

Affiliation: 助教, システム情報科学研究院, 九州大学

ORCID iD: https://orcid.org/0000-0002-7037-3801
J-GLOBAL ID: 201901012118300770
researchmap Member ID: B000357627

Research Interests

Research Areas

Research History

Apr, 2018 - Present

Faculty of Information Science and Electrical Engineering, Kyushu University
Jan, 2020 - Mar, 2020

訪問研究員, Imperial College London
Apr, 2016 - Mar, 2018

Japan Society for the Promotion of Science

Education

Apr, 2013 - Mar, 2018

Department of Advanced Information Technology, Graduate School of Information Science and Electrical Engineering, Kyushu University
Apr, 2009 - Mar, 2013

Department of Electrical Engineering and Computer Science, School of Engineering, Kyushu University

Committee Memberships

Jan, 2022 - Present

会計幹事（検査担当）, SICE九州支部
Jan, 2021 - Dec, 2022

Secretary/Treasurer, IEEE EMB West Japan Chapter
Oct, 2020 - Sep, 2022

編集委員会委員, 日本医用画像工学会
Sep, 2021 - Jul, 2022

実行委員, MIRU2022 若手プログラム

Awards

Mar, 2018

九州大学大学院システム情報科学府優秀学生表彰, 九州大学大学院システム情報科学府同窓会

宮内翔子
Mar, 2015

九州大学大学院システム情報科学府優秀学生表彰, 九州大学大学院システム情報科学府同窓会

宮内翔子
Mar, 2015

九州大学学生表彰（学術研究活動表彰）, 九州大学

宮内翔子
May, 2014

平成25(2013)年度MI研究奨励賞, 電子情報通信学会医用画像研究会

宮内翔子
Nov, 2013

電子情報通信学会和文論文誌D・学生論文特集号秀逸論文, 電子情報通信学会

宮内翔子

Papers

Effectiveness of Watching a Kumagai Method Video for Long-Nipple Bottle-Feeding for Children with Cleft Lip and Palate: A Pilot Experimental Before–After Trial Study

Shingo Ueki, Yukari Kumagai, Yumi Hirai, Eri Nagatomo, Shoko Miyauchi, Takuro Inoue, Qi An, Eri Tashiro, Junko Miyata

Children, 11(11) 1358-1358, Nov 8, 2024
The Kumagai Method: Feeding Techniques Using the Pigeon Baby Cleft Palate Bottle

Shingo Ueki, Yukari Kumagai, Yumi Hirai, Eri Nagatomo, Shoko Miyauchi, Takuro Inoue, Qi An, Eri Tashiro, Junko Miyata

Nursing Reports, 14(4) 2695-2705, Sep 30, 2024
The Kumagai Method Utilizing the Pigeon Bottle Feeder with a Long Nipple: A Descriptive Study for the Development of Feeding Techniques for Children with Cleft Lip and/or Palate

Shingo Ueki, Yukari Kumagai, Yumi Hirai, Eri Nagatomo, Shoko Miyauchi, Takuro Inoue, Qi An, Junko Miyata

Children, 11(3), Mar 19, 2024 Peer-reviewed
Isomorphic Mesh Generation from Point Clouds with Multilayer Perceptrons

Shoko Miyauchi, Ken'ichi Morooka, Ryo Kurazume

IEEE Transactions on Visualization and Computer Graphics, 1-18, 2024 Peer-reviewed
FusionNet: A Frame Interpolation Network for 4D Heart Models.

Chujie Chang, Shoko Miyauchi, Ken'ichi Morooka, Ryo Kurazume, Óscar Martínez Mozos

MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI, 35-44, 2023 Peer-reviewed
Personalized Federated Learning for Institutional Prediction Model using Electronic Health Records: A Covariate Adjustment Approach.

Shinji Tarumi, Mayumi Suzuki, Hanae Yoshida, Shoko Miyauchi, Ryo Kurazume

EMBC, 1-4, 2023 Peer-reviewed
Automatic electron hologram acquisition of catalyst nanoparticles using particle detection with image processing and machine learning

Fumiaki Ichihashi, Akira Koyama, Tetsuya Akashi, Shoko Miyauchi, Ken'ichi Morooka, Hajime Hojo, Hisahiro Einaga, Yoshio Takahashi, Toshiaki Tanigaki, Hiroyuki Shinada …

Applied Physics Letters, 120(6) 064103-064103, Feb 7, 2022 Peer-reviewed
Artificial intelligence for segmentation of bladder tumor cystoscopic images performed by U-Net with dilated convolution

Jun Mutaguchi, Ken`ichi Morooka, Satoshi Kobayashi, Aiko Umehara, Shoko Miyauchi, Fumio Kinoshita, Junichi Inokuchi, Yoshinao Oda, Ryo Kurazume, Masatoshi Eto

Journal of Endourology, 36(6) 827-834, Jan 12, 2022 Peer-reviewed
Development of AR training systems for Humanitude dementia care

Ryo Kurazume, Tomoki Hiramatsu, Masaya Kamei, Daiji Inoue, Akihiro Kawamura, Shoko Miyauchi, Qi An

Advanced Robotics, 1-15, Jan 3, 2022 Peer-reviewed
Analysis of TEM images of metallic nanoparticles using convolutional neural networks and transfer learning

Akira Koyama, Shoko Miyauchi, Ken'ichi Morooka, Hajime Hojo, Hisahiro Einaga, Yasukazu Murakami

Journal of Magnetism and Magnetic Materials, 538 168225-168225, Nov, 2021 Peer-reviewed
Automatic Hologram Acquisition of Pt Catalyst Nanoparticles on TiO2 Using Particle Detection with Image Processing and AI Classification

Fumiaki Ichihashi, Akira Koyama, Tetsuya Akashi, Shoko Miyauchi, Ken'ichi Morooka, Hajime Hojo, Hisahiro Einaga, Toshiaki Tanigaki, Hiroyuki Shinada, Yasukazu Murakami

Microscopy and Microanalysis, 27(S1) 252-253, Aug, 2021 Peer-reviewed
Motion Generation by Learning Relationship between Object Shapes and Human Motions

Tokuo Tsuji, Sho Tajima, Yosuke Suzuki, Tetsuyou Watanabe, Shoko Miyauchi, Ken'ichi Morooka, Kensuke Harada, Hiroaki Seki

Proceedings of International Conference on Artificial Life and Robotics, 26 332-335, Jan 21, 2021 Peer-reviewed
A Deep Learning-Based Method for Predicting Volumes of Nasopharyngeal Carcinoma for Adaptive Radiation Therapy Treatment

Bilel Daoud, Ken’ichi Morooka, Shoko Miyauchi, Ryo Kurazume, Wafa Mnejja, Leila Farhat, Jamel Daoud

25th International Conference on Pattern Recognition (ICPR2020), 3256-3263, Jan, 2021 Peer-reviewed
A Method for Predicting Dose Distribution of Nasopharyngeal Carcinoma Cases by Multiple Deep Neural Networks

Bilel Daoud, Ken’ichi Morooka, Shoko Miyauchi, Ryo Kurazume, Wafa Mnejja, Leila Farhat, Jamel Daoud

IEV-IVPR 2020, Aug, 2020 Peer-reviewed
Bladder cancer segmentation from cystoscopic images by encoder-decoder network

A. Umehara, K. Morooka, J. Mutaguchi, S. Kobayashi, S. Miyauchi, R. Kurazume, M. Eto

CAR-LE-74, Jun, 2020 Peer-reviewed
Motion Generation Based on Statistical Learning of Daily Life Object Shapes and Human Motions

Sho TAJIMA, Atsushi KAWAKUBO, Tokuo TSUJI, Yosuke SUZUKI, Tetsuyou WATANABE, Shoko MIYAUCHI, Ken’ichi MOROOKA, Kensuke HARADA, Hiroaki SEKI

The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec), 2020 2A1-M17, 2020
GAN-Based Method for Synthesizing Multi-focus Cell Images

Ken'ichi Morooka, Xueru Zhang, Shoko Miyauchi, Ryo Kurazume, Eiji Ohno

Image and Video Technology - PSIVT 2019 International Workshops, 100-107, Nov, 2019 Peer-reviewed
3D Image Reconstruction from Multi-focus Microscopic Images

Takahiro Yamaguchi, Hajime Nagahara, Ken'ichi Morooka, Yuta Nakashima, Yuki Uranishi, Shoko Miyauchi, Ryo Kurazume

Image and Video Technology - PSIVT 2019 International Workshops, 73-85, Nov, 2019 Peer-reviewed
Brain volume mapping for constructing volumetric statistical shape model

Shoko Miyauchi, Ken'ichi Morooka, Yasushi Miyagi, Takaichi Fukuda, Ryo Kurazume

International Forum on Medical Imaging in Asia 2019, 11050, Mar 27, 2019 Peer-reviewed
Spatiotemporal Statistical Model of Anatomical Landmarks on a Human Embryonic Brain.

Aoi Shinjo, Atsushi Saito, Tetsuya Takakuwa, Shigehito Yamada, Hidekata Hontani, Hiroshi Matsuzoe, Shoko Miyauchi, Ken'ichi Morooka, Akinobu Shimizu

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - First International Workshop, UNSURE 2019, and 8th International Workshop(UNSURE/CLIP@MICCAI), 94-103, 2019 Peer-reviewed

Misc.

深層学習と統計的形状モデルを用いた歯列のセグメンテーション

山田葉月, 河野加奈, 宮内翔子, 上岡寛, 諸岡健一

医用画像研究会, Mar, 2024
Development of a novel method for preparing physically cross-linked Poly(vinyl alcohol) gels

Saori Sasaki, Shoko Miyauchi, Ryo Takigawa

MRM2023, Dec, 2023
狭心症診断支援のための段階的ネットワークの構築

髙島俊祐, 宮内翔子, 諸岡健一, 倉爪亮

第24回計測自動制御学会システムインテグレーション部門講演会, Dec, 2023
回帰分析を用いた口唇口蓋裂児への哺乳時における抱っこ姿勢の解析

井上拓朗, 宮内翔子, Qi An, 植木慎悟, 田代恵莉, 熊谷由加里, 平井優美, 倉爪亮

第41回日本ロボット学会学術講演会, Sep, 2023
Diagnostic support system for coronary artery disease using dynamic heart shapes and metadata

Shunsuke Takashima, Shoko Miyauchi, Ken’ichi Morooka, Ryo Kurazume

Computer Assisted Radiology and Surgery, Jun, 2023 Peer-reviewed
Construction of An Image Conversion Model to Generate 3D Organ Model Images from Robot-assisted Surgery Endoscopic Images

月野圭治, 月野圭治, 宮内翔子, 小林聡, 小栗晋, 牟田口淳, 塚原茂大, 後藤駿介, 松元崇, 門司恵介 …

日本コンピュータ外科学会誌(Web), 25(3), 2023
陰関数表現を用いた同一構造を持つ3次元物体メッシュモデル生成法の構築

板谷響, 宮内翔子, 諸岡健一

コンピュータビジョンとイメージメディア研究会, Nov, 2022
深層学習によるNBI内視鏡画像を用いた上部消化管腫瘍抽出

李澤昊, 諸岡健一, 江端由穂, 蓮田博文, 宮内翔子, 太田光彦

電子情報通信学会医用画像研究会, Sep, 2022
Artificial intelligence system that estimates the GOSLON Yardstick index in patients with unilateral cleft lip and palate

TowakoTanimura, Chihiro Tanikawa, Shoko Miyauchi, Ken’ichiMorooka, Hajime Nagahara, Takashi Yamashiro

14th International CLEFT Congress, Jul, 2022 Peer-reviewed
脳内部組織からの距離場とActive Appearance Modelによる患者脳内部構造の推定

宮内翔子, 渡邊匠吾, 宮城靖, 諸岡健一

第25回画像の認識・理解シンポジウム, Jul, 2022
Multiple Instance Learningによる大腸病理画像からの癌再発予測システムの構築

大森一輝, 諸岡健一, 中西良太, 宮内翔子, 沖英次, 吉住朋晴

電子情報通信学会医用画像研究会, May, 2022
患者の心臓動的形状とメタデータを用いた虚血性心疾患診断システムの構築

宮内翔子, 諸岡健一, 倉爪亮

電子情報通信学会技術研究報告(Web), 122(98(MI2022 32-48)), 2022
3次元心臓モデルためのフレーム補間手法の構築

チャンチュジェ, 宮内翔子, 諸岡健一, 倉爪亮

情報処理学会研究報告(Web), 2022(CG-188), 2022
A Computer-Aided Support System for Deep Brain Stimulation by Multidisciplinary Brain Atlas Database

Ken’ichi Morooka, Shoko Miyauchi, Yasushi Miyagi

Multidisciplinary Computational Anatomy, 163-167, 2022
Dynamic Shape Feature Extraction for Heart using Ladder Variational Autoencoder

TIAN Weiye, 宮内翔子, 倉爪亮, 諸岡健一

計測自動制御学会九州支部学術講演会予稿集(CD-ROM), 40th, Nov, 2021
同一構造を持つ３次元物体メッシュモデルの識別に適したGraph Convolutional Network構造の検討

板谷響, 宮内翔子, 諸岡健一

画像の認識・理解シンポジウムMIRU2021, Jul, 2021
触媒ナノ粒子の画像解析における転移学習の有効性の評価

小山朗, 宮内翔子, 諸岡健一, 北條元, 永長久寛, 村上恭和

日本顕微鏡学会第77回学術講演会, 2pmB_S-9-13, Jun, 2021
Graph Convolutional Networkによる口唇口蓋裂患者の咬合評価

宮内翔子, 渡邉匠吾, 板谷響, 谷川千尋, 谷村百和子, 山城隆, 長原一, 諸岡健一

電子情報通信学会技術研究報告, MI2020-51 21-22, Mar, 2021 Lead author
Analysis of Touching Skill in Humanitude-Contact Position with Care Receiver during Posture Change-

田中彰人, AN Qi, 宮内翔子, 河村晃宏, 倉爪亮

計測自動制御学会システムインテグレーション部門講演会(CD-ROM), 2C2-12, Dec, 2020
Measurement and Assessment of Touch Skills during Dementia Care Movements Using Tactile Gloves

井上大路, AN Qi, 宮内翔子, 河村晃宏, 倉爪亮

計測自動制御学会システムインテグレーション部門講演会(CD-ROM), 2C2-11, Dec, 2020

Teaching Experience

Oct, 2018 - Present

電気情報工学基礎実験 (九州大学)
Oct, 2021 - Mar, 2023

映像メディア処理 (Okayama University)
Jun, 2022 - Aug, 2022

プログラミング演習 (Kyushu University)
Oct, 2020 - Mar, 2021

Programming exercise (Kyushu University)
Oct, 2018 - Mar, 2019

情報知能工学特別講義 (九州大学大学院)

Professional Memberships

Jan, 2021 - Present

IEEE

Research Projects

Japan-U.S. collaboration to find novel biomarkers of CDK4/6 inhibitor using explainable deep learning and spatial genetic analysis.

Grants-in-Aid for Scientific Research, Fund for the Promotion of Joint International Research (Fostering Joint International Research (B)), Japan Society for the Promotion of Science, Oct, 2022 - Mar, 2026
多元歯形状データベースに基づくAIベース歯科治療支援システムの開発

科学研究費助成事業, 基盤研究(B), 日本学術振興会, Apr, 2022 - Mar, 2025

諸岡健一, 上岡寛, 宮内翔子, 河野加奈
Development of garbage collecting robot for marine microplastics

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A), Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, Apr, 2020 - Mar, 2025
Radiogenomicsのための動的心臓形状・ゲノム・生活習慣情報モデリング

科学研究費助成事業若手研究, 若手研究, 日本学術振興会, Apr, 2020 - Mar, 2023

宮内翔子
3D画像認識AIによる革新的癌診断支援システムの構築

科学技術振興機構戦略的創造研究推進事業 CREST, Oct, 2017 - Mar, 2023

諸岡健一
AIに基づく外科医の術中技能の定量化による次世代低侵襲手術手技訓練システム

科学研究費助成事業基盤研究(B), 基盤研究(B), 日本学術振興会, Apr, 2019 - Mar, 2022

諸岡健一, 大内田研宙, 倉爪亮, 河村晃宏, 宮内翔子
高精度3次元物体認識を実現するDenoising & Mesher DNNの構築

戦略的創造研究推進事業 ACT-X, 科学技術振興機構, Oct, 2019 - Mar, 2022

宮内翔子
AIと大規模画像処理による電子顕微鏡法の技術革新

戦略的創造研究推進事業 CREST, 科学技術振興機構, 2016 - Mar, 2021

村上恭和
動的変形および個体間形状差を記述した多元心臓統計的形状モデルの構築

研究活動スタート支援, 日本学術振興会, Oct, 2018 - Mar, 2020

宮内翔子
形状間の意味的対応に基づく3次元形状記述を用いた深層学習による3次元物体認識

AIPチャレンジ, 科学技術振興機構, Oct, 2018 - Mar, 2019

宮内翔子
ヒト脳間の関係を多角的に記述した多元脳図譜相関樹の構築とそれによる患者脳図譜推定

特別研究員奨励費, 日本学術振興会, Apr, 2016 - Mar, 2018

宮内翔子

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