Lee Chonho 李天鎬

Researcher Number	70792737
Other IDs
Affiliation (Current)	2025: 岡山理科大学, 情報理工学部, 教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 岡山理科大学, 情報理工学部, 教授 2021 – 2023: 岡山理科大学, 総合情報学部, 教授 2020: 大阪大学, サイバーメディアセンター, 特任准教授(常勤)
Review Section/Research Field	Except Principal Investigator Basic Section 57060:Surgical dentistry-related / Basic Section 57070:Developmental dentistry-related / Basic Section 61030:Intelligent informatics-related
Keywords	Except Principal Investigator 人工知能 / 口腔粘膜疾患 / 口腔がん / ハイパースペクトルイメージング / 矯正歯科治療 / 数理モデル / 自動診断 / 強化学習 / 3次元パッキング / 深層強化学習 … More / Bin Packing 問題 / 遺伝的アルゴリズム / 3次元パッキング問題 / 深層学習 Less

Development of an AI system that uses images and natural language as input and interacts with clinicians to create orthodontic diagnoses.
- Principal Investigator
  
  谷川千尋
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 57070:Developmental dentistry-related
- Research Institution
  Osaka University
ハイパースペクトルイメージングの口腔粘膜解析dataを用いた新規口腔癌診断AIの開発
- Principal Investigator
  
  平岡慎一郎
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 57060:Surgical dentistry-related
- Research Institution
  Osaka University
A flexible solver for large scale 3D-bin-packing problem
- Principal Investigator
  
  Mashita Tomohiro
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Osaka University
口腔外科におけるBig Dataを用いた深層学習解析モデルの臨床応用に関する研究
- Principal Investigator
  
  平岡慎一郎
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 57060:Surgical dentistry-related
- Research Institution
  Osaka University

All 2024 2023 2022 2021 2020

All Journal Article Presentation

[Journal Article] Automated evaluation of masseter muscle volume: deep learning prognostic approach in oral cancer2024
- Author(s)
  Sakamoto Katsuya、Hiraoka Shin-ichiro、Kawamura Kohei、Ruan Peiying、Uchida Shuji、Akiyama Ryo、Lee Chonho、Ide Kazuki、Tanaka Susumu
- Journal Title
  
  BMC Cancer
  
  Volume: 24 Issue: 1 Pages: 128-128
- DOI
  10.1186/s12885-024-11873-y
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17113, KAKENHI-PROJECT-23K12845, KAKENHI-PROJECT-20K10115
[Journal Article] Prediction of cervical lymph node metastasis from immunostained specimens of tongue cancer using a multilayer perceptron neural network2022
- Author(s)
  Kawamura Kohei、Lee Chonho、Yoshikawa Takashi、Hani Al‐Shareef、Usami Yu、Toyosawa Satoru、Tanaka Susumu、Hiraoka Shin‐Ichiro
- Journal Title
  
  Cancer Medicine
  
  Volume: 12 Issue: 5 Pages: 5312-5322
- DOI
  10.1002/cam4.5343
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K10115, KAKENHI-PROJECT-21K17113
[Journal Article] Solving 3D Container Loading Problems Using Physics Simulation for Genetic Algorithm Evaluation2021
- Author(s)
  NISHIYAMA Shuhei、LEE Chonho、MASHITA Tomohiro
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E104.D Issue: 11 Pages: 1913-1922
- DOI
  10.1587/transinf.2020EDP7239
- NAID
  130008110004
- ISSN
  0916-8532, 1745-1361
- Year and Date
  2021-11-01
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K12030
[Presentation] Efficient Deep Reinforcement Learning with Probability Mask in Online 3D Bin Packing Problem2023
- Author(s)
  Takumi Nakajima, Chonho Lee, Tomohiro Mashita
- Organizer
  International Symposium on Grids & Clouds (ISGC) 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K12030
[Presentation] 口腔粘膜疾患診断における AI2021
- Author(s)
  平岡慎一郎, 川村晃平, 李天鎬, 小林義和, 島田泰如, 吉田遼司, 住友伸一郎, 宮下仁, 川原一郎, 田中晋, 鵜澤成一
- Organizer
  第45回日本頭頸部癌学会総会・学術講演会シンポジウム「口腔顎顔面疾患診断と治療におけるAIの活用」
- Invited
- Data Source
  KAKENHI-PROJECT-20K10115
[Presentation] 超拡大内視鏡による細胞形態観察Dataを用いた新規口腔癌診断支援AIの研究2021
- Author(s)
  川村晃平、平岡慎一郎、李天鎬、阪本勝也、内田修爾
- Organizer
  第45回日本頭頸部癌学会総会・学術講演会
- Data Source
  KAKENHI-PROJECT-20K10115
[Presentation] Deep Learningによる画像認識を用いた、舌扁平上皮癌の手術切除検体の特徴抽出による予後予測に関する研究2020
- Author(s)
  川村晃平、平岡慎一郎、李天鎬、大家香織、田中晋、古郷幹彦
- Organizer
  第44回日本頭頸部癌学会
- Data Source
  KAKENHI-PROJECT-20K10115
[Presentation] Deep Learningを用いた、舌扁平上皮癌の切除検体に対する新規予後予測法に関する研究2020
- Author(s)
  川村晃平，平岡慎一郎，李天鎬，大家香織，福田康夫，宇佐美悠，内田修爾，阪本勝也，田中晋，古郷幹彦
- Organizer
  第58回日本癌治療癌学会
- Data Source
  KAKENHI-PROJECT-20K10115

1. 平岡慎一郎 (70615616)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
2. 関壮樹 (60755081)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. Mashita Tomohiro (00467606)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. 島田泰如 (50751757)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
5. 谷川千尋 (70423142)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 梶原智之 (70824960)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 田中晋 (00367541)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 川村晃平 (20880157)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
9. 熊本康昭 (30611727)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 藤田克昌 (80362664)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Lee Chonho 李 天鎬

Research Projects

Research Products

Co-Researchers

Development of an AI system that uses images and natural language as input and interacts with clinicians to create orthodontic diagnoses.

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

ハイパースペクトルイメージングの口腔粘膜解析dataを用いた新規口腔癌診断AIの開発

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A flexible solver for large scale 3D-bin-packing problem

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

口腔外科におけるBig Dataを用いた深層学習解析モデルの臨床応用に関する研究

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Automated evaluation of masseter muscle volume: deep learning prognostic approach in oral cancer2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Prediction of cervical lymph node metastasis from immunostained specimens of tongue cancer using a multilayer perceptron neural network2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Solving 3D Container Loading Problems Using Physics Simulation for Genetic Algorithm Evaluation2021

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Presentation] Efficient Deep Reinforcement Learning with Probability Mask in Online 3D Bin Packing Problem2023

Author(s)

Organizer

Data Source

[Presentation] 口腔粘膜疾患診断における AI2021

Author(s)

Organizer

Data Source

[Presentation] 超拡大内視鏡による細胞形態観察Dataを用いた新規口腔癌診断支援AIの研究2021

Author(s)

Organizer

Data Source

[Presentation] Deep Learningによる画像認識を用いた、舌扁平上皮癌の手術切除検体の 特徴抽出による予後予測に関する研究2020

Author(s)

Organizer

Data Source

[Presentation] Deep Learningを用いた、舌扁平上皮癌の切除検体に対する 新規予後予測法に関する研究2020

Author(s)

Organizer

Data Source

Lee Chonho 李天鎬

[Presentation] Deep Learningによる画像認識を用いた、舌扁平上皮癌の手術切除検体の特徴抽出による予後予測に関する研究2020

[Presentation] Deep Learningを用いた、舌扁平上皮癌の切除検体に対する新規予後予測法に関する研究2020