| Presentation | 2023-01-25 Integrating Data Science and Open Data in Prostate Cancer Decision Support Platform Case study on Songklanagarind Hospital Statisticians Nattawut Thongpim, Sorawit Khumnaewnak, Chidchanok Choksuchat, Tanan Bejrananda, Korakot Wichitsa-nguan Jetwanna, Sirima Kanghae, Sureena Matayong, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | There are an increasing number of new cases’ prostate cancer in Thailand, and highly mortality rates every year. The purpose of this research is to implement a platform for statisticians' decision-making systems in prostate cancer patients with survival models and to present the results of data analysis to support the decision of statisticians. Web application on http://iniac.ict.sci.psu.ac.th:8080/ locating the services of decision support system and presenting information: 1.) the system was developed using a COX regression model and a parametric model. 2.) determining platform requirements from statisticians: 2.1) input specification consists of the user details; age, PSA, Gleason group, Metastasis and model from statisticians. Output specification is the graph, map, rating of data. 2.2) functional specification is applying for membership to access the system, retrieving data from users, processing data from users with model, displaying data, retrieving user data for analysis. 3.) technician usage includes 3.1) computer technology contains algorithms to the analysis and model made from data to be analyzed and forecast using R script. The system runs in a web application developed in a computer language and runs through a server. 3.2) integrating open data from Data.go.th which brings API to retrieve spatial data embedded to map browsing a group of data that shown the patient population density. The results of program's performance test 6 types of data upload and user satisfaction of excellent assessments by statisticians. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Decision support platform / Open data / System usability / Data analysis / Prostate cancer |
| Paper # | IA2022-75 |
| Date of Issue | 2023-01-18 (IA) |
| Conference Information | |
| Committee | IA |
|---|---|
| Conference Date | 2023/1/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Umeda Campus, Kwansei Gakuin University (Osaka) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Sensor Network, IoT, M2M, etc., and IA2022 - Workshop on Internet Architecture and Applications 2022 |
| Chair | Tomoki Yoshihisa(Osaka Univ.) |
| Vice Chair | Yusuke Sakumoto(Kwansei Gakuin Univ.) / Yuichiro Hei(KDDI Research) / Hiroshi Yamamoto(Ritsumeikan Univ.) |
| Secretary | Yusuke Sakumoto(Osaka Univ.) / Yuichiro Hei(Kogakuin Univ.) / Hiroshi Yamamoto(Kyushu Inst. of Tech.) |
| Assistant | Daisuke Kotani(Kyoto Univ.) / Ryo Nakamura(Fukuoka Univ.) / Ryo Nakamura(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Integrating Data Science and Open Data in Prostate Cancer Decision Support Platform Case study on Songklanagarind Hospital Statisticians |
| Sub Title (in English) | |
| Keyword(1) | Decision support platform |
| Keyword(2) | Open data |
| Keyword(3) | System usability |
| Keyword(4) | Data analysis |
| Keyword(5) | Prostate cancer |
| 1st Author's Name | Nattawut Thongpim |
| 1st Author's Affiliation | Faculty of Medicine, Prince of Songkla University, Thailand(Faculty of Medicine, Prince of Songkla Univ.) |
| 2nd Author's Name | Sorawit Khumnaewnak |
| 2nd Author's Affiliation | Faculty of Science, Prince of Songkla University, Thailand(Faculty of Science, Prince of Songkla Univ.) |
| 3rd Author's Name | Chidchanok Choksuchat |
| 3rd Author's Affiliation | Faculty of Science, Prince of Songkla University, Thailand(Faculty of Science, Prince of Songkla Univ.) |
| 4th Author's Name | Tanan Bejrananda |
| 4th Author's Affiliation | Faculty of Medicine, Prince of Songkla University, Thailand(Faculty of Medicine, Prince of Songkla Univ.) |
| 5th Author's Name | Korakot Wichitsa-nguan Jetwanna |
| 5th Author's Affiliation | Faculty of Science, Prince of Songkla University, Thailand(Faculty of Science, Prince of Songkla Univ.) |
| 6th Author's Name | Sirima Kanghae |
| 6th Author's Affiliation | Faculty of Science, Prince of Songkla University, Thailand(Faculty of Science, Prince of Songkla Univ.) |
| 7th Author's Name | Sureena Matayong |
| 7th Author's Affiliation | Faculty of Engineering, Prince of Songkla University, Thailand(Faculty of Engineering, Prince of Songkla Univ.) |
| Date | 2023-01-25 |
| Paper # | IA2022-75 |
| Volume (vol) | vol.122 |
| Number (no) | IA-359 |
| Page | pp.pp.49-53(IA), |
| #Pages | 5 |
| Date of Issue | 2023-01-18 (IA) |