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Sirirat Anutrakulchai. Ischemic stroke post-treatment prediction using machine learning to develop Web application for Healthcare Centers in Thailand. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2023.
Ischemic stroke post-treatment prediction using machine learning to develop Web application for Healthcare Centers in Thailand
Name: Kulwarin Worraviseat
Organization :
Khon Kaen University. Faculty of Engineering
Email :
kulwarin_p@kkumail.com
Name: Narongrit Kasemsap
Organization :
Khon Kaen University. Faculty of Medicine
Email :
naroka@kku.ac.th
Name: Pobporn Danvirutai
Organization :
Khon Kaen University. Postdoctoral Research Program
Email :
pobporn.danvirutai@gmail.com
Name: Chavis Srichan
Organization :
Khon Kaen University. Faculty of Engineering
Email :
chavis@kku.ac.th
Name: Sirirat Anutrakulchai
Organization :
Khon Kaen University. Faculty of Medicine
Email :
sirirt_a@kku.ac.th
keyword:
Stroke
ThaSH:
Cerebrovascular disease
-- Treatment
ThaSH:
Artificial intelligence
-- Medical applications
ThaSH:
Precision medicine
ThaSH:
Web applications
Abstract:
Stroke attack is one of the most serious concerns
in an emergency room. Expert diagnosis and accurate treatment
are crucial for the improvement, death, or impairment of the
patients. This work aims at using big data analytics for
developing a system to provide the probability for each patient
whether he would improve after medications. Records of
N=1700 volunteers were gathered for non-linear classification
training. Random Forest outperforms seven other methods
compared in this study. The AI model was deployed as a web
application for a rural hospital to assist medical personnel. This
can be considered an important step towards AI-assisted
emergency medications for stroke. Under the situation where
the NIH Stroke Score was unavailable on time, the system could
still provide the improvement probability via a web application
based on the AI model trained in this work.
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2023
Modified:
2024-12-02
Issued:
2024-12-02
บทความ/Article
application/pdf
BibliograpyCitation :
In Electrical Engineering Academic Association (Thailand), Mahasarakham University. Faculty of Engineering and ASEFA. The 2023 International Electrical Engineering Congress (iEECON 2023) (pp.54-57). Mahasarakham : Mahasarakham University
eng
©copyrights King Mongkut's University of Technology North Bangkok
RightsAccess:
ใช้เวลา
0.039938 วินาที
Kulwarin Worraviseat
| Title | Contributor | Type |
|---|---|---|
| Ischemic stroke post-treatment prediction using machine learning to develop Web application for Healthcare Centers in Thailand
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Kulwarin Worraviseat;Narongrit Kasemsap;Pobporn Danvirutai;Chavis Srichan;Sirirat Anutrakulchai | บทความ/Article |
Narongrit Kasemsap
| Title | Contributor | Type |
|---|---|---|
| Ischemic stroke post-treatment prediction using machine learning to develop Web application for Healthcare Centers in Thailand
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Kulwarin Worraviseat;Narongrit Kasemsap;Pobporn Danvirutai;Chavis Srichan;Sirirat Anutrakulchai | บทความ/Article |
Pobporn Danvirutai
| Title | Contributor | Type |
|---|---|---|
| Ischemic stroke post-treatment prediction using machine learning to develop Web application for Healthcare Centers in Thailand
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Kulwarin Worraviseat;Narongrit Kasemsap;Pobporn Danvirutai;Chavis Srichan;Sirirat Anutrakulchai | บทความ/Article | |
| A study on the modeling of ATP depletion in cardiac muscle cells induced by solar proton flux using differential equations and its potential to explain sudden unexpected nocturnal death syndrome (SUNDS) in Thailand
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Kawinthalakon Phulumphai;Pobporn Danvirutai;Chavis Srichan | บทความ/Article |
Chavis Srichan
| Title | Contributor | Type |
|---|---|---|
| Ischemic stroke post-treatment prediction using machine learning to develop Web application for Healthcare Centers in Thailand
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Kulwarin Worraviseat;Narongrit Kasemsap;Pobporn Danvirutai;Chavis Srichan;Sirirat Anutrakulchai | บทความ/Article | |
| A study on the modeling of ATP depletion in cardiac muscle cells induced by solar proton flux using differential equations and its potential to explain sudden unexpected nocturnal death syndrome (SUNDS) in Thailand
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Kawinthalakon Phulumphai;Pobporn Danvirutai;Chavis Srichan | บทความ/Article |
Sirirat Anutrakulchai
| Title | Contributor | Type |
|---|---|---|
| Ischemic stroke post-treatment prediction using machine learning to develop Web application for Healthcare Centers in Thailand
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Kulwarin Worraviseat;Narongrit Kasemsap;Pobporn Danvirutai;Chavis Srichan;Sirirat Anutrakulchai | บทความ/Article |