Browsing by Subject "machine learning"
Now showing items 1-5 of 5
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Accuracy Improvement for Segmentation and Classification of Wound Tissues through Region-Focus Training
Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัลType: Thesis(Silpakorn University, 18/6/2021)Segmentation of chronic wound regions from an image aids in following up a wound-healing process without a wound contact. Unlike a wound tracing method, the image-based method imposes no risk of infection. This method is ... -
DIABETES CLASSIFICATION USING MACHINE LEARNING TECHNIQUES
Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์Type: Thesis(Silpakorn University, 4/7/2023)Nowadays, Machine learning techniques play an increasingly prominent role in medical diagnosis because using these techniques can be analyzed to find patterns or facts that are difficult to explain, which contributes to ... -
Estimation of HbA1c in type 2 diabetes patients using machine learning : a case study of Rayong Hospital in Honor of Her Royal Highness Princess Maha Chakri Sirindhorn
Collection: Theses (Master's degree) - Health Informatics / วิทยานิพนธ์ – สารสนเทศศาสตร์ทางสุขภาพType: Thesis(Silpakorn University, 28/6/2024)HbA1c is an important variable for follow up medication and adherance of type 2 diabetes mellitus patient,But sometimes patient can lose their HbA1c check up that appoint 1-2 times a year.This study focus on estimate HbA1c ... -
Framework of Information Storage and Retrieval of The Motifs on the Center of Sukhothai Ceramics
Collection: Theses (Master's degree) - Information Technology and Digital Innovation / วิทยานิพนธ์ - เทคโนโลยีสารสนเทศและนวัตกรรมดิจิทัลType: Thesis(Silpakorn University, 28/6/2024)The motifs on the center of Sukhothai ceramics are essential elements for determining the age of the ceramics. Sukhothai ceramics in each kiln were made with different pattern production techniques, and thus one specific ... -
Using Machine Learning for Detection of Illegal Food Advertising Text
Collection: Theses (Master's degree) - Health Informatics / วิทยานิพนธ์ – สารสนเทศศาสตร์ทางสุขภาพType: Thesis(Silpakorn University, 10/7/2020)The objective of this research is to find the appropriate model from machine learning techniques for classifying food advertising texts to legal and illegal texts. A set of 400 food advertising texts was divided into 200 ...