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Blood Cell Classification

Abstract

This project has been developed to address medical challenges related to the process of counting and classifying blood cells from samples, a task that requires both time and high precision. To reduce the workload of medical personnel, the developers have created a platform and an artificial intelligence (AI) system capable of automatically classifying and counting cells from sample images. This system is designed to assist medical laboratory technicians by enabling them to work more efficiently and accurately, reducing the time required for analysis. Furthermore, it promotes the advancement of medical technology, ensuring effective usability from classrooms and laboratories to hospitals.

Objective

เนื่องจากคณะผู้จัดทำมีโอกาสได้พูดคุยกับบุคลากรที่ทำงานในสายอาชีพเทคนิคการแพทย์ จึงเล็งเห็นถึงปัญหาด้านระยะเวลาการทำงาน โดยเฉพาะในกระบวนการแยกและนับจำนวนเซลล์เม็ดเลือด ซึ่งเป็นขั้นตอนที่ใช้เวลาค่อนข้างมาก คณะผู้จัดทำจึงเล็งเห็นโอกาสในการนำความรู้ที่มีมาพัฒนาแนวทางใหม่เพื่อช่วยลดภาระงานของบุคลากรทางการแพทย์ หากสามารถลดระยะเวลาในกระบวนการดังกล่าวได้ ด้วยเหตุนี้เอง โครงการนี้จึงถูกริเริ่มขึ้นมา โดยมีเป้าหมายเพื่อพัฒนาเทคโนโลยีที่สามารถสนับสนุนการทำงานของบุคลากรทางการแพทย์ และยกระดับคุณภาพของกระบวนการตรวจวินิจฉัยให้มีความรวดเร็วและแม่นยำยิ่งขึ้น

Other Innovations

Comparison of the efficiency of nano-type oxygen concentrators with bundle size different pump crates in sea bass nursery ponds

คณะเทคโนโลยีการเกษตร

Comparison of the efficiency of nano-type oxygen concentrators with bundle size different pump crates in sea bass nursery ponds

This research aims to evaluate the efficiency of nano-type oxygen diffusers at different pump power levels in sea bass nursery ponds. The study examines how varying power levels affect dissolved oxygen distribution in the water and their impact on the health, growth, and survival rates of sea bass. The findings indicate that pump power levels influence dissolved oxygen concentration, with the optimal power level improving oxygen distribution in the pond. This enhancement leads to higher survival and growth rates for sea bass. The results provide valuable insights for selecting appropriate oxygen diffusers and pump power levels in fish nursery pond systems. The experiment consisted of two conditions: 1. Without fish – This condition assessed the oxygenation capacity, oxygen transfer coefficient, oxygen transfer rate, and oxygen transfer efficiency of pumps at three different power levels. 2. With fish – This condition evaluated whether the oxygen supplied by pumps at three power levels was sufficient, based on the growth rate and survival rate of the fish in the pond. Blood counts were conducted to assess the immune response. The collected data were statistically analyzed using the RCBD method for the condition without fish and the CRD method for the condition with fish, employing SPSS software.

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A DESIGN GUIDELINE FOR PROTOTYPE APPLICATION OF PUBLIC TRANSPORTATION AT KING MONGKUT'S INSTITUTE OF TECHNOLOGY LADKRABANG.

คณะสถาปัตยกรรม ศิลปะและการออกแบบ

A DESIGN GUIDELINE FOR PROTOTYPE APPLICATION OF PUBLIC TRANSPORTATION AT KING MONGKUT'S INSTITUTE OF TECHNOLOGY LADKRABANG.

This research aims to study the guidelines and develop a prototype of an application for public transport users to plan their journey and increase safety in using different types of public transport to travel to King Mongkut's Institute of Technology Ladkrabang. The objectives are as follows: 1) To study the factors of user experience (UX) and user interface (UI) design that affect the users of the application for using public transport. 2) To study the needs of users of public transport applications who must travel to King Mongkut's Institute of Technology Ladkrabang. 3) To present the guidelines for designing the user experience (UX) and user interface (UI) and to produce a prototype of the application for using public transport to travel to King Mongkut's Institute of Technology Ladkrabang. The research includes a review of the literature on User Experience (UX) and User Interface (UI) design, as well as a look at examples of public transportation applications and pick-up sites near King Mongkut's Institute of Technology Ladkrabang. This study is based on qualitative research. There are examples of employing relevant applications during the interview. The target audience is students aged 18 to 35 who will give prototypes for application development to satisfy their requirements. Provide information that is actually useful to users. The research results found that the public transport vehicles that the target group used the most were the Songthaew (the pick-up truck), train, airport rail link, motorcycle taxi, taxi, and bus, respectively. Users were concerned about various safety issues and wanted to design features to increase safety and confidence in using public transport vehicles for students, such as sending locations to relevant officials in the event of an emergency or when assistance was needed, and important information about public transport vehicles that students needed, such as calculating prices, calculating travel times, bus schedules, official and clear pick-up and drop-off points, bus routes, driver registration, suggestions or route recommendations, and the time of public transport vehicles arriving at the point where users were waiting, etc. The guidelines for designing the User Experience (UX) were presented from the analysis of the target group's data, which was a prioritization of the features of the menu for recording frequently used routes, a menu showing nearby pick-up points, a menu for searching for routes and selecting using various user constraints, such as calculating travel prices or travel times, and a menu that could set fonts and color modes to support a variety of users. This was because the study of user needs for fonts found an equal demand for Thai fonts with looped (Looped font) and without looped (Loopless font), as well as a study of the application's color requirements, which required both light and dark colors to be displayed in approximately equal amounts. This includes the design of the user interface (User Interface) by designing symbols that allow users to access the desired information quickly without confusion.

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Enhancing the efficiency of in-ear monitors for hearing-impaired musicians

วิทยาลัยวิศวกรรมสังคีต

Enhancing the efficiency of in-ear monitors for hearing-impaired musicians

Some musicians are hearing impaired, some have finished their careers, but some continue to work, and it is much harder for them to be deaf than for musicians who are not. Some use hearing aids in their daily lives and use in-ear monitors in their live performances, which seem normal, but in their in-ears they only hear the metronome and drums. How can we improve the performance of in-ear monitors to near normal?

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