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Wannisa Wongkamchan started the topic Seminar 7 Presented by Wannisa: Clusters of people with type 2 diabetes in the forum TMHG 546 Seminar in Health Informatics Forum 7 hours, 16 minutes ago
The research article I will present is Clusters of people with type 2 diabetes in the general population: unsupervised machine learning approach using national surveys in Latin America and the Caribbean.
Here are two discussion topics
Discussion Topic 1:
What are the strengths and limits of using only basic survey data (like age, BMI, blood…[Read more] -
Wannisa Wongkamchan replied to the topic Seminar 6 by Alex: Efficacy of a Digital Health Intervention in Bangladesh in the forum TMHG 546 Seminar in Health Informatics Forum 3 days, 7 hours ago
Point 1:
When considering the efficiency and effectiveness of digital health interventions, I believe a supply-side evaluation is also necessary, encompassing data collection procedures, data quality, and user experience with digital tools. This is crucial for the reliability and completeness of the study outcomes.Point 2:
Snice this study only…[Read more] -
Wannisa Wongkamchan replied to the topic Seminar 5 Presented by Siriluk: Development&Pilot of a REDCap e-ICF in the forum TMHG 546 Seminar in Health Informatics Forum 3 days, 8 hours ago
Discussion 1
The removal of the mandatory face-to-face requirement during the consent process may seem to lack significant ethical ramifications, since online consent for many transactions is now widespread. However, the transition from paper to digital may introduce challenges similar to other technological shifts, such as participants…[Read more] -
Wannisa Wongkamchan replied to the topic Seminar 4 presented by Tanaphum: Digital technologies response to COVID-19 in the forum TMHG 546 Seminar in Health Informatics Forum 2 weeks, 4 days ago
1. Determining which types of personal data are acceptable for collection in digital contact-tracing apps should be based on a balance between epidemiological value and the level of privacy risk to the data subject. Bluetooth proximity data and voluntary reporting of basic symptoms (e.g., fever, cough, fatigue) are considered the most acceptable…[Read more]
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Wannisa Wongkamchan replied to the topic Seminar 3 presented by Chanpaong: Spatial anlysis of CP with HVI in the forum TMHG 546 Seminar in Health Informatics Forum 2 weeks, 4 days ago
Question 1: Multidimensional health vulnerability assessments, such as the HVI described in this study, are more effective than single-factor socioeconomic measures, such as income or education, in revealing complex contextual health inequalities because they reflect the complexity of health determinants. The HVI is constructed by combining…[Read more]
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Wannisa Wongkamchan replied to the topic Seminar 2 presented by Cing Sian Dal: Immutability and Control in the forum TMHG 546 Seminar in Health Informatics Forum 4 weeks ago
Hello Ching, your presentation is very well.
For the first question, blockchain technology cannot delete data, that against the GDPR rule, especially the “right to be forgotten.” But in other laws, a hospital can also refuse a delete request. For example, the data may need to keep for public health reasons (like controlling an outbreak) or for…[Read more]
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Wannisa Wongkamchan replied to the topic Seminar 1 presented by Aung Thura Htoo: Microclimate and Vector in the forum TMHG 546 Seminar in Health Informatics Forum 4 weeks ago
Hello Aung, I appreciate your paper presentation.
For discussion, the research challenges the traditional approach of using temperature data from weather stations (Ambient Weather). This is the standard method for creating mosquito population models (Vector Models), but the study shows it may not be accurate enough. This is because the ambient…[Read more]
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Wannisa Wongkamchan replied to the topic Week 3: Discussion on model interventions in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 1 week ago
Thank you for your detailed and clearly explained how IRS affects adult mosquitoes and the other compartments. I think the model may adding variables for season and weather, which can affect the mosquito population too.
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Wannisa Wongkamchan replied to the topic Week 2: Discussion on disease characteristics and model structure in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 1 week ago
Thank you for your comment. I don’t have a flow diagram yet. I plan to include ART therapy and co-infections, because they can affect patient numbers and hospital resources.
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Wannisa Wongkamchan replied to the topic Week 2: Discussion on disease characteristics and model structure in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 1 week ago
Hello Thinzar , thanks for sharing. Using the COVID-19 case with vaccination is a good example, because the model can show how vaccines change the number of people who get sick. I think we may also add one more variable for disease severity, which will reflect the vaccine effectiveness more clearly.
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Wannisa Wongkamchan replied to the topic Week 3: Discussion on model interventions in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 1 week ago
I considered two interventions for the HIV prediction model: increasing antiretroviral therapy (ART) coverage and expanding referral networks.
1. ART is a highly effective treatment for reducing viral load, mortality, and complications, including co-infections, which reduces the need for complex treatment.
2. Expanding referral networks,…[Read more] -
Wannisa Wongkamchan replied to the topic Week 1: Discussion on choice of disease and questions in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 1 week ago
Thank you for your advice ka Arjan. I will research the structure of the HIV model and its parameters to better understand them.
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Wannisa Wongkamchan replied to the topic Week 1: Discussion on choice of disease and questions in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 1 week ago
Thank you Aung, regarding the parameter values, I mainly focused on using data collected from the hospital’s HIS, to identify parameters that are both practical to obtain and not overly complex, while still enabling accurate predictions.
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Wannisa Wongkamchan replied to the topic Week 2: Discussion on disease characteristics and model structure in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 1 week ago
Hello Aung, thanks for sharing the overview of the model. I have a question about the biting rate, how is this data measured and collected?
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Wannisa Wongkamchan replied to the topic Week 2: Discussion on disease characteristics and model structure in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 1 week ago
From Discussion Week 1, my topic is about forecasting the number of HIV patients in a super tertiary hospital. This is not mainly focused on community transmission. I plan to use a disease transmission dynamic model to simulate the number of HIV patients over 3–5 years, as well as the peak load, in order to support hospital resource planning and p…[Read more]
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Wannisa Wongkamchan replied to the topic Week 1: Discussion on choice of disease and questions in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 2 weeks ago
Hello Tanaphum, thank you for sharing. Your work on the malaria model sounds interesting. I think if synthetic data can give results similar to real data, it will be very useful for developing disease models.
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Wannisa Wongkamchan replied to the topic Week 1: Discussion on choice of disease and questions in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 2 weeks ago
Hello Alex, thank you for sharing. I am also interested in the effects of public health interventions. However, I think that getting reliable data on medication adherence and lifestyle changes is challenging and may not always be accurate, since these measures often depend on self-reporting (unless people use wearable devices). Mathematical…[Read more]
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Wannisa Wongkamchan replied to the topic Week 1: Discussion on choice of disease and questions in the forum TMHG535 Mathematical and Economic Modeling Applications in Biomedical and Public Health Forum 3 months, 2 weeks ago
Normally, in my work, I report patient statistics only as counts and percentages of each disease over time. I also use simple predictions of ER patients during long holidays, such as New Year and Songkran, by using Excel.
From the latest presentation to hospital executive committee, I present that the top ten outpatient diseases decreased after…[Read more]
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Wannisa Wongkamchan replied to the topic Assignment 2.1 in the forum Assignment 4 months, 1 week ago
Thank you for your discussion, Your point about the study’s limitation in spatial analysis is very insightful. While the regression model identifies risk factors well, it doesn’t fully explore geographical patterns. Adding GIS or spatial clustering methods in future research would help better understand why northern provinces have such high…[Read more]
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Wannisa Wongkamchan replied to the topic Assignment 2.1 in the forum Assignment 4 months, 1 week ago
Thank you for these insights. I agree that alcohol significantly increases suicide risk because it impairs judgment and decision-making. I’m surprised that economic hardship doesn’t increase suicide rates as expected. This shows how important statistical analysis is for understanding complex social issues properly.
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