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Soe Htike replied to the topic Week 4: Error in Running "Exceed Probability" Section in the forum Course Forums 2 months, 3 weeks ago
I’m also stuck with an error message in Exceedence Probability.
> exc1 <- sapply(mod.eco.reg$marginals.fitted.values,FUN = function(marg){1 – inla.pmarginal(q = 1, marginal = marg)})
> summary(exc1)
Length Class Mode
0 list list
> exc1.cutoff <- c(0, 0.8, 0.9, 0.95, 1)
> cat.exc1<-…[Read more] -
Soe Htike replied to the topic Discussion Topic for Seminar 11 (Presented by Soe Htike) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months ago
Thanks for your discussion points, friends. I do agree with all of you about the enhanced predictive accuracy, timeliness of predictions and even the challenges in data alignment.
When I was preparing this article to present to you, I had a few concerns about the scalability and adaptability of the system if my country were to adapt and implement…[Read more] -
Soe Htike replied to the topic Assignment 2.1 in the forum Assignment 3 months ago
The author’s interest in investigating the suicide problem in Thailand during the specified time stems from the increasing recognition of suicide as a significant public health issue. Thailand, like many other countries, faces complex social and economic challenges that may influence mental health and suicide rates. By examining the determinants…[Read more]
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Soe Htike replied to the topic Discussion Topic for Seminar 12 (Presented by Teerawat Pholyiam) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months ago
In mental health settings, ePROs are fundamental for clinicians to effectively monitor patients’ moods, anxiety levels, and treatment progress. This real-time data collection is crucial for timely interventions and adjustments to treatment plans. For patients with chronic illnesses, the use of ePROs is vital to improve patient engagement and…[Read more]
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Soe Htike replied to the topic Install package "maptools" in the forum Course Forums 3 months, 1 week ago
Ko Phyo downloaded maptools package from CRAN archives. We manually installed it in our updated R Studio. It worked fine but showed warning messages like “it won’t be available for so long in the future” or something like that.
I searched for updated packages for maptools and installed “sp” and “terra,” but none of them worked with the codes. So,…[Read more] -
Soe Htike started the topic Discussion Topic for Seminar 11 (Presented by Soe Htike) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months, 1 week ago
1. How can integrating environmental data improve the accuracy and timeliness of malaria outbreak predictions compared to relying solely on epidemiological data?
2. What are the key benefits and challenges of involving public health stakeholders continuously throughout the development and implementation of a system like EPIDEMIA, and how can…[Read more]
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Soe Htike replied to the topic Error in adding ID column in the forum Course Forums 3 months, 1 week ago
Thanks for your suggestion, Ajarn Chawarat. After discussing with Ko Phyo, I used maptools and lettuce packages. It went well in the end.
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Soe Htike replied to the topic Discussion Topic for Seminar 10 (Presented by Weerapat) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months, 1 week ago
In our country, one main challenge to achieving sustainability in HIS is the reliance on external funding. Donors initially fund many HIS projects, but their project lifespan is too short for the local agencies and health systems to maintain these systems. I think countries like ours need to consider developing strategies for integrating HIS into…[Read more]
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Soe Htike replied to the topic Discussion Topic for Seminar 9 (Presented by Pyae Thu Tun) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months, 1 week ago
1. Differences in Perceived Ease of Use and Usefulness Among Different Demographics
Age
Younger users generally find e-health applications easier to use due to greater familiarity with technology, while older users may struggle due to less experience and potential physical limitations. Younger users might value features that offer convenience,…[Read more] -
Soe Htike replied to the topic Error in adding ID column in the forum Course Forums 3 months, 1 week ago
Thanks for your suggestion, Ko Phyo.
I’m stuck in the command while adding a new column in the matched table.
> data.suicides$ID <- seq(1, Nareas)
Error message is “replacement has 32 rows, data has 0”. So I think the two tables matched are not matched in the earlier steps. But I’m not sure and I dont’t know how to fix the error. So I’m…[Read more]
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Soe Htike started the topic Error in adding ID column in the forum Course Forums 3 months, 2 weeks ago
Dear Ajarn and friends, I’d like to call for help fixing this error.
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Soe Htike started the topic Installing INLA packages in the forum Course Forums 3 months, 2 weeks ago
I’ve had a big headache installing INLA into R Studio. I tried to update both R and R Studio to the latest versions. Still, the command provided in session 1.6 did not work for me. The command let me install INLA but when I run library function, R Studio kept on showing me error message like INLA needs matrix to run properly. So I searched for the…[Read more]
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Soe Htike replied to the topic Assignment 1.1 in the forum Assignment 3 months, 2 weeks ago
1. Reasons for Limited Incorporation of Locations in Epidemiological Research and the Interdisciplinary Nature of Spatial Epidemiology
The lack of attention to location in epidemiological research has historical reasons. Collecting and analyzing spatial data has been challenging, and early studies were limited by the lack of tools and methods to…[Read more] -
Soe Htike replied to the topic Discussion Topic for Seminar 8 (Presented by Nichcha Subdee) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months, 2 weeks ago
We can increase awareness and provide training to healthcare providers for accurate and timely reporting. Regular refresher training sessions can help maintain high data collection and reporting standards. Improve communication and coordination between different hospital units, such as the antenatal care clinic, STI/HIV clinic, and health…[Read more]
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Soe Htike replied to the topic Discussion Topic for Seminar 7 (Presented by Nichcha Subdee) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months, 2 weeks ago
To improve epidemic surveillance using AI, we can integrate it with current public health systems. We should update our systems to handle big data sets and ensure AI tools can easily share data with public health databases. We should also train healthcare workers to use AI effectively and create user-friendly interfaces. Using advanced machine…[Read more]
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Soe Htike replied to the topic Discussion Topic for Seminar 6 (Presented by Myatt Htoo Linn) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months, 3 weeks ago
Apart from the points mentioned above, I’d like to add the level of awareness and education about HIV/STI and RH issues can determine how and when youth seek information. We can evaluate the effectiveness of school-based sex education programs and the overall knowledge levels among young people regarding HIV/STI prevention and RH. The other issue…[Read more]
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Soe Htike replied to the topic Discussion Topic for Seminar 5 (Presented by Panyada) in the forum TMHG 546 Seminar in Health Informatics Forum 3 months, 3 weeks ago
The decision tree model developed to predict massive intraoperative blood loss (IBL) in pancreatic surgery is very effective. It can accurately identify high-risk patients and help plan surgeries. The model has over 80% accuracy in training and testing sets, showing that it can reliably predict which patients are at higher risk of significant…[Read more]
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Soe Htike started the topic Select features in attribute table in the forum QGIS 3 months, 4 weeks ago
While working on the assignment, I found that the “select features by expression” function worked best for selecting numerical values. This method was more systematic when using “fields and values” and “operators” to select certain lines from the attribute table based on a criterion.
When dealing with words such as “province name,” it was easier…[Read more] -
Soe Htike replied to the topic The mPower Heart Project in the forum TMHG 546 Seminar in Health Informatics Forum 4 months ago
A tool to manage non-communicable diseases (NCDs) led by a nurse or community health worker can effectively help in areas with few healthcare workers. With the right training and support, these professionals can handle NCDs well. Projects like the mPower Heart Project have proven these interventions can improve patient outcomes in places with…[Read more]
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Soe Htike replied to the topic Discussion Topic for Seminar 3 (Presented by Thitikan) in the forum TMHG 546 Seminar in Health Informatics Forum 4 months ago
Some additional ways to improve the safety of medical AI
In the first point, I would like to emphasize the importance of having human experts review AI recommendations before making clinical decisions. For instance, PathAI offers diagnostic suggestions that are reviewed and confirmed by pathologists. This approach combines AI accuracy with human…[Read more] - Load More