Thitikan Pohpoach

Regarding my previous model, COVID-19 modelling using SEIR compartment (Susceptible, Exposed, Infected and Recovered), it can incorporate various interventions such as isolation of infected individuals, quarantine of exposed contacts, and vaccination strategies. These interventions can significantly alter the transmission dynamics by reducing…[Read more]

What model structure would the disease you are interested be and please start adjusting the R code to that structure.

COVID-19 modelling using SEIR compartment (Susceptible, Exposed, Infected and Recovered).

I have encountered numerous studies on mathematical models that analyze the spread and transmission of SARS-CoV-2. Mr. Teerabon highlighted…[Read more]

Research question: The impact of vaccination campaigns on the transmission of variants like Omicron JN.1 in the U.S.

Despite advancements in vaccination and treatment, COVID-19 remains a significant concern, particularly in Thailand, where new infections are reported weekly. The dominant COVID-19 variants in the U.S., JN.1 and HV.1, are…[Read more]

Question 1: How will you apply the results of this research article into different health care departments/settings or chronically ill patients, if this would be beneficial in your future practices e.g., Mental Health, Diabetes, Oncology or others?

ePRO systems facilitate real-time communication between patients and healthcare providers. By using…[Read more]

1. How can integrating environmental data improve the accuracy and timeliness of malaria outbreak predictions compared to relying solely on epidemiological data?

Environmental factors such as temperature and rainfall are critical in determining mosquito breeding patterns and malaria transmission dynamics. For instance, temperature increases can…[Read more]

Question 1: In your experience, what are the biggest challenges to achieving sustainability in health information systems, and how can they be addressed?

From my experience in government agency stakeholders (directors, officers, policy-makers, customers, etc.) are hesitant to fully transition from paper-based systems to Electronic Health…[Read more]

1. Please discuss how you think the perceived ease of use and usefulness may differ among the different demographics.

– Age:
Younger people will likely find Personal Health Record (PHR) systems more user-friendly because they are generally more accustomed to technology. Their adaptability to new tools often leads them to view these systems as b…[Read more]

Hello Teerapat,

Thank you for sharing your insights about the Covid-19 dashboard you created in Looker Studio. It’s great to see such a thoughtful approach to data visualization and decision-making. Your emphasis on interactive filters is spot on! They significantly enhance user experience by allowing individuals to tailor the data view to t…[Read more]

Hello everyone,

Please accept my apology for the delayed response.

https://lookerstudio.google.com/reporting/10aae725-042f-4494-8502-03f4f5803b53

Here is my COVID-19 dashboard illustrating the numbers of confirmed, recovered, and death cases in each country between January 2020 to April 2022. I’ve tried to keep it clean and simple. Please feel…[Read more]

Please find the link to my Looker Studio report

https://lookerstudio.google.com/reporting/e0604091-bec6-444a-83dd-f4ebea5394a9

and please accept my apology for the delayed submission

Thank you for your time

Please find the link to my Looker Studio report

and please accept my apology for the delay submission

Thank you for your time

Discussion:
1. From the results, What would you recommend to Tak Hospital to improve the syphilis surveillance system?

I may suggest two recommendations:
Enhance Reporting Sensitivity: The current sensitivity of reporting syphilis cases is approximately 67%. Efforts should be made to increase this rate by implementing training programs for…[Read more]

Discussion
1. How can implementing artificial intelligence technologies in epidemic surveillance systems be enhanced to better detect and respond to disease outbreaks?

AI can leverage vast amounts of data from diverse sources, including social media, health records, and environmental data. By integrating these data streams, machine learning…[Read more]

Discussion:
1. What additional factors should be considered to identify barriers and unmet needs in health information seeking among youth for HIV/STI and RH than in the paper?

Socio-cultural norms and parental attitudes: In many settings, open discussion of sexuality and RH is taboo. Parental attitudes and socio-cultural norms that restrict…[Read more]

Discussion questions:
1. How can the decision tree model be integrated into clinical practice to assist surgeons in preoperative planning and decision-making?

Decision tree models can be used to develop evidence-based clinical practice guidelines for preoperative decision-making. The models can synthesize the best available evidence and expert…[Read more]

1. In Thailand, several electronic-based CDDS have been developed or are in the planning stages to assist NCD patients, particularly in remote areas. Notably, the Pakkred Hospital in Nonthaburi Province has implemented innovative solutions during the COVID-19 pandemic to maintain care for NCD patients. They utilized technology for communication…[Read more]

Thank you very much for all your comments!

1. Considering the model’s performance, what additional data or features do you think could further improve the accuracy of predicting PIH?
– Integrating the medication use (e.g. antihypertensive drugs, vasopressors) and intraoperative fluid administration/blood loss data into the machine learning model may enhance its ability to more accurately p…[Read more]

1. what stakeholders should be involved in applying machine learning in symptom prediction? what are their roles and responsibilities?

1.1 Researchers:
They should be able to identify the key predictors of cancer symptoms using machine-learning approaches and conduct rigorous validation of the developed machine-learning models before considering…[Read more]