PASYENTE-Project for Dengue

20/09/2026

𝐈𝐦𝐦𝐞𝐧𝐬𝐞𝐥𝐲 𝐩𝐫𝐨𝐮𝐝 𝐭𝐨 𝐬𝐡𝐚𝐫𝐞 𝐭𝐡𝐚𝐭 𝐨𝐮𝐫 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐰𝐚𝐬 𝐚𝐰𝐚𝐫𝐝𝐞𝐝 𝐌𝐨𝐬𝐭 𝐎𝐮𝐭𝐬𝐭𝐚𝐧𝐝𝐢𝐧𝐠 𝐏𝐚𝐩𝐞𝐫 𝐏𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 𝐚𝐭 𝐈𝐂𝐈𝐀𝐇𝟐𝟎𝟐𝟔! 🌟

Presented by our Project Leader, Dr. Cinmayii Manliguez, our study on Imbalance-aware Supervised and Stacked Ensemble Learning for Dengue Diagnosis�from Clinical Data with MHealth Deployment received the award during the Health Research Awards at ICIAH2026. This is the same study that backs our PASYENTE Application!

Congratulations to Doc Cin and our Dengue-AI team! 🩺✨

02/02/2026

𝗣𝗔𝗦𝗬𝗘𝗡𝗧𝗘 𝗘𝗻𝘁𝗲𝗿𝘀 𝗣𝗶𝗹𝗼𝘁 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 𝗣𝗵𝗮𝘀𝗲 𝘄𝗶𝘁𝗵 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 𝗳𝗿𝗼𝗺 𝘁𝗵𝗲 𝗗𝗮𝘃𝗮𝗼 𝗖𝗶𝘁𝘆 𝗛𝗲𝗮𝗹𝘁𝗵 𝗢𝗳𝗳𝗶𝗰𝗲 (𝗖𝗛𝗢)

PASYENTE-Project for Dengue (Patient-centered AI System for Early Detection and Prevention of Dengue), led by Dr. Cinmayiii A. Garillos-Manliguez (Project Leader), is a customer-focused, household-level system designed to detect dengue early, prevent severe cases, and support local health reporting.

This follows a collaboration meeting focused on strengthening dengue prevention and surveillance in Davao City. PASYENTE has secured support and established a partnership with the DAVAO City Health Office through the efforts of Dr. Tomas Miguel S. Ababon (Officer-In-Charge, City Health Office), Farrah Mae Clamor (Head, CESU), and Melodina R. Babante (Coordinator, Tropical Disease Division).

The pilot implementation will be conducted in Barangay Talomo Proper, with support from the City Government. Key agreements were reached on coordination protocols, schedule alignment, and the direction of pilot testing and future PASYENTE activities. After the pilot phase, PASYENTE will seek endorsement from the DOH (Department of Health) to expand its community-level impact.

This collaboration represents a data-driven, community-based, and sustainable approach to dengue prevention in Davao City. Together with the City Government and local health units, PASYENTE invites all stakeholders to support this initiative and help strengthen barangay-level coordination for a safer, healthier community.

04/03/2025

𝗗𝗲𝗻𝗴𝘂𝗲 𝗰𝗮𝘀𝗲𝘀 𝗮𝗿𝗲 𝗼𝗻 𝘁𝗵𝗲 𝗿𝗶𝘀𝗲, 𝗯𝘂𝘁 𝘀𝗼 𝗶𝘀 𝘁𝗵𝗲 𝗣𝗵𝗶𝗹𝗶𝗽𝗽𝗶𝗻𝗲𝘀' 𝗳𝗶𝗿𝘀𝘁 𝗔𝗜-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆 𝗳𝗼𝗿 𝗱𝗲𝗻𝗴𝘂𝗲!

The PASYENTE Project for Dengue of the University of the Philippines-Mindanao has been invited at the Dengue Media Roundtable Discussion, organized by the Philippine Pediatric Society, Inc., along with other key speakers.

"Prof. Cinmayii Manliguez, UP Mindanao project lead, highlighted that this (PASYENTE) project is the first in the Philippines to utilize artificial intelligence (AI) operations research and leverage health expertise to improve health care, especially for patients suspected of having dengue.

This includes a mobile and web application for dengue screening and patient support. Three features influenced by AI technology are the dengue pre-assessment form, AI-powered dengue pre-diagnosis, and search for healthcare facilities."

Mindanao's longest-running community newspaper

11/02/2025

We asked our devs their favorite questions from the recent User Training and Testing. (Part 4/4)✨

🔵𝗤: 𝗡𝗮𝗮𝘆 𝗮𝗴𝗲 𝗹𝗶𝗺𝗶𝘁 𝘀𝗮 𝗺𝗴𝗮 𝗽𝘄𝗲𝗱𝗲 𝗺𝗮𝗴𝗽𝗮𝗿𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝘀𝗮 𝗣𝗔𝗦𝗬𝗘𝗡𝗧𝗘 𝗔𝗽𝗽𝘀?
🔵𝗔: Yes, naa’y age limit sa mga pwede magparegister sa app. 𝗘𝗱𝗮𝗱 𝟭𝟴 𝗽𝗮𝘁𝗮𝗮𝘀 𝗹𝗮𝗺𝗮𝗻𝗴 𝗮𝗻𝗴 𝗽𝘄𝗲𝗱𝗲 𝗺𝗮𝗴𝗵𝗶𝗺𝗼 𝘂𝗴 𝗮𝗰𝗰𝗼𝘂𝗻𝘁 𝗻𝗶𝗹𝗮 𝘀𝗮 𝗺𝗼𝗯𝗶𝗹𝗲 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻.Ang mga menor de edad dili makahimo og ilang kaugalingong account, pero pwede sila maapil isip dependent sa account sa ilang ginikanan o guardian.

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Even as an AI-powered project, we know that making sense of medical concepts and results is best handled by adults. That’s why PASYENTE Apps only allows users 18+ to create an account, while minors can be added under a guardian’s profile.

Huge thanks to our partners for guiding us in making healthcare access safer and smarter! ✨

07/02/2025

𝗦𝗡𝗔𝗣𝗦𝗛𝗢𝗧𝗦: 𝗡𝗚𝗜𝗧𝗜𝗡𝗚 𝗧𝗔𝗚𝗨𝗠𝗣𝗔𝗬! 🥂🎉
The PASYENTE Web and Mobile Applications User Training and Testing (3/3)

How do you know you've done a good job? When you leave work happy! 😊

The PASYENTE Apps' user training and testing wouldn't have been successful without our partners' support and hard work. Thank you again to the TDPCU of DAVAO City Health Office, the doctors of Southern Philippines Medical Center - Official, the representatives from DICT Region 11, our most supportive teammates from DiWA, and more!

With the initial testings done, 𝘄𝗲'𝗿𝗲 𝗰𝗼𝗺𝗶𝗻𝗴 𝘁𝗼 𝘁𝗵𝗲 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝗶𝗲𝘀 𝗻𝗼𝘄! ✨

Watch out for the PASYENTE Project gang at the Southern Philippines Medical Center - Official and the Buhangin Health District to explore the PASYENTE Apps firsthand!

05/02/2025

Did you know that you can avail of all these services at the DAVAO City Health Office? They even have one of the cheapest dengue rapid tests!

Check out the complete list and their prices here! 🎁

𝗦𝗲𝗿𝘃𝗶𝗰𝗲 𝗳𝗲𝗲𝘀.

05/02/2025

We asked our devs their favorite questions from the recent User Training and Testing. (Part 3/4)✨

🔵𝗤: 𝗨𝗻𝘀𝗮 𝗮𝗻𝗴 𝗺𝗴𝗮 𝗿𝗲𝘀𝘂𝗹𝘁𝗮 𝗻𝗮 𝗽𝘄𝗲𝗱𝗲 𝗺𝗮𝗽𝗮𝗸𝗶𝘁𝗮 𝘀𝗮 𝗮𝗽𝗽 𝗵𝘂𝗺𝗮𝗻 𝘀𝗮 𝗽𝗿𝗲-𝗮𝘀𝘀𝗲𝘀𝘀𝗺𝗲𝗻𝘁 𝘀𝗮 𝘀𝗶𝗺𝘁𝗼𝗺𝗮𝘀?
🔵𝗔: 𝗡𝗮𝗴𝗮𝘀𝘂𝗻𝗼𝗱 𝗺𝗶 𝘀𝗮 𝗪𝗼𝗿𝗹𝗱 𝗛𝗲𝗮𝗹𝘁𝗵 𝗢𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝗮𝗹𝗮𝗻𝗴 𝘀𝗮 𝗽𝗮𝗴-𝗰𝗹𝗮𝘀𝘀𝗶𝗳𝘆 𝘀𝗮 𝗱𝗲𝗻𝗴𝘂𝗲. Depende sa imong mga gi-report na simtomas, ug gamit ang AI, kini ang mga dengue classifications nga pwede ipakita sa app sa pasyente: 𝗱𝗲𝗻𝗴𝘂𝗲 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝘄𝗮𝗿𝗻𝗶𝗻𝗴 𝘀𝗶𝗴𝗻𝘀, 𝗱𝗲𝗻𝗴𝘂𝗲 𝘄𝗶𝘁𝗵 𝘄𝗮𝗿𝗻𝗶𝗻𝗴 𝘀𝗶𝗴𝗻𝘀, 𝘀𝗲𝘃𝗲𝗿𝗲 𝗱𝗲𝗻𝗴𝘂𝗲.
Ato lang dumdumon nga kani nga mga resulta dili i-kambyo sa diagnosis sa doctor. That is why, when patients receive these results from the app, advised sila to seek medical care immediately. Makapili man sila og facility gamit ang app.

_ _ _

As a health application that uses the power of AI, the PASYENTE Apps are built carefully around international guidelines.

This is why our partnerships with SPMC, Davao CHO, and DOH are so important to us-- they help us understand what these guidelines really mean so we can implement it in the apps the right way!

Together, we strive to enhance healthcare accessibility and quality for all. Towards zero dengue deaths in 2030!

03/02/2025

𝗦𝗡𝗔𝗣𝗦𝗛𝗢𝗧𝗦: The PASYENTE Web and Mobile Applications User Training and Testing (2/3)

We all rolled up our sleeves for the PASYENTE Apps' training and testing, but that doesn’t mean this community of dengue defense warriors doesn’t know how to have fun along the way! ✨

Here is our collection of cheeky smiles and happy faces from the recently concluded PASYENTE Web and Mobile Applications User Training and Testing.

A huge thank you to everyone who joined us. Your enthusiasm and feedback bring us one step closer to more empowered, smarter patient decisions. 💪

Towards zero dengue deaths in 2030! 💖

31/01/2025

We asked our devs their favorite questions from the recent User Training and Testing. (Part 2/4)✨

🔵𝗤: 𝗣𝘄𝗲𝗱𝗲 𝗯𝗮 𝗺𝗶 𝗺𝗮𝗸𝗮-𝗽𝗶𝗹𝗶 𝗼𝗴 𝗱𝗼𝗰𝘁𝗼𝗿 𝘂𝗴 𝗼𝘀𝗽𝗶𝘁𝗮𝗹 𝗽𝗮𝗿𝗮 𝘀𝗮 𝗰𝗼𝗻𝘀𝘂𝗹𝘁𝗮𝘁𝗶𝗼𝗻?
🔵𝗔: 𝗦𝗮 𝗸𝗮𝗿𝗼𝗻, 𝗺𝗮𝗸𝗮-𝗽𝗶𝗹𝗶 𝗽𝗮 𝗹𝗮𝗺𝗮𝗻𝗴 𝗺𝗼 𝗼𝗴 𝗵𝗼𝘀𝗽𝗶𝘁𝗮𝗹 𝗼 𝗵𝗲𝗮𝗹𝘁𝗵 𝗰𝗲𝗻𝘁𝗲𝗿 𝗻𝗴𝗮 𝗽𝘄𝗲𝗱𝗲 𝗻𝗶𝗻𝘆𝗼 𝗮𝗱𝘁𝗼𝗮𝗻. 𝗨𝘀𝗮 𝘀𝗮 𝗺𝗴𝗮 𝗳𝗲𝗮𝘁𝘂𝗿𝗲𝘀 𝘀𝗮 𝗮𝗽𝗽 𝗮𝗻𝗴 𝗽𝗮𝗴-𝘁𝗮𝗯𝗮𝗻𝗴 𝘀𝗮 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻-𝗺𝗮𝗸𝗶𝗻𝗴 𝘀𝗮 𝗽𝗮𝘀𝘆𝗲𝗻𝘁𝗲 𝗽𝗶𝗻𝗮𝗮𝗴𝗶 𝘀𝗮 𝗽𝗮𝗴-𝗱𝗶𝘀𝗽𝗹𝗮𝘆 𝘀𝗮 𝗱𝗶𝘀𝘁𝗮𝗻𝘀𝘆𝗮 𝘀𝗮 𝗺𝗴𝗮 𝗵𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 𝗳𝗮𝗰𝗶𝗹𝗶𝘁𝘆, 𝘀𝗮 𝗽𝗿𝗲𝘀𝘆𝗼 𝘀𝗮 𝗸𝗼𝗻𝘀𝘂𝗹𝘁𝗮𝘀𝘆𝗼𝗻, 𝘂𝗴 𝗮𝗻𝗴 𝗸𝗮𝗱𝘂𝗴𝗮𝘆𝗼𝗻 𝘀𝗮 𝗽𝗮𝗴𝗵𝘂𝗹𝗮𝘁 𝗽𝗮𝗿𝗮 𝘀𝗮 𝘀𝗲𝗿𝗯𝗶𝘀𝘆𝗼 𝘀𝗮 𝗺𝗴𝗮 𝗽𝗮𝘀𝗶𝗹𝗶𝗱𝗮𝗱 𝗻𝗮 𝗽𝘄𝗲𝗱𝗲 𝗻𝗶𝗹𝗮 𝗮𝗱𝘁𝗼𝗮𝗻.

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While doctor selection isn’t available yet, finding the right healthcare facility has never been easier! ✨

After receiving your AI-powered dengue symptom pre-assessment, our app provides a list of available healthcare facilities in your area—sorted based on your preferences for distance, cost, and waiting time, thanks to our advanced mathematical model.

We designed this feature to make finding care easier and to encourage Davaoeños to seek medical help without worry. 🫶

Right now, it’s available in the Buhangin District, and we hope to expand it soon!

30/01/2025

𝗦𝗡𝗔𝗣𝗦𝗛𝗢𝗧𝗦: The PASYENTE Web and Mobile Applications User Training and Testing (1/3)

Missed the event? Check these out! ✨

See how our stakeholders explored the first version of the PASYENTE Web and Mobile Applications. It's exciting and humbling to see our partners from the DAVAO City Health Office, the Southern Philippines Medical Center - Official, the DICT Region 11, and many others try the platforms for the first time. 💖

We're testing the apps so you can have the best experience when we finally launch them to the community. So hold on to your seats tight! Our fight towards zero dengue deaths is afoot.✨