PASYENTE-Project for Dengue

PASYENTE-Project for Dengue

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The Official page of the PASYENTE Project for Dengue. A DOST PCHRD-funded research project. Artificial Intelligence. Operations Research.

Decision Support Systems.
๐„๐ฆ๐ฉ๐จ๐ฐ๐ž๐ซ๐ข๐ง๐  ๐ฌ๐ฆ๐š๐ซ๐ญ ๐ฉ๐š๐ญ๐ข๐ž๐ง๐ญ ๐๐ž๐œ๐ข๐ฌ๐ข๐จ๐ง๐ฌ.

02/02/2026

๐—ฃ๐—”๐—ฆ๐—ฌ๐—˜๐—ก๐—ง๐—˜ ๐—˜๐—ป๐˜๐—ฒ๐—ฟ๐˜€ ๐—ฃ๐—ถ๐—น๐—ผ๐˜ ๐—ง๐—ฒ๐˜€๐˜๐—ถ๐—ป๐—ด ๐—ฃ๐—ต๐—ฎ๐˜€๐—ฒ ๐˜„๐—ถ๐˜๐—ต ๐—ฆ๐˜‚๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜ ๐—ณ๐—ฟ๐—ผ๐—บ ๐˜๐—ต๐—ฒ ๐——๐—ฎ๐˜ƒ๐—ฎ๐—ผ ๐—–๐—ถ๐˜๐˜† ๐—›๐—ฒ๐—ฎ๐—น๐˜๐—ต ๐—ข๐—ณ๐—ณ๐—ถ๐—ฐ๐—ฒ (๐—–๐—›๐—ข)

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.

UP Mindanao to expand Pasyente Project for Dengue 04/03/2025

๐——๐—ฒ๐—ป๐—ด๐˜‚๐—ฒ ๐—ฐ๐—ฎ๐˜€๐—ฒ๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ผ๐—ป ๐˜๐—ต๐—ฒ ๐—ฟ๐—ถ๐˜€๐—ฒ, ๐—ฏ๐˜‚๐˜ ๐˜€๐—ผ ๐—ถ๐˜€ ๐˜๐—ต๐—ฒ ๐—ฃ๐—ต๐—ถ๐—น๐—ถ๐—ฝ๐—ฝ๐—ถ๐—ป๐—ฒ๐˜€' ๐—ณ๐—ถ๐—ฟ๐˜€๐˜ ๐—”๐—œ-๐—ฝ๐—ผ๐˜„๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐˜๐—ฒ๐—ฐ๐—ต๐—ป๐—ผ๐—น๐—ผ๐—ด๐˜† ๐—ณ๐—ผ๐—ฟ ๐—ฑ๐—ฒ๐—ป๐—ด๐˜‚๐—ฒ!

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."

UP Mindanao to expand Pasyente Project for Dengue 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)โœจ

๐Ÿ”ต๐—ค: ๐—ก๐—ฎ๐—ฎ๐˜† ๐—ฎ๐—ด๐—ฒ ๐—น๐—ถ๐—บ๐—ถ๐˜ ๐˜€๐—ฎ ๐—บ๐—ด๐—ฎ ๐—ฝ๐˜„๐—ฒ๐—ฑ๐—ฒ ๐—บ๐—ฎ๐—ด๐—ฝ๐—ฎ๐—ฟ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐˜€๐—ฎ ๐—ฃ๐—”๐—ฆ๐—ฌ๐—˜๐—ก๐—ง๐—˜ ๐—”๐—ฝ๐—ฝ๐˜€?
๐Ÿ”ต๐—”: Yes, naaโ€™y age limit sa mga pwede magparegister sa app. ๐—˜๐—ฑ๐—ฎ๐—ฑ ๐Ÿญ๐Ÿด ๐—ฝ๐—ฎ๐˜๐—ฎ๐—ฎ๐˜€ ๐—น๐—ฎ๐—บ๐—ฎ๐—ป๐—ด ๐—ฎ๐—ป๐—ด ๐—ฝ๐˜„๐—ฒ๐—ฑ๐—ฒ ๐—บ๐—ฎ๐—ด๐—ต๐—ถ๐—บ๐—ผ ๐˜‚๐—ด ๐—ฎ๐—ฐ๐—ฐ๐—ผ๐˜‚๐—ป๐˜ ๐—ป๐—ถ๐—น๐—ฎ ๐˜€๐—ฎ ๐—บ๐—ผ๐—ฏ๐—ถ๐—น๐—ฒ ๐—ฎ๐—ฝ๐—ฝ๐—น๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป.Ang mga menor de edad dili makahimo og ilang kaugalingong account, pero pwede sila maapil isip dependent sa account sa ilang ginikanan o guardian.

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

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

Photos from PASYENTE-Project for Dengue's post 07/02/2025

๐—ฆ๐—ก๐—”๐—ฃ๐—ฆ๐—›๐—ข๐—ง๐—ฆ: ๐—ก๐—š๐—œ๐—ง๐—œ๐—ก๐—š ๐—ง๐—”๐—š๐—จ๐— ๐—ฃ๐—”๐—ฌ! ๐Ÿฅ‚๐ŸŽ‰
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! ๐Ÿ˜Š

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, ๐˜„๐—ฒ'๐—ฟ๐—ฒ ๐—ฐ๐—ผ๐—บ๐—ถ๐—ป๐—ด ๐˜๐—ผ ๐˜๐—ต๐—ฒ ๐—ฐ๐—ผ๐—บ๐—บ๐˜‚๐—ป๐—ถ๐˜๐—ถ๐—ฒ๐˜€ ๐—ป๐—ผ๐˜„! โœจ

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! ๐ŸŽ

๐—ฆ๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐—ฐ๐—ฒ ๐—ณ๐—ฒ๐—ฒ๐˜€.




05/02/2025

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

๐Ÿ”ต๐—ค: ๐—จ๐—ป๐˜€๐—ฎ ๐—ฎ๐—ป๐—ด ๐—บ๐—ด๐—ฎ ๐—ฟ๐—ฒ๐˜€๐˜‚๐—น๐˜๐—ฎ ๐—ป๐—ฎ ๐—ฝ๐˜„๐—ฒ๐—ฑ๐—ฒ ๐—บ๐—ฎ๐—ฝ๐—ฎ๐—ธ๐—ถ๐˜๐—ฎ ๐˜€๐—ฎ ๐—ฎ๐—ฝ๐—ฝ ๐—ต๐˜‚๐—บ๐—ฎ๐—ป ๐˜€๐—ฎ ๐—ฝ๐—ฟ๐—ฒ-๐—ฎ๐˜€๐˜€๐—ฒ๐˜€๐˜€๐—บ๐—ฒ๐—ป๐˜ ๐˜€๐—ฎ ๐˜€๐—ถ๐—บ๐˜๐—ผ๐—บ๐—ฎ๐˜€?
๐Ÿ”ต๐—”: ๐—ก๐—ฎ๐—ด๐—ฎ๐˜€๐˜‚๐—ป๐—ผ๐—ฑ ๐—บ๐—ถ ๐˜€๐—ฎ ๐—ช๐—ผ๐—ฟ๐—น๐—ฑ ๐—›๐—ฒ๐—ฎ๐—น๐˜๐—ต ๐—ข๐—ฟ๐—ด๐—ฎ๐—ป๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฎ๐—น๐—ฎ๐—ป๐—ด ๐˜€๐—ฎ ๐—ฝ๐—ฎ๐—ด-๐—ฐ๐—น๐—ฎ๐˜€๐˜€๐—ถ๐—ณ๐˜† ๐˜€๐—ฎ ๐—ฑ๐—ฒ๐—ป๐—ด๐˜‚๐—ฒ. Depende sa imong mga gi-report na simtomas, ug gamit ang AI, kini ang mga dengue classifications nga pwede ipakita sa app sa pasyente: ๐—ฑ๐—ฒ๐—ป๐—ด๐˜‚๐—ฒ ๐˜„๐—ถ๐˜๐—ต๐—ผ๐˜‚๐˜ ๐˜„๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐˜€๐—ถ๐—ด๐—ป๐˜€, ๐—ฑ๐—ฒ๐—ป๐—ด๐˜‚๐—ฒ ๐˜„๐—ถ๐˜๐—ต ๐˜„๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐˜€๐—ถ๐—ด๐—ป๐˜€, ๐˜€๐—ฒ๐˜ƒ๐—ฒ๐—ฟ๐—ฒ ๐—ฑ๐—ฒ๐—ป๐—ด๐˜‚๐—ฒ.
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!

Photos from PASYENTE-Project for Dengue's post 03/02/2025

๐—ฆ๐—ก๐—”๐—ฃ๐—ฆ๐—›๐—ข๐—ง๐—ฆ: 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 doesnโ€™t mean this community of dengue defense warriors doesnโ€™t know how to have fun along the way! โœจ

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. ๐Ÿ’ช

Towards zero dengue deaths in 2030! ๐Ÿ’–

31/01/2025

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

๐Ÿ”ต๐—ค: ๐—ฃ๐˜„๐—ฒ๐—ฑ๐—ฒ ๐—ฏ๐—ฎ ๐—บ๐—ถ ๐—บ๐—ฎ๐—ธ๐—ฎ-๐—ฝ๐—ถ๐—น๐—ถ ๐—ผ๐—ด ๐—ฑ๐—ผ๐—ฐ๐˜๐—ผ๐—ฟ ๐˜‚๐—ด ๐—ผ๐˜€๐—ฝ๐—ถ๐˜๐—ฎ๐—น ๐—ฝ๐—ฎ๐—ฟ๐—ฎ ๐˜€๐—ฎ ๐—ฐ๐—ผ๐—ป๐˜€๐˜‚๐—น๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป?
๐Ÿ”ต๐—”: ๐—ฆ๐—ฎ ๐—ธ๐—ฎ๐—ฟ๐—ผ๐—ป, ๐—บ๐—ฎ๐—ธ๐—ฎ-๐—ฝ๐—ถ๐—น๐—ถ ๐—ฝ๐—ฎ ๐—น๐—ฎ๐—บ๐—ฎ๐—ป๐—ด ๐—บ๐—ผ ๐—ผ๐—ด ๐—ต๐—ผ๐˜€๐—ฝ๐—ถ๐˜๐—ฎ๐—น ๐—ผ ๐—ต๐—ฒ๐—ฎ๐—น๐˜๐—ต ๐—ฐ๐—ฒ๐—ป๐˜๐—ฒ๐—ฟ ๐—ป๐—ด๐—ฎ ๐—ฝ๐˜„๐—ฒ๐—ฑ๐—ฒ ๐—ป๐—ถ๐—ป๐˜†๐—ผ ๐—ฎ๐—ฑ๐˜๐—ผ๐—ฎ๐—ป. ๐—จ๐˜€๐—ฎ ๐˜€๐—ฎ ๐—บ๐—ด๐—ฎ ๐—ณ๐—ฒ๐—ฎ๐˜๐˜‚๐—ฟ๐—ฒ๐˜€ ๐˜€๐—ฎ ๐—ฎ๐—ฝ๐—ฝ ๐—ฎ๐—ป๐—ด ๐—ฝ๐—ฎ๐—ด-๐˜๐—ฎ๐—ฏ๐—ฎ๐—ป๐—ด ๐˜€๐—ฎ ๐—ฑ๐—ฒ๐—ฐ๐—ถ๐˜€๐—ถ๐—ผ๐—ป-๐—บ๐—ฎ๐—ธ๐—ถ๐—ป๐—ด ๐˜€๐—ฎ ๐—ฝ๐—ฎ๐˜€๐˜†๐—ฒ๐—ป๐˜๐—ฒ ๐—ฝ๐—ถ๐—ป๐—ฎ๐—ฎ๐—ด๐—ถ ๐˜€๐—ฎ ๐—ฝ๐—ฎ๐—ด-๐—ฑ๐—ถ๐˜€๐—ฝ๐—น๐—ฎ๐˜† ๐˜€๐—ฎ ๐—ฑ๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜€๐˜†๐—ฎ ๐˜€๐—ฎ ๐—บ๐—ด๐—ฎ ๐—ต๐—ฒ๐—ฎ๐—น๐˜๐—ต๐—ฐ๐—ฎ๐—ฟ๐—ฒ ๐—ณ๐—ฎ๐—ฐ๐—ถ๐—น๐—ถ๐˜๐˜†, ๐˜€๐—ฎ ๐—ฝ๐—ฟ๐—ฒ๐˜€๐˜†๐—ผ ๐˜€๐—ฎ ๐—ธ๐—ผ๐—ป๐˜€๐˜‚๐—น๐˜๐—ฎ๐˜€๐˜†๐—ผ๐—ป, ๐˜‚๐—ด ๐—ฎ๐—ป๐—ด ๐—ธ๐—ฎ๐—ฑ๐˜‚๐—ด๐—ฎ๐˜†๐—ผ๐—ป ๐˜€๐—ฎ ๐—ฝ๐—ฎ๐—ด๐—ต๐˜‚๐—น๐—ฎ๐˜ ๐—ฝ๐—ฎ๐—ฟ๐—ฎ ๐˜€๐—ฎ ๐˜€๐—ฒ๐—ฟ๐—ฏ๐—ถ๐˜€๐˜†๐—ผ ๐˜€๐—ฎ ๐—บ๐—ด๐—ฎ ๐—ฝ๐—ฎ๐˜€๐—ถ๐—น๐—ถ๐—ฑ๐—ฎ๐—ฑ ๐—ป๐—ฎ ๐—ฝ๐˜„๐—ฒ๐—ฑ๐—ฒ ๐—ป๐—ถ๐—น๐—ฎ ๐—ฎ๐—ฑ๐˜๐—ผ๐—ฎ๐—ป.

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While doctor selection isnโ€™t available yet, finding the right healthcare facility has never been easier! โœจ

After receiving your AI-powered dengue symptom pre-assessment, our app provides a list of available healthcare facilities in your areaโ€”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 Davaoeรฑos to seek medical help without worry. ๐Ÿซถ

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

Photos from PASYENTE-Project for Dengue's post 30/01/2025

๐—ฆ๐—ก๐—”๐—ฃ๐—ฆ๐—›๐—ข๐—ง๐—ฆ: The PASYENTE Web and Mobile Applications User Training and Testing (1/3)

Missed the event? Check these out! โœจ

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. ๐Ÿ’–

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.โœจ

29/01/2025

We asked our devs their favorite questions from the recent User Training and Testing. (Part 1/4)โœจ

๐Ÿ”ต ๐—ค: ๐—ก๐—ฎ๐—ฎ ๐—ฏ๐—ฎ ๐—ป๐—ถ ๐—ฏ๐—ถ๐˜€๐—ฎ๐˜†๐—ฎ ๐—ผ๐—ฟ ๐—ฐ๐—ฒ๐—ฏ๐˜‚๐—ฎ๐—ป๐—ผ ๐—ป๐—ฎ ๐˜ƒ๐—ฒ๐—ฟ๐˜€๐—ถ๐—ผ๐—ป?
๐Ÿ”ต ๐—”: ๐—ฌ๐—ฒ๐˜€, ๐—ฎ๐—ฝ๐—ถ๐—น ๐—ป๐—ฎ ๐˜€๐—ฎ ๐—ฎ๐—บ๐—ผ๐—ป๐—ด ๐—ณ๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ฝ๐—น๐—ฎ๐—ป๐˜€ ๐—ฎ๐—ป๐—ด ๐—ฝ๐—ฎ๐—ด๐—ฑ๐˜‚๐—ด๐—ฎ๐—ป๐—ด ๐˜‚๐—ด ๐—–๐—ฒ๐—ฏ๐˜‚๐—ฎ๐—ป๐—ผ ๐˜‚๐—ด ๐—ง๐—ฎ๐—ด๐—ฎ๐—น๐—ผ๐—ด ๐—ป๐—ด๐—ฎ ๐—น๐—ฒ๐—ป๐—ด๐˜„๐—ฎ๐—ต๐—ฒ sa sunod nga version sa app, aron mas sayon sabton sa tanan. Ang goal sa app kay magamit siya sa tanan, dili lang sa mga โ€˜techyโ€™ nga tao.

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This suggestion was first raised during the Soft Launching of the PASYENTE Apps February last year. Ever since, we have taken strides to make this happen.

Thanks to the conversations with our stakeholders, we continuously discover new ways to make the app more user-friendly for the Davaoeรฑos, and soon, the whole Philippines. ๐Ÿ”ฅ

Cheers to the minds and hearts who are building this together! ๐Ÿฅ‚โœจ

Photos from PASYENTE-Project for Dengue's post 16/01/2025

๐ƒ๐ข๐๐ง'๐ญ ๐ ๐ž๐ญ ๐ญ๐จ ๐š๐ฉ๐ฉ๐ฅ๐ฒ ๐ญ๐จ ๐จ๐ฎ๐ซ ๐ฅ๐š๐ฌ๐ญ ๐ฃ๐จ๐› ๐ฉ๐จ๐ฌ๐ญ? ๐–๐ž'๐ซ๐ž ๐ž๐ฑ๐ญ๐ž๐ง๐๐ข๐ง๐  ๐ญ๐ก๐ž ๐๐ž๐š๐๐ฅ๐ข๐ง๐ž!
We are excited to announce that we are seeking enumerator candidates to help us with our research!

โญWhat Youโ€™ll Do
- Observe and record the time patients arrive and leave specific areas.
- Enter the collected data accurately into an Excel spreadsheet.
- Follow instructions to ensure data is collected and recorded correctly.
- Maintain professionalism and discretion while working in the hospital.
- Communicate with the research team if any issues arise during the task.

โญWhat Weโ€™re Looking For
- Strong attention to detail and accuracy in recording data.
- Punctual and reliable, with the ability to stick to a schedule.
- Ability to follow instructions and work independently.
- Professional and respectful in a hospital environment.
- Basic experience with Excel (data entry, basic functions).
- Prior experience in data collection or working in a healthcare setting is a plus, but not required.
If you're dependable and eager to contribute to important healthcare research, weโ€™d love to hear from you!

โœจ๐—›๐—ผ๐˜„ ๐˜๐—ผ ๐—ฎ๐—ฝ๐—ฝ๐—น๐˜†โœจ
Please submit your CV, Transcript of Records (TOR), and Application Letter to:
๐—”๐˜€๐˜€๐—ผ๐—ฐ. ๐—ฃ๐—ฟ๐—ผ๐—ณ. ๐—–๐—ถ๐—ป๐—บ๐—ฎ๐˜†๐—ถ๐—ถ ๐— ๐—ฎ๐—ป๐—น๐—ถ๐—ด๐˜‚๐—ฒ๐˜‡, ๐—ฃ๐—ต.๐——.
Project Leader, PASYENTE Project for Dengue
University of the Philippines Mindanao
โญEmail: [email protected]
โญCC: [email protected]
Email Subject: [Applicant] Position_Last Name

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