Annisa Ristya Rahmanti, S.Gz, Dietisien, MS., Ph.D

Machine learning, artificial intelligence, social media data analytics, Kecerdasan Buatan Kesehatan / Informatika Gizi Kesehatan

Annisa is a dietitian working in the field of health information technology with a research interest in Artificial Intelligence, Natural Language Processing (NLP), Machine Learning, Chatbot, Social Media Analytics, and Nutrition Informatics. She joined the Department of Health Policy and Management in 2019 and currently taking her doctoral degree in Biomedical Informatics at Taipei Medical University. Her thesis explores the extensive adoption of affective computing in Human-Computer Interaction (HCI) especially using emotion recognition. She aims to develop machine learning-based emotion recognition of non-verbal communication to support doctor-patient interaction. Apart from her study, she currently serves as the special assistant to the Editor in Chief for BMJ Health & Care Informatics (BMJ HCI).

  1. Undergraduate: Dietetic Internship Program and Bachelor of Nutrition, Faculty of Medicine, UGM
  2. Master: Master of Science in Biomedical Informatics, Taipei Medical University
  • Using Emotion Recognition to develop Artificial Empathy
  • Virtual diet assistant for personal weight loss management based on empathic chatting machine
  • 2nd winner of TMU HULT PRIZE & 2021 Taipei Hult Prize Impact Summit Regional Finalist 2020-2021, Meal n Me: An Artificial Intelligence Assistant for your personalized diet
  • 2nd winner of ARTIFICIAL INTELLIGENCE (AI) COMPETITION 2020, NiceBuddy: Chatbot for Personalized Suicide Prevention and EHR-Based Suicide Risk Prediction Using Deep Learning
  • Awardees of YSEALI-ENGAGE (Young South East Asia Leadership Initiative) on NCDs
  • 2nd winner of TMU-MIT HACKATHON COMPETITION 2018, 6th Sense “Personalized Health Using Your Own Data.”
  • 3rd winner and a most popular vote of TMU-MIT HACKATHON COMPETITION 20 Best LINE Indonesia Creativate Chatbot Competition Special Mention Award in Nutrition “3rd Commonwealth Digital Health Awards.” 2017-2018, SlimMe – Chatbot with artificial empathy for weight management based on LINE messenger

10 penelitian terbaru:

  1. Rahmanti AR, Ningrum DN, Lazuardi L, Yang HC, Li YC. Social media data analytics for outbreak risk communication: public attention on the “New Normal” during the COVID-19 pandemic in Indonesia. Computer Methods and Programs in Biomedicine. 2021 Jun 1;205:106083.
  2. Hariana E, Sanjaya GY, Rahmanti AR, Murtiningsih B, Nugroho E. Penggunaan sistem Informasi manajemen rumah sakit (SIMRS) di DIY. SESINDO 2013. 2013;2013.
  3. Rahmanti AR, Yang HC, Bintoro BS, Nursetyo AA, Muhtar MS, Syed-Abdul S, Li YC. SlimMe, a chatbot with artificial empathy for personal weight management: system design and finding. Frontiers in Nutrition. 2022 Jun 23;9:870775.
  4. Rahmanti AR, Chien CH, Nursetyo AA, Husnayain A, Wiratama BS, Fuad A, Yang HC, Li YC. Social media sentiment analysis to monitor the performance of vaccination coverage during the early phase of the national COVID-19 vaccine rollout. Computer methods and programs in biomedicine. 2022 Jun 1;221:106838.
  5. Yang HC, Rahmanti AR, Huang CW, Li YC. How can research on artificial empathy be enhanced by applying deepfakes?. Journal of Medical Internet Research. 2022 Mar 4;24(3):e29506.
  6. Huang CW, Wu BC, Nguyen PA, Wang HH, Kao CC, Lee PC, Rahmanti AR, Hsu JC, Yang HC, Li YC. Emotion recognition in doctor-patient interactions from real-world clinical video database: Initial development of artificial empathy. Computer Methods and Programs in Biomedicine. 2023 May 1;233:107480.
  7. Jian WS, Wang JY, Rahmanti AR, Chien SC, Hsu CK, Chien CH, Li YC, Chen CY, Chin YP, Huang CL. Voice-based control system for smart hospital wards: a pilot study of patient acceptance. BMC health services research. 2022 Mar 3;22(1):287.
  8. Rahmanti AR, Prasetyo AK. Sistem informasi geografis: Trend pemanfaatan teknologi informasi untuk bidang terkait kesehatan. InSeminar Nasional Informatika Medis (SNIMed) 2012.
  9. Wang CH, Huang CW, Nguyen PA, Lin MC, Yeh CY, Islam MM, Rahmanti AR, Yang HC. Chemopreventive effects of concomitant or individual use of statins, aspirin, metformin, and angiotensin drugs: a study using claims data of 23 million individuals. Cancers. 2022 Feb 25;14(5):1211.
  10. Sanjaya GY, Rahmanti AR, Anggoro P, Rachmandani AA. Sistem Informasi Rumah Sakit: Kemana arah penggunaanya. InForum Informatika Kesehatan Indonesia Universitas Dian Nuswantoro 2013 (No. 1).