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Journal : International Journal Software Engineering and Computer Science (IJSECS)

Expert System for Disease Diagnosis in Pregnant Women Using Backward Chaining Method Yosefin Caltrin Odelia; Patmawati Hasan; Emy Lenora Tatuhey
International Journal Software Engineering and Computer Science (IJSECS) Vol. 5 No. 2 (2025): AUGUST 2025
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v5i2.4498

Abstract

Healthcare providers treating pregnant women need reliable tools for accurate disease diagnosis. We created an expert system that assists doctors in identifying illnesses during pregnancy through backward chaining inference methods. The project involved collaboration with medical professionals at North Jayapura Health Center who shared their clinical expertise to develop the system. Our backward chaining method examines patient symptoms by working backward from potential diseases to find diagnostic matches. Through detailed interviews, healthcare professionals contributed their years of experience treating pregnant patients. We transformed their knowledge into diagnostic rules that help the system recommend possible diagnoses based on symptom patterns. The system serves as a decision support tool that helps doctors make quicker, more confident diagnostic choices. Many pregnancy-related diseases share similar symptoms, which can confuse even experienced practitioners. Our tool helps sort through these diagnostic challenges while preserving the doctor's authority in making final decisions. Evaluation showed the expert system significantly improved diagnostic performance in primary care settings. Many healthcare facilities lack access to specialists familiar with pregnancy complications. The system brings expert-level diagnostic knowledge to these underserved areas, improving patient care quality
Co-Authors Ajenkris Kungkung Alifyaa, Adhyndha Ansanay, Natalia Betty Ardi, Muhamad Aryandi, Heryn Achmad Astika Ramadani Astika Ramadhani Astrin Aprilia Umasugi Atius mallo Bahar, Dimas Adhitya Bei, Sariaty H.Y. Boney Bun Dalton, Timothy Daniel Bienfield Manahan Siahaan de Queljoe, Desy Akwita Desy Akwita de Queljoe Duta Lazarus Duwila, Eda Iriyanti Elvis Pawan Esau Dude Estevina Carolina Bagre Fajar Sura Alfaruq Febriana, Nur Alisa Ghina Tripasha Grisye Fin Silahooy Hardiana, Hardiana Helson Matuan Indiri, Peronika Pan Irianto, Fadli Ramdhan Irpan Hilmi Jantu, Aventus Jeanny G Suwages Jered Imanuel Wanda Juan Philbert Artori Kris Khoe, Jorghen Okfrylan Kiswanto, Rahmat Haryadi Kungkung, Ajenkris Yanto Kungkung, Ajenkris Yanto Lahallo, Jim Manda, Manda Mantu, Ainun Mukhliza Maryen, Hana Rina Medina, Aulia Meilani, Putri Anisa Meylisa Kurdita Muhammad Risman Natalia Betty Ansanay Nikijuluw, Enjel sonia Murib Nourman Satya Irjanto Nugroho, Hidayat Kurnia Numberi, Ester Pasaribu, Victor Ramos Patmawati Hasan Pawan, Elvis Pawan, Elvis Pratiwi, S. Psewor, Rudolf putra, Fiqram Putri Anisa Meilani Ramadhan, Tsany Rafi Ramadhani, Astika Raman, Muhammad Rusadin, Fina Alvionita Ryan Aditya Salipadang, Evendi Sari, Yuyun Purnama Sere, Indriana Atoranna Setiawan, Andhika Sutejo, Heru Sutejo, Heru Thamrin, Rosiyati M.H Tukino Tulung, Revo Riantino Umasugi, Astrin Aprilia Victor Ohoiwurun Viona S. P. Rombot Wafumilena, Vanry Jhon Muda Walangitan, Rafaely Hesky Yosefin Caltrin Odelia Yusuf Patay