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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 Akrilvalerat Deainert Wierfi Alifyaa, Adhyndha Anjutami, Rianner Armehzan, Hazrin Asso, Agus Ayun, Beto Babut, Helena Caltrin, Yosefin Dahlan, Muhammad Imron Dalton, Timothy Deliana, Samanta Dony Ariyus Dumpel, Jessica Eka W Sholeha Eka Wahyu Sholeha Elia Mando Wanggai Elvis Pawan Elvis Pawan Elvis Pawan Ema Utami Estevina Carolina Bagre Fatagur, Karolina Fenetiruma, Elton Fonataba, Alan Gladis Dominica Ngaderman hababuk, Abril Vivi Yolanda Helson Matuan Herlina Lenora Yowei Hokoyoku, Venezuella Regina Joshina Imelda Numberi Irianti, Nurhaeni Irjanto, Norman S isawa, Charles sesera Islam, Fachrul Iwanggin, Wedes J.M, Esau Jenny Temba Jered Imanuel Wanda Kawana, Yuliana Dorce Khaihena, Albert Kimber, Petronela Kiswanto, Rahmat Haryadi Kondy, Sharon Telvie krimadi, semuel Kulwy, Agustinus Kusrini Kusrini Lahallo, Jim Lito Klore, Skolastika Elisabeth Lizhau, Ting Lokobal, Luis M. Tomaula, Rudi Marcella Putri Pentury Mareyke Kalasina Yawa Maryen, Hana Rina Masyruah, Khoiratul Melki Sendoni Wondiwoi Minarni Muzaqi, Muhammad Iqbal Da'i Nadia Nadia Nangguar, Maria Loisa Nangguar, Rosita Nasiri, Asro Nawu, Jerom Neno, Friden Elefri Nourman Satya Irjanto Nur Atya Paiki, Gracella B Paulisen Matu Pawan, Elvis Pawan, Elvis Povay, Wama Albertho Prasetyaningrum, Eka Putra Immanuel Pali Rahmaddiyanto, Syarif Rahman, Fadil Rajsya, Indra Ramos, Victor Renyaan, Alfaris Salam Rumboirusi, Kartensia Firli Rumkorem, M Novran R Rusadin, Fina Alvionita Sabra, Isac Samon Sandra Keke Waromi Sari, Yuyun Purnama Sariyati H.Y. Bei Sibi, Fifian Theresia Simamora, Gysbi P Simatauw, Jeanet D Solo, Klemensia Dina I I Sulobua, Riski SW, Febrian Ray Gere Tatuhey, Emy Lenora Tekam, Lodi Thamrin, Rosiyati M.H Theo W. M. L. K. Gusbager Tirsa Meira Pontoh Triyanto Triyanto Tuahuns, Wafiq Azizah Tulung, Revo Riantino Veny Cahya Hardita Viona Sharon Prilia Rombot Wahyu Wijaya Widianto Walangitan, Rafaely Hesky Wanggai, Maya Y Arsyad, Dhea Firda Y. A Numberi, Barbalina Y. Bei, Sariaty H. Yarangga, Abigael M I Yaruyap, Sertina Yosefin Caltrin Odelia Yulius Nahak tetik Yunita, Selviana