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Journal : Indonesian Journal of Electrical Engineering and Computer Science

Fuzzy medical expert system for prediction of prostate cancer Wantoro, Agus; Rusliyawati, Rusliyawati; Sutyarso, Sutyarso; Hadibrata, Exsa
Indonesian Journal of Electrical Engineering and Computer Science Vol 40, No 3: December 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v40.i3.pp1466-1477

Abstract

We developed the fuzzy medical expert system (F-MES) based on fuzzy inference system (FIS) Mamdani using a different approach to prostate cancer risk (PCR) prediction. The difference in our research is that we modify the membership function on the input variable according to medical standards. We used the same input variables as the previous study, namely age, prostate-specific antigen (PSA), prostate volume (PV), and percentage (%) free PSA (%FPSA). The data on the input variable is used as input into F-MES and displays the output in the form of a percentage (%) of PCR. If the PCR is >50%, then the patient is advised to undergo a biopsy test. We conducted an analysis with the doctor to create a simple domain and rule base of 24 rules. Our number of rules is lower than previous studies of 80 and 240, but our prediction results are better the F-MES evaluation used the same 56 patients, that the F-MES we developed had an accuracy of 857%. This score is better than previous studies of 75% and 76%. Our F-MES is simple but effective and can be used as a supporting tool in decision-making in medical diagnosis.
Co-Authors Ade Dwi Putra Adi Sucipto, Adi Adit Nurmansyah Agung Prabowo Agus Wantoro Agus Wantoro Agus Wantoro Agustina, Monika Alita, Debby Alita, Deby Ambrosius, Niko Ferdianto Andreas Perdana Andri Pratama Angeline, Velicia Anggun Dwi Suryani Anton Mahendra Anton Mahendra Apri Candra Widyawati Apri Candra Widyawati Ardianto, Maygi Ardimansyah Ardimansyah Ari Sulistiawati Ari Sulistyawati Arief Budiman Arry Verdian Ayu Febriani Bahtiar Ayu Febriyani Bachtiar Ayu Puspita Sari Azmi, Ika Nur A’inun Hayat Betty Kusumaning Tias Candra Widyawati, Apri Citra Andini Purnama Dalimunthe, Ernando Damayanti Damayanti Damayanti Damayanti Damayanti, Damayanti Damayanti, Fera Damayanti, Uci Dedi Darwis Dian Novita Dimas Aminudin Saputra Dwi Prihatini Elok Heniwati Erliyan Redi Susanto Erliyan Redi Susanto Erliyan Redy Susanto Ernain Ernain Febrizal Nata Prawira Frederick Rafael Tambunan Gomes Soares, Teotino H Haryono Hadibrata, Exsa Hamzani, Umiaty Handika, H Harpidalinda, Sopia Haryo Katlu, Mychel Gabrielli Haryono Haryono Hermansyah Putra Pane Hotben, Hotben Ikhsan, Syarbini Imam Ahmad Imelda Sinaga, Imelda Inge, Ihgnasia Itce Diasari Jafar Fakhrurozi Jessica, Meryana Juanda Astarani Jusmawati Jusmawati, Jusmawati Karpriana, Angga Permadi Kesuma, Febriza Puja Khasanah, Magnalia Restu Khristina Yunita Kristina Mawarni Kurnia Muludi M. Ghufroni An'ars Margaret, Eveline Muhamad Fitratullah Muhammad Andri Setyadi Muharni, Sita Muhsin Muhsin Muhsin, Haryono, Napianto, Riduwan Neltiani, Andini Neneng Neneng Nerva Juniari Manalu Nina Febriana Dosinta Nirwana Hendrastuty Novia Agus Mila Nurhasan Nugroho Peni Puji Lestari Permata Permata Pratama, Nanda Saputra Priliyani Hana Primawan Adrian Sitinja Putra, Novrialdi Budi Putri, Aurelia Anaya Qadhli Jafar Adrian Ramadini, Puput Artha Richnady, Wishen Rini Nuraini, Rini Rudi Kurniawan Rudy Kurniawan Saputra, Muhammad Ridho Saputra, Yuda Satria, M.Najib Dwi Sefrizal Nata Prawira Septi Nurul Arifah SERLI WIDIASTUTI Setiawan, Chandra Bagus Shaqilah, Diva Atari Siregar, Muhammad Asgaff Aznan Siska Damayanti Siti Nurhayati Sulistiawati, Ari Sumarni, Itin Susanto, Erliyan Redy Sutyarso Sutyarso Syahirul Alim Taufik Hidayat Tien Yulianti Tien Yulianti Tithania Marta Putri Tiya Nurfauziah Tonggiroh, Mursalim Trianto, Joko Ulum, Faruk Veithzal Rivai Zainal Very Hendra Saputra Wahyudi, Agung Deni Windy Oktavia Yantiana, Nella YOHANA TRI UTAMI, YOHANA TRI Yuri Rahmanto Yusra Fernando Zul Fahnur Zakaria