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All Journal Jurnal Manajemen Kesehatan Indonesia Jurnal Keperawatan Padjadjaran Jurnal Keperawatan Silampari Indonesian Journal of Nursing Health Science Jurnal Pengabdian Masyarakat AbdiMas Journal of Islamic Nursing Manuju : Malahayati Nursing Journal International Journal of Nursing and Health Services (IJNHS) Indonesian of Health Information Management Journal (INOHIM) Jurnal Ilmiah Keperawatan Imelda Journal of Telenursing (JOTING) Jurnal Abdi Insani Jurnal Aisyah : Jurnal Ilmu Kesehatan BERNAS: Jurnal Pengabdian Kepada Masyarakat TEPIAN The Journal of Hospital Accreditation (JHA) Jurnal Abmas Negeri (JAGRI) Aptekmas : Jurnal Pengabdian Kepada Masyarakat Berita Kedokteran Masyarakat Jurnal Pengabdian dan Pengembangan Masyarakat Indonesia DEVOTE: Jurnal Pengabdian Masyarakat Global DUNIA KEPERAWATAN: JURNAL KEPERAWATAN DAN KESEHATAN TELL - US JOURNAL Jurnal Info Kesehatan
Mira Asmirajanti
Nursing Study Program, Faculty Of Health Science, Universitas Esa Unggul, Indonesia
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Journal : TEPIAN

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Analyzing and Designing Decision Support Systems for Stroke Patient Daily Treatment Azizah, Anik Hanifatul; Asmirajanti, Mira; Pratama, Ariq
TEPIAN Vol. 5 No. 4 (2024): December 2024
Publisher : Politeknik Pertanian Negeri Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51967/tepian.v5i4.3186

Abstract

Stroke is one of the neurological diseases that often requires complex management and treatment. Making the right decisions in diagnosing and treating stroke patients can have a significant impact on the recovery process and the quality of life for patients. To assist healthcare professionals and patients in making more informed decisions, this research has developed the "StrokeCare Navigator," a web-based Decision Support System (DSS) that utilizes the Decision Tree C4.5 algorithm. This system allows users, including healthcare professionals and patients, to input symptoms and patient medical information, providing an initial diagnosis of the type and severity of the stroke. Additionally, the system offers personalized treatment guidelines, treatment recommendations, and online patient monitoring services. The Decision Tree C4.5 model used in this system was developed through training with relevant patient data. Evaluation results indicate that the system can provide accurate and beneficial recommendations for healthcare professionals and patients. Testing and patient monitoring in clinical practice also demonstrate the potential to enhance stroke patient care. Therefore, StrokeCare Navigator is expected to be a valuable tool in stroke patient management and treatment, ultimately improving the prospects of patient recovery and providing better guidance for healthcare professionals. This research also provides deeper insights into the implementation of the Decision Tree C4.5 algorithm in the context of Decision Support Systems (DSS) in the medical field.
Co-Authors Abna, Inherni Marti Agus Riyanto Agustina, Noni Aliyupiudin, Yufi Am, Kaylifa Ramadhanti Anggraeni, Gita Anita Sukarno Anita Sukarno Antia Antia Antia Antia Antia Antia, Antia Antoni Antoni Any Kurniawati, Any Arif, Rizca Arifta, Refaldo Asti Puji Lestari Astrada, Adam Azizah, Anik Hanifatul Azzah, Fhasa Lifiansah Bahraini, Dwi Budi Mulyana Cesilia Chairuni Shaliha Nurfitra Clara Maria de Jesus Aparicio Daniel Mada Djuariah Chanafie Djuariah Chanafie Eff, Aprilita Rinayanti Eka Handayani Erwan Baharudin Ety Nurhayati Ety Nurhayati Evi Medina Oktavia Fahrudin, Arif Fatmayanti, Sri Ayu Fauziah Rudhiati Fitri Nadiya Gledys Oksecargra Gunawan Irianto Harna, Harna Ichwani, Arief Iin Inayah Iin Inayah, Iin Juita Amaral Khairina Arare Lia Amelia LILIS ROHAYANI Listia Handayani Lopulalan, Syaneti Lusianah Lusianah Lusianah, Lusianah Mahadewi, Erlina Puspitaloka Maratis, Jerry Melati Putri Kurnia Michele Valensia Tapilatu Muh Asrul Irawan, Andi Muhammad Rizki Rafliyanto Muliyadi, Mulyadi Mulyati Mulyati Mulyati Mulyati Muniroh, Muniroh Mustikawati, Intan Silviana Nasrianti Nasrianti Nurhayati, Ety Nurshabrina, Nurshabrina Oyoh, Oyoh Pamungkas, Fhasa Lifiansah Azzah Patricia R Rumondang Permatasari, Bella Prisca Pratama, Ariq Puspitaloka, Erlina Rahmawati, Rahmawati Ramadhan, Naufal Maulana Ramadhanti, Dwi Ramadhanti, Kaylifa Ratna Dewi Ratu Dini Rahmawati Rian Adi Pamungkas Rio Ardiyah Situmorang Rohayati, Lilis Romadhoni, Asisyafitri Rosya, Ernalinda Salamiyah, Barokatus Sari, Widia Setiawati Setiawati Setiawati Sherly Kalalo Shorayasari, Susi Siti Fatimah Zahra Sonia Sri Rusmini Supyono Supyono Susanto, Ratnawati Syahputra, Agung Dwi Syaneti Lopulalan Tamly, Wahyu Tubagus D.E. Abeng Venicia Eflin Vionalita, Gisely Virly Virda Verlina Widia Sari