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Sri Sumarni
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Journal : MEDISAINS

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Develop a web-based system using the Naïve Bayes algorithm to predict asphyxia neonatal Arselatifa, Elviga; Sumarni, Sri; Kurnianingsih, Kurnianingsih
MEDISAINS Vol 22, No 1 (2024)
Publisher : Universitas Muhammadiyah Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30595/medisains.v22i1.19531

Abstract

Introduction: Most cases of perinatal asphyxia are caused by conditions unrelated to labor. When asphyxia occurs during childbirth, it is usually caused by an obstetric emergency that was not detected during pregnancy. It is essential to prevent asphyxia by identifying the incidence of asphyxia during pregnancy. Several studies have been conducted to identify asphyxia problems developing by predictive models. However, there has been no development of a system for predicting birth asphyxia during pregnancy and carried out in primary health facilities.Purpose: Develop a web-based system using the Naïve Bayes (NB) algorithm to predict asphyxia neonatal using a dataset of antepartum risk factors in primary health facilities.Methods: This study employed research and development, which consists of 4 stages, namely literature study, development stage, expert validity, and trial.Results: A system that health workers in primary health facilities can use to predict asphyxia neonatal and recommend referrals for determining the place of childbirth has been successfully created. The system performance test predicted asphyxia neonatal with all NB evaluation values reaching more than 98%, and the prediction accuracy in the respondent test included in the High Accuracy category (MAPE value 9.06%).Conclusion: The development of a web-based system using the NB algorithm has been proven to be able to predict asphyxia neonatal and can be implemented for health workers as an effort to anticipate delays in handling cases of asphyxia neonatal because of the predicted results along with recommendations for focusing mothers with the risk of babies born asphyxia to find out possible childbirth places.
E-Postpartum mobile application to increase postnatal knowledge care Khairunnisa, Refa'; Sumarni, Sri; Supriyana, Supriyana
MEDISAINS Vol 19, No 3 (2021)
Publisher : Universitas Muhammadiyah Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30595/medisains.v19i3.11999

Abstract

Background: During this pandemic, maternal health services must still be considered because it is feared that there will be an increase in postpartum maternal morbidity and mortality. Postpartum care knowledge is vital for postpartum mothers to maintain their condition, so it is necessary to make an application that helps mothers through the E-Postpartum application.Objective: The study aims to develop and test the E-Postpartum mobile application to increase knowledge of postnatal care.Method: This study employed Research & Development consisting of 4 stages, namely Literature Study, Development Stage, Validity Expert, and Trial.Results: The E-Postpartum mobile application has six features, starting from education about postpartum care to consultation. The trial results showed that the application effectively increased the knowledge and action of postpartum mothers (p <0.001).Conclusion: The E-Postpartum application is beneficial for health workers in providing education, especially for postpartum mothers in carrying out care during the postpartum period. This postpartum application will make it easier for mothers to check their condition and make it easier for midwives to detect early and control the mother's condition even remotely.
Progressive muscle relaxation application (PURE App) for dysmenorrhea Aldinda, Tharra Widadari; Sumarni, Sri; Mulyantoro, Donny Kristanto; Azam, Mahalul; Sudiyono, Sudiyono
MEDISAINS Vol 20, No 2 (2022)
Publisher : Universitas Muhammadiyah Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30595/medisains.v20i2.14351

Abstract

Background: The prevalence of primary dysmenorrhea in Indonesia is 54.89%. Progressive Muscle Relaxation (PMR) exercises have proven to decrease the symptoms of dysmenorrhea. Nowadays, the android application can be widely accessed anywhere and anytime, thus saving time and costs. There has never been a study that applies PMR, especially android-based dysmenorrhoea.Objective: The current study aimed to develop the PURE App, a PMR exercise android-based application, and to test the effectiveness of reducing the menstrual pain score of adolescents with primary dysmenorrhea.Method: This study conducted Research and Development (R&D), which consists of 4 stages, namely information collection, application design, expert validation and revision, and trial.Result: The PURE App has five features, ranging from pain screening to exercise. The trial results showed that the PURE App application effectively reduced menstrual pain in adolescents with dysmenorrhea. The treatment decreased pain score from 4.48±0.71 to 1.98±1.49 in the treatment group (p<0.001). The treatment group's post-measurement pain score was also significantly different compared to the control group, 1.98±1.49 and 4.90±1.10, respectively.Conclusion: The PURE App benefits teenagers, especially those with primary dysmenorrhea. This application will make it easier for teenagers to overcome pain because the exercises on the application can be accessed anytime and anywhere.
Co-Authors A G Thamrin A.A. Ketut Agung Cahyawan W Abd. Wahid Abdul Rohman Anshory Abdul Wakhid Ali Munandar Ade Ulfa Septiana Adeng Slamet Adhitya Surya Pratama Afriani, Rachmi Afriyanto, Dwi Agus Firdaus Agustin Setianingsih, Agustin Ahmad Nurul Azhar Al Adhim Ahmad, Zaenal Arifin Ahmaniyah Ahmaniyah Akbari Akbari, Akbari Aldinda, Tharra Widadari Alimah, Isnaini Putri Laili Nur Alrefi, Alrefi Amartha, Tecky Afifah Santy Amirah, Sakinah Ananda, Addiella Fitri Andika, Windi Andika, Windi Dwi Andra Noviana Andriana Andriana Anggit Kartikasari Anggun dila Inayah Angraini, Melisa Nabima Anik Anekawati Anis Rahmawati Anwar Efendi Apri Irawan Apriadi Prmausyagi Aprilia Dwi Wulandari Aris Santjaka Arista, Sindy Agustina Arma, Merisa Restiani Arrif'aniy, Fath Fithrotu Zahrotuddina Arselatifa, Elviga Arwani Arwani Asnur, Muhammad Nur Ashar Astika, Ruri Tria Astuti, Yuni Nur Asuan, Maria Elvira Atikah Atikah Aulia, Rahma Aulia, Renata Putri Azizah Husin Azzahra, Nuri Syifa Bambang Sutomo, Bambang Basori Basori Bedjo Santoso Kadri Benedictus Kusmanto Cakrawati.R, Cakrawati.R Carisa, Aulia Caroline, Stephani Fahra Cecil Hiltrimartin chundakus Habsah Chundakus Habsya chundakus Habsyah Claudia Raynera Darmahusni Darmahusni, Darmahusni Davizar Rukman Arrumy Dellomos, Carl O Demsa Simbolon Dermawan, Heri Desi Yanita Destiya Nur Khasanah Desyandri Desyandri Dewi Andang Prastika Diah Arum Ratnawati Dian Permatasari Dimas Triananda Aji Pamungkas Diyah Fatmasari Donny Kristanto Mulyantoro Dwi Astuti Dwi Cahaya Nurani Dwi Haryanti edy susanto Ekayanti, Yesi Eko Mulyadi Eko Suprimurtiono Eko Susanto Elisa Ulfiana Emdat Suprayitno Emdat Suprayitno Endah Aryati Eko Ningtyas Endri Astuti Erisna, Maya Erna Widyastuti Ernawati Sri Ernawati Sri Sunarsih Eryan Nuzuliana Cahyanto Fadhilah, Adela Nurul Fadhilah, Ayu Fairuz, Luthfia Fajar Ayu Prabandani Farah Salsabila, Farah Farida Hanum Farkhati Nafi'ah, Eka Apriadi FATIMA, SITI Fatmawati, Happy Ika Fauzan, Fahmi Azka Febriyanti Utami, Febriyanti Firabeliya, Nanda Audry Fita Rizkika Fizmayani Fitriah, Lela Lailatul Fitriyah sofyani Guntur S, Guntur Gustiya, Sherly Dwi H. Soro , Suharyanto Hadibrata, Nabila Febriana Handayani, I Desak Gede Agung Mas Handayani, Rani Harahap, Asriana Hariyanti, Reni Hartateana, Ridanna Hartika, Yayan Hartono Hartono Hasan, Nabila Irianty HAYATUNNUFUS, ALIFA BAIDURI Herawati, Atika Hermi Yanzi Herri Sulaiman, Herri Herry Suseno Herry Widyastono, Herry Hiddatin Niha Hilma Triana Himawan Putranta Hoirunnisa, Fuja I Made Astra Ida N Saputro Ida Nugroho Saputro Ifan Iskandar Iim Wasliman Ika Purnama Sari Ilhami, Akmillah Indah Permata Sari Irmawati Irmawati Isnantyo, Fajar Danur Istiningsih, Istiningsih Ivan Riyadi Jannah, Adinda Mutiara Jauhary, Ermilya Restiani Kania, Refi Karimah, Nahdiyah Kartika, Wilda Isna KATNI KATNI, KATNI Khaeunisa, Ismah Khairunnisa, Refa' Khoerul Anam, Khoerul Khuzaifah Krispin, Charles Kurnianingsih Kurnianingsih, Kurnianingsih Kusyogo Cahyo Laksono Trisnantoro Laylatul Hasanah Lenny Marzulina, Lenny Leny Latifah Lestari, Bunga Wahyuni Lidiporu, Givens Rindu Magnificat Ade Listyaning Eko Martanti lndri Hermiyati Luthfi, Tasyfiah Aliya Mahalul Azam Maharani, Siti Dewi Maigoda, Tonny Cortis Makmuri Makmuri Marsum Marsum Marsum Marwah Mastiur Hutagalung, Lisdan Agave Maya Erisna MEGA NURRIZALIA, MEGA Meliya, Leza Fica Meliyanti, Meliyanti Mellynia, Windha Melyana Nurul Widyawati Merisa Restiani Arma Meta, Raharni Rosfiyanti Miftahul Hasanah, Miftahul Mubarok, Ahmad Shofi Muh. Wahyu Syabani Muhammad Akhyar Muhammad Aziz Muslim Muhammad Eka Zuwanda Muhammad Nizam Muhammad Syukur Muhammad Teguh Raharjo Mujib Hannan Mulyadi Eko Purnomo, Mulyadi Eko Munastiwi, Erni Mutiah, Mar'atu Nada, Ana Quthratun Nafi’ah, Eka Apriadi Farkhati Naili Vidya Yulistyana Naimah Naimah Naswa Putri Johan, Alica Natasya, Dian Ayu Nawawi, Rahmat Naya Fatharoni Nazarudin Nazarudin Nelyta Oktavianisya Nisfi Anisah Noviyanti, Aldila Nurhasanah, Intan Nurhayati, Riska Nurliyani (Nurliyani) Octaviani, Dhita Aulia Oki Saputra Oktarina, Rizki Oktavia, Venisa Onny Setiani Pagarwati, Lia Ayu Pagarwati, Lia Dwi Ayu Palupi, Endah Kinarya Pasaribu, Roma Satika Pasaribu Petphong, Vajee Purba, Annie Cristyana Pusporini, Dian Purwohadi Putra, Harbi putri salsabila Putri, Rizky Syahra Putriyanti, Dwi Qonita, Novi Arini Rabbani, Bariq Hammam Rahmat Fajar Asrofi Rahmawati, Wilujeng Rizki Ramadhani , Nia Ramadhanty, Fadhilah Rasyidah Rasyidah Rasyidah Ratna Dewanti Ratna Dewanti Ratu Ilma Indra Putri Reni Hariyanti Reni Nuril Komari, Reni Nuril Renny Pramitha Ria Rosdiana Hutagaol Rima Sri Agustin Rini Anggrainingsih Risca Cahya Ritonga, Joshua Rizdika Mardiana Robi Fuadi Roemin toyo Roemintoyo Roemintoyo Rohmaningsih, Ida Rosa, Evira Rosi Amelia, Angel Rovimelia, Wanda Rozikhan, Rozikhan Rukiyah Rukiyah Rukiyah Rukiyah Runjati Ruri Tria Astika Rusfi Rama Dini Saadah, Nurus Safitri , Erna Retna Sangkot Sirait, Sangkot Santi Oktarina Sari, Nopi Nopa Sari, Risca Cahya Sarief Fathurrachman Sekarkedhaton, Rhepita Hindun Pangesti Sembodo Ardi Widodo Septiana, Reva Septiani, Yin Yin Shabrina, Felicia Sholeha, Baqiyatur Rahma Siregar, Parulian Siregar, Rina Siregar, Rina Rahayu SITI DRIVOKA SULISTYANINGRUM Siti Fatimah Soeharyo Hadisaputro Soeharyo Hadisaputro Soeparwati, Soeparwati Soeyoko - Solehudin, Rifqi Solihat, Siti Maryam Soraya, Arafatul Sri Endang Windiarti Sri Wahyuni Su katiman Subekti Sudiyono Sudiyono Sugesti Aliftitah Sugiarto - Suharjono Triatmojo Suharsono Suharsono Suharyo Hadisaputro Suhendra, Ade Sukatiman Sukatiman SUNARTO Supriyana Supriyana Supriyana, Supriyana Surino, Portio O Suryadi Imran, Suryadi Suryati Kumorowulan Sutris Wahyu T U syafdaningsih syafar Syafdaningsih Syafdaningsih Syamsul Arifin Syarifuddin Syarifuddin Tamara, Erenda Titik Anggaraini Tri Mulyanto Triana, Hilma Triani, Irda Umi Chotimah USWATUN HASANAH Utami, Difa Nadila Utami, Sasti Dwi Utami, Umi Juarna Vivit Rulita Sari Wahyuni, Ayu Tri Waluyo Waluyo Waskito, Meindro Wasliman, Eva Diana Wibowo, Mufti Agung Widiastuti, Dhias Wijayanti, Krisdianan Wilanda, Alifah Wulandari, Tesa Yulike Yetty Rahelly Yin Yin Septiani Yogo Prihatono Yosef, Yosef Yuliasti Eka Purnamaningrum Yuni Dwi Suryani Yuni Kusmiyati Yusti, Adi Putra Zahirah, Ranti Zakiyah Yasin