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Budi Santoso
Poltekkes Depkes Palembang, Palembang 30126, Indonesia
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DEEP LEARNING ALGORITHM FOR CONNECTING SCIENTIFIC RECORDS AND SOCIAL PLATFORM Budi Santoso; Agustinus Budi Santoso; Eko Siswanto
Journal of Engineering, Electrical and Informatics Vol. 2 No. 2 (2022): Juni: Journal of Engineering, Electrical and Informatics:
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jeei.v2i2.913

Abstract

In the healthcare industry, professionals develop big amounts of disorganized data. The complexity of this data and the loss of computational capability lead to delays in the investigation. Nevertheless, with the advent of Deep Learning algorithms and connection to computing power such as Graphic Processor Units (GPUs) and Tensor Processing Units (TPUs), text and image processing has become usable. Deep Learning (DL) data bring about a big outcome in Natural Language Processing (NLP) and computer perception. The main purpose of this study is to build an undivided approach that can relate social platforms, literature, and scientific records to develop an approach to medicinal education for the public and experts. This study focuses on NLP in the healthcare industry and compiles data by Electronic Medical Records (EMR), medical literature, and social platforms. The framework proposed in this study is one for connecting social platforms, medical literature, and Electronic Medical Records scientific records using Deep Learning algorithms. Linking data sources requires defining the relationships between them, and finding concepts in medical texts. The National Library of Medicine (NLM) introduced the Unified Medical Language System (UMLS) and uses this system as the basis for the proposed system. The dynamic nature of a social platform can be recognized and supervised methodologies can be applied under supervision to develop conception. Named entity Recognition (NER) enables the active eradication of data or individuals by the pharmaceutical literature.
Co-Authors . Parwiyanti 12.520.20.206 Shinta Ratnawati, 12.520.20.206 Aam Rachmat Mulyana Abdollah Abdollah Abdul Azis Bagis Abdul Aziz Bagis Abdul Multi ABDUL RACHMAD BUDIONO Ade Sobandi Ade Sobandi, Ade Ade Sutrisna Aditya Muhammad Nur Ady Rendra Bachtiar Afi Rachmat Slamet Agung Wahyu Handaru Agus Hidayat AGUS RIYANTO Agus Setiya Budi Agus Sulistyono Agus Wijaya Agustinus Budi Santoso Ahmad Fauzi Ahmad Mustafa AHMADI Aji Sukarno Aldila Din Pangawikan Ambo Tang Amiral Emeraldo Zahari Andi Hallang Lewa Andi Hallang Lewa Andi Herman Anggi Pasca Arnu Annisa Nur Fitriyana Aqsyari, Rizki Ardi Nuryadi Ari Prasetyo Ariel Sabella Siva Shan Arif Ardiansyah Aris Eddy Sarwono Arnan Jinawi Arnes Sembiring Arwan Bin Laeto Asep Jajang K Ash Shiddiq, Muhammad Abdurahman Asnani Asnani Astiyani Lestari Aswin Fitriansyah Ayu Rahayu Ayu Rahayu A`im Matun Nadhiroh Bachtiar Marbun Bambang, Bambang Hermanto, M.Cs Bang Rozali Basuni Hamzah Bayu Aryanto Betti Yuniasih Chairil Anwar Daniel Saputra Darma - Dearni Dewi Hasiany Desy Khoirun Nisa Dewi Saptantinah PA Dian Nurul Huda Dikdik Japar Sidik Dila Annisa Dimas A. Prasetiyo Dimas Prayitno Rivai Dita Hendriani Dominicus Danardono Edwin Zusrony Eeng Ahman, Eeng eka yati, Sri Ekaning Setyarini Eko Siswanto Eko Sugeng Supriyanto Endah Setyaningrum Endang Lestari Hastuti Endi Ruhaendi Enna Aslina Erna Yusnina Eka Putri Esti Yunitasari Faisal Danu Tuheteru Faisol Faisol Fine Reffiane Fitra Syawal Harahap Gatot Priyanto Giri Susanto Hamzah Hanif Nur Widhiyanti Hari Basuki Notobroto Harsito, Catur HARYONO Hasnia Arami Hendra Dwi Kurniawan Hendri Rahmayani Asri Hendri Winata, Hendri Herawati Herawati Herfriyanti Ronasari Heri Syahrian Hermanto Hermanto Heru Santoso Wahito Nugroho Husna I Nyoman Nugraha Ardana Putra I Putu Buda Yasa Idayanti, Rahma Wulan Ike Alfiyani Imam_Mahdilawa Mahdilawa Indaryanti Indaryanti Isha Wijayanti Istini Istini Izza Ulumuddin Ahmad Asshofi Jumadi Jumadi Ketut Surasni Khairul Rizal Khusnul Prasetyo Komsi Koranti Kurjono . Kurjono Kurjono Kurnia Islamia Kusumawardani, Emi La Sara Larasta Shabillia Lilik Handajani Liyya Hernawati Lukman Hakim M. Imam Mahdilawa M. Naely Azhad M. Zahran Gibran Maragustam Siregar Marsofiyati Marsofiyati Masbah R.T. Siregar Maulana Tri Andhani Meidy Putra Hermanda Meike Meilan Lisangan Meta Arief Moh Arif Arbianto Mohamad Haris Septian MOHAMMAD NUR ARIFIN Monica Sonia Indri Pradipta MT Safirin Muhamad Ridwan Muhammad Akbar Rausyan Fikri Muhammad Nur Alamsyah Muhammad Ridwan Muhammad Thohri MUHAMMAD YUSUF Muharrir Muharrir Nadia Ade Lutfiana Nadia Ade Luthfiana Nailah Amaliya Nairul Ulfa Putri Ahmy Naslina Alimina Nenik Diah Hartanti nFN Hermanto Ni Larasati Kartika Sari Noviawan Rasyid Ohorella Nur Aida Arifah Nur Fitriah Nursaidah Nursaidah Nursalam Nursanty Nursanty Nurul Qomariah Paramita Paraningtyas Pipiet Furisari Priyadi Hartoko Puji Hartoyo Purnawan Gunawan Rachmi Sulistyarini Rafsi Azzam Hibatullah Albar Rahayu, Emik Rahayugo Rahayugo Rahman, Sayuti Rahmanti Asmarani Raymundus Lullus Lambang Govinda Hidajat Rendy Adhi Rachmanto Reniana, Reniana Reza Fahlevi Richard Martin Rifka Triyanto Rina Adelia Rina Anggriana Rina Puspita Rindit Pambayun Rini Bikarindrasari Rinie Arifianti Rio Kayisa Riska Hediya Putri Robby Pramono Saiful Romadon Sambas Ali Muhidin, Sambas Ali Simon Fuad Sonda SITI AMINAH Siti Rusdiana Puspa Dewi Sjafrudin Redjab Soleman Karayopi Sri Agustini Sri Oemiati Sri Widodo Suhariningsih , Suhariningsih Suhatno Surasni Sutrisno Sutrisno Suwatno Suwatno Syahril Abd. Raup Syaiful Iqbal Syamsul Arifin Tandri B. Tejasyahputra Taxwim Taxwim Teguh Triyono Thalia Aisyah Zahrani Tri Adi Nugroho Tri Mulyani W Tri Oktaria Tri Sumarsono Triono, Mukhlas Triyanto Triyanto Try Hikmawan Tuti Andriani Tuti Binastuti Ujan Satrio Vitria Puspita Rahadi Wartariyus Wellem H. Muskita Widarko, Agus Widjiati Widya Lestari Wijananto Wijananto Wijaya, Muhammad Askha Rafliansyach Windhu Purnomo Winnugroho Wiratman, Manfaluthy Hakim, Tiara Aninditha, Aru W. Sudoyo, Joedo Prihartono Wiranto Budi Santoso Yenny Puspitasari Yenny Sugiarti Yetti Supriyati Yosephine Laura Raynardia Esti Nugrahini Yovita Prabawati Yovita Prabawati Tirta Dharma Yudin Citriadin Yunanto Yunanto Yunita Dian Eka Sari Yureana Wijayanti Yusuf Hartono Zulfikar Mahmud