Assoc. Prof. Lukman Heryawan, Ph.D.

Head of Software and Data Engineering Lab
Assoc. Prof. Lukman Heryawan, Ph.D.

About

Assoc. Prof. Lukman Heryawan, Ph.D., is the Head of the Software Engineering and Data Lab (SENADA) at Universitas Gadjah Mada (UGM). He leads research in Medical Informatics with a focus on healthcare data interoperability, medical coding systems, and health information exchange standards.

Research Focus

Dr. Heryawan's research focuses on advancing medical informatics through computational approaches, with particular expertise in healthcare data interoperability, medical coding systems, and health information exchange standards.

Research Interests

  • Medical Informatics: Electronic health records, medical coding, and healthcare data standards
  • Health Information Interoperability: FHIR implementation, healthcare system integration
  • Medical Text Mining: Automated diagnosis detection and medical concept extraction
  • Healthcare Data Analytics: Clinical decision support systems and health informatics applications

Research Bio

Dr. Heryawan’s research centers on advancing medical informatics through innovative computational approaches. His work spans multiple areas including electronic health record systems, medical coding automation, and healthcare interoperability standards. He has made significant contributions to medical text processing, particularly in automated diagnosis detection and medical concept extraction from clinical documents.

His recent research focuses on implementing HL7 FHIR (Fast Healthcare Interoperability Resources) standards to improve healthcare data exchange and developing intelligent systems for medical coding and classification. Dr. Heryawan has also worked extensively on medical terminology systems, including Medical Subject Headings (MeSH) classification and clinical abbreviation processing.

Through his leadership of SENADA Lab, Dr. Heryawan supervises research projects that bridge computer science and healthcare, developing practical solutions for medical data management and clinical decision support. His work contributes to improving healthcare delivery through better information systems and data analytics approaches.

Contact

  • Email: lukmanh@ugm.ac.id
  • ORCID: 0000-0000-0000-0000
  • Office: Software Engineering and Data Lab (SENADA), Universitas Gadjah Mada

Publications

2025 (1 publications)

Fast Healthcare Interoperability Resources (FHIR)–Based Interoperability Design in Indonesia - Content Analysis of Developer Hub's Social Networking Service
Heryawan L, Mori Y, Yamamoto G, Kume N, Lazuardi L, Fuad A, Kuroda T
JMIR Formative Research 9:e51270 (2025)

2024 (3 publications)

Web-based Software Development for Complementary Feeding Recommendation System (EasyMPASI) Using Rule-Based Reasoning
Salsabila A, Heryawan L, Amalia E, Siagian D, Ongan RH
2024 International Conference on Computer, Control, Informatics and its Applications (2024)
Medical Record Document Search with TF-IDF and Vector Space Model (VSM)
Heryawan L, Novitaningrum D, Nastiti KR, Mahmudah SN
International Journal on Advanced Science, Engineering and Information Technology (2024)
Tantangan Interoperabilitas Rekam Medis - Studi Kasus Di Rumah Sakit Singaparna Medika Citrautama
Wahyuni I, Heryawan L, Sanjaya GY, Prabowo T
Jurnal Manajemen Kesehatan Indonesia 12(3):229-238 (2024)

2023 (4 publications)

KESIAPAN PENERAPAN REGISTER IMUNISASI ELEKTRONIK NASIONAL DI PROVINSI BANTEN DAN MALUKU UTARA
Rahmadewi P, Heryawan L, Lazuardi L
Jurnal Kesehatan Masyarakat 11(4):406-417 (2023)
Klasifikasi Penyakit Tuberculosis (TB) Organ Paru Manusia Berdasarkan Citra Rontgen Thorax Menggunakan Metode Convolutional Neural Network (CNN)
Rasyid A, Heryawan L
Jurnal Manajemen Informasi Kesehatan Indonesia 11(1) (2023)
Information Retrieval for Early Detection of Disease Using Semantic Similarity
Aszani A, Wicaksono HI, Nadzima U, Heryawan L
IJCCS (Indonesian Journal of Computing and Cybernetics Systems) 17(1):45-54 (2023)
MANAJEMEN DAYA PADA SISTEM HPC MENGGUNAKAN METODE DEEP REINFORCEMENT LEARNING BERBASIS ADVANTAGE ACTOR-CRITIC
Rahmani F, Heryawan L, Amrizal MA
Universitas Gadjah Mada Thesis (2023)

2022 (5 publications)

Context-Aware Recommendation System Survey - Recommendation When Adding Contextual Information
Winarko E, Heryawan L
2022 6th International Conference on Information Technology, Information Systems and Electrical Engineering (2022)
Comparison of machine learning and deep learning model for medical subject headings indexation
Heryawan L, Bukhori A
Proceedings of the 2022 International Conference on Computer, Control, Informatics and its Applications (2022)
Deep learning and machine learning model comparison for diagnosis detection from medical records
Heryawan L, Febriansyah F, Bukhori A
Proceedings of the 2022 International Conference on Computer, Control, Informatics and its Applications (2022)
Persepsi Dokter Klinik Dalam Menggunakan Rekam Medis Elektronik Berbasis Cloud Computing - Survei Penggunaan rekmed.com
Choironi EA, Heryawan L
Jurnal Ilmiah Informatika Global 13(3) (2022)
An Automatic Data Mapping for Interoperability of OpenEMR Medical Practice Management Software Using the Fast Healthcare Interoperability Resources
Sujudi HM, Heryawan L
Advanced Biomedical Engineering 11:186-193 (2022)

2021 (2 publications)

An Electronic Medical Records' Keywords Detection Using Supervised Learning for Supporting Medical Coding
Heryawan L, Febriansyah F
Proceedings of the 2021 International Conference on Computer, Control, Informatics and its Applications (2021)
Medical Subject Headings (MeSH) Indexing Using Unsupervised Learning for Low-resource Controlled Vocabulary
Heryawan L, Subiantoro A
Proceedings of the 2021 International Conference on Computer, Control, Informatics and its Applications (2021)

2020 (4 publications)

A Computer-mediated Support for Writing Medical Notes with Coder's Perspective
Heryawan L
Kyoto University PhD Thesis (2020)
Web Service for Search Engine Bahasa Indonesia (SEBI)
Suzanti IO, Pramudita YD, Putro SS, Heryawan L
Journal of Physics - Conference Series 1569(2):022087 (2020)
A detection of informal abbreviations from free text medical notes using deep learning
Heryawan L, Sugiyama O, Yamamoto G, Khotimah PH, Santos LHO
European Journal of Biomedical Informatics (EJBI) 16(1):29-37 (2020)
Toward Design of an Agent-based Writing Support System for the SOAP Note - A Content Analysis of the Video-based Survey
Heryawan L, Khotimah PH, Sugiyama O, Yamamoto G
Advanced Biomedical Engineering 9:146-153 (2020)

2019 (1 publications)

Agent-based Completion for Collecting Medical Note Parameters
Khotimah PH, Heryawan L, Kuroda T, Hiragi S, Yamamoto G, Okamoto K
Proceedings of the 7th International Conference on Human-Agent Interaction (2019)

Recent News

Project June 15, 2025

SENADA-UGM Delivers Digital Dashboard for MTA Playen Gunung Kidul
Lab RPLD UGM hands over digital dashboard and attendance system to MTA Playen as pilot project for Gunung Kidul region
LH EW KM IGM MD AN GBH