Rino Ferdian Surakusumah

@ikta.ac.id

Faculty of Health Technology
Institut Kesehatan dan Teknologi Al Insyirah

Rino Ferdian Surakusumah


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https://researchid.co/rinoferdian

RESEARCH, TEACHING, or OTHER INTERESTS

Biomedical Engineering, Electrical and Electronic Engineering
4

Scopus Publications

93

Scholar Citations

5

Scholar h-index

3

Scholar i10-index

Scopus Publications

  • Adaptive Stress Prediction with GSR, SMOTE Balancing, and Random Forest Models
    Rino Ferdian Surakusumah, Rechi Yudha Apza
    Jurnal Resti, 2025
    Stress is a pervasive condition that affects mental health, productivity, and quality of life across populations. Traditional methods for stress assessment, such as the Perceived Stress Scale (PSS), rely on retrospective self-reporting and are limited by subjectivity and delayed feedback. To address this gap, this study developed an integrated real-time stress monitoring system combining Galvanic Skin Response (GSR) sensors, Internet of Things (IoT) technology, and machine learning algorithms. Primary GSR data were collected from 30 participants under varied conditions, supplemented by secondary data from the WESAD dataset. A Random Forest classifier was employed to categorize stress into four levels: normal, mild, moderate, and severe. To address class imbalance, the Synthetic Minority Over-sampling Technique (SMOTE) was applied, leading to improved model robustness. The system achieved a cross-validated classification accuracy of 69%, with substantial improvements in the detection of moderate and severe stress cases compared to traditional threshold-based methods. A strong agreement (Cohen’s Kappa κ = 0.82) was observed between system predictions and PSS-based stress assessments. Feature importance analysis identified mean GSR value and Skin Conductance Response (SCR) amplitude as the most influential indicators of stress. The system was evaluated for usability, receiving high user ratings in terms of accessibility, simplicity, and interactivity. A simple Python-based command-line interface (CLI) was also developed for real-time stress prediction based on input features. This research demonstrates the feasibility and effectiveness of combining physiological sensing, predictive analytics, and user-friendly interfaces to enable scalable and adaptive stress monitoring. Future developments will focus on integrating additional physiological modalities and deep learning techniques to enhance predictive performance and personalization in clinical and everyday contexts.
  • Fuzzy logic assessment of X-ray tube risks in robotic C-arm angiography: a failure mode and effect analysis study
    Ade Firdaus, Andi Adriansyah, Nanda Ferdana, Rahmalisa Suhartina, Rino Ferdian Surakusumah, Jakfat Haekal, Zulhamidi Zulhamidi, Abu Ubaidillah Shamsudin
    Iaes International Journal of Robotics and Automation, 2024
    This research examines the integration of robotic C-arm technology in angiography, a critical tool for treating cardiac conditions. The robotic C-arm, which includes an X-ray tube, is essential for scanning patients during procedures. The study also investigates the associated risks, specifically in Indonesian hospitals with cardiac facilities. Angiography is used to diagnose and treat heart disease by visualizing blood vessels and facilitating catheterization procedures. However, its mobility poses hazards and can impact the process. To address potential risks, failure mode and effect analysis (FMEA) is utilized. Traditionally, risk assessment using risk priority numbers (RPN) is conducted, but these may not accurately reflect failures due to complex evaluating processes. To overcome this limitation, fuzzy logic is employed, enhancing risk assessment accuracy. Through this approach, twenty-seven failure modes are identified across two brands, with ten major ones prioritized using fuzzy logic. These findings facilitate the development of preventive measures to mitigate future failures and enhance patient safety during angiography in hospitals. In conclusion, the study underscores the importance of robust risk management in medical equipment, particularly in dynamic environments. By integrating fuzzy logic into risk assessment, the study improves prioritization accuracy, enabling effective allocation of resources for preventive actions.
  • A novel design of needle aspiration biopsy monitoring instrument (NAOMI) tested on a low cost chest phantom
    Rino Ferdian Surakusumah, Muhammad Qurhanul Rizqie, Dwichayo Herlambang Prabowo Hidayat, Eko Supriyanto, Muhammad Haikal Satria
    Matec Web of Conferences, 2016
    Needle biopsy is a medical intervention method for taking a lung tissue sample that suspected as a cancer. The disadvantage is the physicians directly visualize the anatomical structures in an open surgery for lung cancer biopsy procedure. There is a need to develop an instrument that may help the physician to guarantee the accuracy and efficiency while performing needle aspiration biopsy. Therefore, a needle aspiration biopsy monitoring instrument or named as NAOMI is proposed. It consists of a microcontroller system, an IMU sensor, an ultrasonic ranging module, a bluetooth module, and a 9V lithium battery. The experimental testing consist of performance testing, functional testing using chest phantom, and user acceptances. The results showed that the NAOMI improve the accuracy and efficiency while performing the needle biopsy operation.
  • Development of a half sphere bending soft actuator for flexible bronchoscope movement
    Rino Ferdian Surakusumah, Ahmad 'Athif Mohd. Faudzi, Dyah Ekashanti Octorina Dewi, Eko Supriyanto
    2014 IEEE International Symposium on Robotics and Manufacturing Automation IEEE Roma2014, 2015
    Flexible bronchoscope (FOB) is commonly used nowaday for airway observation in lung diagnosis because of its easier, safer, and good tolerant technique. However, during intubation, FOB may lead to get jammed due to unpassed size. In this paper, a novel soft-tip FOB development using soft actuator mechanism is proposed to solve the jamming problem. The study is focused on the design, fabrication, and implementation stages. The FOB design utilized a molding system that was drawn using SolidWorks and printed using 3D printer. The FOB fabrication used the printed mold to create the soft-tip by pouring the silicon rubber and mixing the inner and outer layers into the mold and solidifying them. The FOB initial implementation was performed by using tube and air pressure generator. By fabricating two types of soft actuator, combining twisting as well as bending movement actuator, a half-sphere movement actuator was developed. The result shows that the proposed soft-tip could move close to half-sphere bending motion after standard pressure driving experiment was executed.

RECENT SCHOLAR PUBLICATIONS

  • ANALISIS HASIL PENGUJIAN DAN KALIBRASI SYRINGE PUMP PARAMETER FLOWRATE DAN OCCLUSION MENGGUNAKAN METODE ISO GUM DAN METODE KRAGTEN
    N Angelin, N Hadziqoh, N Lasiyah, R ferdian Surakusumah
    JURNAL MUTIARA ELEKTROMEDIK 9 (2), 104-112 , 2025
    2025
  • Enhancing Health Technology Awareness Through Medical Equipment Prototyping Workshops for Vocational Students in Rural Setting
    RF Surakusumah, R Mulyadi, R Syahputra
    ABDIMAS: Jurnal Pengabdian Masyarakat 8 (4), 1673-1686 , 2025
    2025
  • ANALISIS PENGUJIAN ARUS BOCOR PADA PASIEN MONITOR BERDASARKAN METODE STANDAR IEC 62353: 2014
    MI Akbar, RF Surakusumah, NZN Bulyamin
    JURNAL MUTIARA ELEKTROMEDIK 9 (1), 71-78 , 2025
    2025
  • Adaptive Stress Prediction with GSR, SMOTE Balancing, and Random Forest Models
    RF Surakusumah, RY Apza
    Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 9 (4), 805-813 , 2025
    2025
    Citations: 1
  • AUDIT RISIKO KALIBRASI ALAT INFUS DAN SYRINGE MELALUI FAILURE MODE AND EFFECTS ANALYSIS
    A Rahim, RF Surakusumah, NZN Bulyamin
    JURNAL MUTIARA ELEKTROMEDIK 9 (1), 79-86 , 2025
    2025
  • Pengembangan Sistem Pengukuran Tingkat Stres Menggunakan Sensor GSR dengan Perbandingan Metode PSS
    RY Apza, RF Surakusumah
    Medika Teknika: Jurnal Teknik Elektromedik Indonesia 6 (2), 92-100 , 2025
    2025
    Citations: 1
  • A Generalizable AI-Based Framework for Automated Slice Sensitivity Profile and Slice Thickness Measurement Across Multi-Phantom and Multi-Scanner CT Systems
    N Hadziqoh, N Lasiyah, RF Surakusumah, A Yunianta, NMB Kamaruddin
    Jurnal Penelitian Fisika dan Aplikasinya (JPFA) 15 (1) , 2025
    2025
  • Pengembangan Fitur Keselamatan Mekanikal Blue Light Therapy Berbasis Motor Linear Terintegrasi
    F Febrian, RF Surakusumah
    Medika Teknika: Jurnal Teknik Elektromedik Indonesia 6 (1), 31-43 , 2024
    2024
  • PEMELIHARAAN ALAT KESEHATAN PUSKESMAS REJOSARI
    N Lasiyah, N Hadziqoh, RF Surakusumah, N Angelin
    Jurnal Pengabdian Masyarakat 360 Derajat 1 (1), 24-31 , 2024
    2024
    Citations: 2
  • Optimization of Shrimp Cultivation Through Internet of Things-Based Water Quality Monitoring
    F Amillia, M Mulyono, OB Kharisma, RF Surakusumah
    International Journal of Scientific Research 4 (2), 68-72 , 2024
    2024
  • IoT-Based Environmental Health Monitoring System in Agriculture: A Case Study on Watermelon Cultivation to Support Sustainable Community Well-being
    RF Surakusumah, M Yusuf, EAK Tarif
    International Journal of Scientific Research 4 (2), 62-67 , 2024
    2024
    Citations: 2
  • STUDI REKOMENDASI PENGHAPUSAN ALAT KESEHATAN DENGAN MENGGUNAKAN METODE ANALISIS BIAYA DI RSUD ARIFIN AHMAD KOTA PEKANBARU
    MNP Kesuma, RF Surakusumah, N Putra
    Biomedical and Environmental Health Technology 1 (1), 17-23 , 2024
    2024
  • Pelatihan Inspection Preventive Maintenance (IPM) MRI
    N Lasiyah, MR Oktaviano, Y Pertiwi, N Nurhadziqoh, R Mulyadi, ...
    Abdimas Universal 4 (2), 211-217 , 2022
    2022
  • Pelatihan Inspection Preventive Maintenance (IPM) Alat Cath Lab
    Y Pertiwi, MF Rhomadhon, N Hadziqoh, N Lasiyah, R Ferdian
    Abdimas Universal 4 (1), 133-138 , 2022
    2022
    Citations: 1
  • Pelatihan penggunaan laboratorium virtual berbasis aplikasi Phet simulation di Kabupaten Kampar
    Y Pertiwi, R Ferdian
    Abdimas Universal 4 (1), 34-39 , 2022
    2022
    Citations: 16
  • Health Facilities Safety Assurance Improvement through the Establishment of a Testing and Calibration Institution in Riau Province
    RF Surakusumah, N Hadziqoh, Y Pertiwi
    ABDIMAS: Jurnal Pengabdian Masyarakat 5 (1), 2010-2019 , 2022
    2022
    Citations: 1
  • Pelatihan Penggunaan Laboratorium Virtual Berbasis Aplikasi Phet Simulation di Kabupaten Kampar. Abdimas Universal, 4 (1), 34–39
    Y Pertiwi, R Ferdian
    2022
    Citations: 3
  • Analysis Infusion Pump Calibration Results Merk Terumo Type Te-112
    Y Pertiwi, N Hadziqoh, R Mulyadi, RF Surakusumah, TY Ovtaria
    Al Insyirah International Scientific Conference on Health 3 (1), 136-145 , 2022
    2022
    Citations: 2
  • AUTOMATIC LEAKAGE CURRENT MEASUREMENT METHOD AND THRESHOLD DECISION FEATURE OF IEC 62353: 2014
    TY Ovtaria, RF Surakusumah
    Al Insyirah International Scientific Conference on Health 3 (1), 124-129 , 2022
    2022
  • PENGEMBANGAN PLATFORM ONLINE SIMULASI VIRTUAL PENGUJIAN DAN KALIBRASI VENTILATOR BERBASIS BROWSER
    TY Ovtaria, Apriliani, IR Dhona, RF Surakusumah
    Indonesian Journal of Health Development 3 (2), 245-256 , 2021
    2021
    Citations: 1

MOST CITED SCHOLAR PUBLICATIONS

  • Development of a half sphere bending soft actuator for flexible bronchoscope movement
    RF Surakusumah, DEO Dewi, E Supriyanto
    2014 IEEE International Symposium on Robotics and Manufacturing Automation … , 2014
    2014
    Citations: 18
  • Pelatihan penggunaan laboratorium virtual berbasis aplikasi Phet simulation di Kabupaten Kampar
    Y Pertiwi, R Ferdian
    Abdimas Universal 4 (1), 34-39 , 2022
    2022
    Citations: 16
  • Medical imaging technology: reviews and computational applications
    KW Lai, DEO Dewi
    Springer , 2015
    2015
    Citations: 16
  • EVALUASI KETIDAKPASTIAN PENGUKURAN DALAM KALIBRASI TERMOMETER DIGITAL MENGGUNAKAN PERSAMAAN REGRESI KALIBRASI
    I Fatwasauri, ST Erawati, M Sasono, RF Surakusumah
    Komunikasi Fisika Indonesia 18 (2), 131-136 , 2021
    2021
    Citations: 8
  • Review on image guided lung biopsy
    MQ Rizqie, NS Mohd Yusof, RF Surakusumah, DE Octorina Dewi, ...
    Medical Imaging Technology: Reviews and Computational Applications, 41-56 , 2015
    2015
    Citations: 7
  • Development of Flexible Bronchoscope Device Using Soft Actuator
    AA M. Faudzi, RF Surakusumah, DE Octorina Dewi, INA Mohd. Nordin, ...
    Medical Imaging Technology: Reviews and Computational Applications, 223-241 , 2015
    2015
    Citations: 5
  • Pelatihan Penggunaan Laboratorium Virtual Berbasis Aplikasi Phet Simulation di Kabupaten Kampar. Abdimas Universal, 4 (1), 34–39
    Y Pertiwi, R Ferdian
    2022
    Citations: 3
  • Nurse-engineer opportunities and education in the post-pandemic nursing care
    RF Surakusumah, R Yanti, I Fatwasauri
    STRADA: Jurnal Ilmiah Kesehatan 10 (1), 707-716 , 2021
    2021
    Citations: 3
  • Cervix Position Recognition by Template Method using Linear Robot Ultrasound
    RF Surakusumah, C Pahl, MA Ayob, E Supriyanto
    Advances in Robotics, Mechatronics and Circuits 18 , 2014
    2014
    Citations: 3
  • PEMELIHARAAN ALAT KESEHATAN PUSKESMAS REJOSARI
    N Lasiyah, N Hadziqoh, RF Surakusumah, N Angelin
    Jurnal Pengabdian Masyarakat 360 Derajat 1 (1), 24-31 , 2024
    2024
    Citations: 2
  • IoT-Based Environmental Health Monitoring System in Agriculture: A Case Study on Watermelon Cultivation to Support Sustainable Community Well-being
    RF Surakusumah, M Yusuf, EAK Tarif
    International Journal of Scientific Research 4 (2), 62-67 , 2024
    2024
    Citations: 2
  • Analysis Infusion Pump Calibration Results Merk Terumo Type Te-112
    Y Pertiwi, N Hadziqoh, R Mulyadi, RF Surakusumah, TY Ovtaria
    Al Insyirah International Scientific Conference on Health 3 (1), 136-145 , 2022
    2022
    Citations: 2
  • Hospital Building Safety: A Systematic Review
    I Fatwasauri, P Dewi, RF Surakusumah
    Al Insyirah International Scientific Conference on Health 2, 30-38 , 2021
    2021
    Citations: 2
  • Adaptive Stress Prediction with GSR, SMOTE Balancing, and Random Forest Models
    RF Surakusumah, RY Apza
    Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 9 (4), 805-813 , 2025
    2025
    Citations: 1
  • Pengembangan Sistem Pengukuran Tingkat Stres Menggunakan Sensor GSR dengan Perbandingan Metode PSS
    RY Apza, RF Surakusumah
    Medika Teknika: Jurnal Teknik Elektromedik Indonesia 6 (2), 92-100 , 2025
    2025
    Citations: 1
  • Pelatihan Inspection Preventive Maintenance (IPM) Alat Cath Lab
    Y Pertiwi, MF Rhomadhon, N Hadziqoh, N Lasiyah, R Ferdian
    Abdimas Universal 4 (1), 133-138 , 2022
    2022
    Citations: 1
  • Health Facilities Safety Assurance Improvement through the Establishment of a Testing and Calibration Institution in Riau Province
    RF Surakusumah, N Hadziqoh, Y Pertiwi
    ABDIMAS: Jurnal Pengabdian Masyarakat 5 (1), 2010-2019 , 2022
    2022
    Citations: 1
  • PENGEMBANGAN PLATFORM ONLINE SIMULASI VIRTUAL PENGUJIAN DAN KALIBRASI VENTILATOR BERBASIS BROWSER
    TY Ovtaria, Apriliani, IR Dhona, RF Surakusumah
    Indonesian Journal of Health Development 3 (2), 245-256 , 2021
    2021
    Citations: 1
  • Studi Awal Penggunaan Metode JIGSAW Dalam Peningkatan Pemahaman Personil Institusi Pengujian dan Kalibrasi Alat Kesehatan Terhadap SNI 17025: 2017
    Y Pertiwi, K Mahmudi, RF Surakusumah, N Hadziqoh, I Fatwasauri
    Jurnal Kalibrasi 19 (1), 23-30 , 2021
    2021
    Citations: 1
  • ANALISIS HASIL PENGUJIAN DAN KALIBRASI SYRINGE PUMP PARAMETER FLOWRATE DAN OCCLUSION MENGGUNAKAN METODE ISO GUM DAN METODE KRAGTEN
    N Angelin, N Hadziqoh, N Lasiyah, R ferdian Surakusumah
    JURNAL MUTIARA ELEKTROMEDIK 9 (2), 104-112 , 2025
    2025