Vol 6 No 2 (2024): April | Journal of Electronics, Electromedical Engineering, and Medical Informatics

microcontroller, electronics, medical informatics, biomedical engineering

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DOI: https://doi.org/10.35882/jeeemi.v6i2

Published: 2024-02-27

Research Paper

Predicting the Need for Cardiovascular Surgery: A Comparative Study of Machine Learning Models

Arman Ghavidel, Pilar Pazos, Rolando Del Aguila Suarez, Alireza Atashi

92-106
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DOI : https://doi.org/10.35882/jeeemi.v6i2.359 Abstract View: 510, pdf Download: 384
An Approach to ECG-based Gender Recognition Using Random Forest Algorithm

Nuuruddin Hamid Arif, Mohammad Reza Faisal, Andi Farmadi, Dodon Nugrahadi, Friska Abadi, Umar Ali Ahmad

107-115
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DOI : https://doi.org/10.35882/jeeemi.v6i2.363 Abstract View: 600, pdf Download: 495
Comparison of CatBoost and Random Forest Methods for Lung Cancer Classification using Hyperparameter Tuning Bayesian Optimization-based

Yra Fatria Zamzam, Triando Hamonangan Saragih, Rudy Herteno, Muliadi, Dodon Turianto Nugrahadi, Phuoc-Hai Huynh

125-136
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DOI : https://doi.org/10.35882/jeeemi.v6i2.382 Abstract View: 429, pdf Download: 460
Implementation of C5.0 Algorithm using Chi-Square Feature Selection for Early Detection of Hepatitis C Disease

Mahmud MAHMUD, Irwan BUDİMAN, Fatma INDRİANİ, Dwi KARTİNİ, Mohammad Reza FAİSAL, Hasri Akbar Awal ROZAQ, Oktay YILDIZ, Wahyu Caesarendra

116-124
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DOI : https://doi.org/10.35882/jeeemi.v6i2.384 Abstract View: 534, pdf Download: 318
Comparative Study of Various Hyperparameter Tuning on Random Forest Classification With SMOTE and Feature Selection Using Genetic Algorithm in Software Defect Prediction

Mulia Kevin Suryadi, Rudy Herteno, Setyo Wahyu Saputro, Mohammad Reza Faisal, Radityo Adi Nugroho

137-147
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DOI : https://doi.org/10.35882/jeeemi.v6i2.375 Abstract View: 517, pdf Download: 456
Sentiment Analysis of TikTok Shop Closure in Indonesia on Twitter Using Supervised Machine Learning

Noor Zalekha Al Habesyah, Rudy Herteno, Fatma Indriani, Irwan Budiman, Dwi Kartini

148-156
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DOI : https://doi.org/10.35882/jeeemi.v6i2.381 Abstract View: 402, pdf Download: 325
Optimizing Software Defect Prediction Models: Integrating Hybrid Grey Wolf and Particle Swarm Optimization for Enhanced Feature Selection with Popular Gradient Boosting Algorithm

Angga Maulana Akbar, Rudy Herteno, Setyo Wahyu Saputro, Mohammad Reza Faisal, Radityo Adi Nugroho

169-181
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DOI : https://doi.org/10.35882/jeeemi.v6i2.388 Abstract View: 342, pdf Download: 286
Improved Maximum Power Point Tracking Control for D-PMSG Systems: Fuzzy Gradient Step Approach

Muhammad Qasim Nawaz, Wei Jiang, Muhammad Usman, Aimal Khan

157-168
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DOI : https://doi.org/10.35882/jeeemi.v6i2.385 Abstract View: 172, pdf Download: 146
Insights into Nerve Signal Propagation: The Effect of Extracellular Space in Governing Neuronal Signal for healthy and injured Nerve Fiber using Modified Cable Model

Biswajit Das, Satyabrat Malla Bujar Baruah, Sneha Singh, Soumik Roy

206-218
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DOI : https://doi.org/10.35882/jeeemi.v6i2.394 Abstract View: 224, pdf Download: 80
Impact of a Synthetic Data Vault for Imbalanced Class in Cross-Project Defect Prediction

Putri Nabella, Rudy Herteno, Setyo Wahyu Saputro, Mohammad Reza Faisal, Friska Abadi

219-230
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DOI : https://doi.org/10.35882/jeeemi.v6i2.409 Abstract View: 412, pdf Download: 178
QCML: Qualified Contrastive Machine Learning methodology for infectious disease diagnosis in CT images

G.Naga Chandrika, J. Karpagam, Titus Richard, Finney Daniel Shadrach, T Triwiyanto

195-205
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DOI : https://doi.org/10.35882/jeeemi.v6i2.391 Abstract View: 217, pdf Download: 115

Review Papers

Internet of Medical Things and the Evolution of Healthcare 4.0: Exploring Recent Trends

Manishka Mukhopadhyay, Subhrajyoti Banerjee, Chitrangada Das Mukhopadhyay

182-195
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DOI : https://doi.org/10.35882/jeeemi.v6i2.402 Abstract View: 272, pdf Download: 132