Vol 6 No 4 (2024): October | Journal of Electronics, Electromedical Engineering, and Medical Informatics

The author's countries are Indonesia, India, Bangladesh, Vietnam, and Japan.

DOI: https://doi.org/10.35882/jeeemi.v6i4

Published: 2024-08-02

Research Paper

Classification of Lung Disease in X-Ray Images Using Gray Level Co-Occurrence Matrix Method and Convolutional Neural Network

Ica Nurcahyati, Triando Hamonangan Saragih, Andi Farmadi, Dwi Kartini, Muliadi Muliadi

332-342
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.457 Abstract View: 447, pdf Download: 443
Application Of SMOTE To Address Class Imbalance In Diabetes Disease Classification Utilizing C5.0, Random Forest, And SVM

M. Khairul Rezki, Muhammad Itqan Mazdadi, Fatma Indriani, Muliadi Muliadi, Triando Hamonangan Saragih, Vijay Annant Athavale

343-354
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.434 Abstract View: 302, pdf Download: 248
Implementation of Extreme Learning Machine Method with Particle Swarm Optimization to Classify of Chronic Kidney Disease

Muhammad Mursyidan Amini, Muhammad Itqan Mazdadi, Muliadi Muliadi, Mohammad Reza Faisal, Triando Hamonangan Saragih

499-508
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.561 Abstract View: 189, pdf Download: 154
Dental Caries Segmentation using Deformable Dense Residual Half U-Net for Teledentistry System

Zendi Iklima, Trie Maya Kadarina, Rinto Priambodo, Riandini Riandini, Rika Novita Wardhani, Sulis Setiowati

489-498
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.511 Abstract View: 170, pdf Download: 93
Comparative Analysis of Hepatitis C virus Genotype 1a (Isolate 1) using Multiple Regression Algorithms and Fingerprinting Techniques

Daffa Nur Fiat, Syifabela Suratinoyo, Indri Claudia Kolang, Injilia Tirza Ticoalu, Nadira Tri Ardianti Purnomo, Reza Michelly Cantika Mawara, Daniel Febrian Sengkey, Angelina Stevany Regina Masengi, Alwin Melkie Sambul

478-488
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.506 Abstract View: 521, pdf Download: 111
Deep learning Methods for ECG-Based Heart Disease Detection

Akhmad Irsyad, Putut Pamilih widagdo, Putut Pamilih widagdo, Reza Wardhana

467-477
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.498 Abstract View: 156, pdf Download: 93
A Framework for Prediction of Type II Diabetes through Ensemble Stacking Model

Rohini Patil, Anant Patil, Surekha Janrao, Sandip Bankar, Kamal Shah

459-466
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.497 Abstract View: 198, pdf Download: 111
Unlocking Early Detection and Intervention Potential: Analyzing Visual Evoked Potentials (VEPs) in Adolescents/Teenagers with Narcotics Abuse Tendencies from the TelUnisba Neuropsychology EEG Dataset (TUNDA)

Inung Wijayanto, Tobias Mikha Sulistyo, Yohanes Juan Nur Pratama, Ayu Sekar Safitri, Thalita Dewi Rahmaniar, Sofia Sa’idah, Sugondo Hadiyoso, Raiyan Adi Wibowo, Rima Ananda Kurnia Ismanto, Athaliqa Ananda Putri, Andhita Nurul Khasanah, Faizza Haya Diliana, Salwa Azzahra, Melsan Gadama, Ayu Tuty Utami

445-458
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.476 Abstract View: 189, pdf Download: 104
The Comparison of Extreme Machine Learning and Hidden Markov Model Algorithm in Predicting The Recurrence Of Differentiated Thyroid Cancer Using SMOTE

Nor Aida, Triando Hamonangan Saragih, Dwi Kartini, Radityo Adi Nugroho, Dodon Turianto Nugrahadi

429-444
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.467 Abstract View: 152, pdf Download: 82
Optimization of Backward Elimination for Software Defect Prediction with Correlation Coefficient Filter Method

Muhammad Noor, Radityo Adi Nugroho, Setyo Wahyu Saputro, Rudy Herteno, Friska Abadi

397-404
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.466 Abstract View: 142, pdf Download: 98
1D and 2D Feature Extraction Based on AAC and DC Protein Descriptors for Classification of Acetylation in Lysine Proteins using Convolutional Neural Network

Mohammad Reza Faisal, Laila Adawiyah, Triando Hamonangan Saragih, Dwi kartini, Rudy Herteno, Favorisen Rosyking Lumbanraja, Lilies Handayani, Siti Aisyah Solechah

405-414
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.458 Abstract View: 140, pdf Download: 84
A Circular Ring Patch Antenna for Breast Cancer Detection Based on Return Loss and VSWR

Md. Firoz Ahmed, M. Hasnat Kabir

397-404
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.456 Abstract View: 167, pdf Download: 145
Expert System for Pregnancy Risk Diagnosis Using Decision Tree and Dempster-Shafer Method

Wiharto, Setia Mukti Azizah, Brilyan Hendrasuryawan

382-396
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i3.448 Abstract View: 238, pdf Download: 119
Bi-directional Long Short-Term Memory with Bird Mating Optimizer based Spectrum Sensing Technique for Cognitive Radio Networks

Saraswathi M, Logashanmugam E

370-381
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.441 Abstract View: 107, pdf Download: 66
Baby Cry Sound Detection: A Comparison of Mel Spectrogram Image on Convolutional Neural Network Models

Ridha Fahmi Junaidi, Mohammad Reza Faisal, Andi Farmadi, Rudy Herteno, Dodon Turianto Nugrahadi, Luu Duc Ngo, Bahriddin Abapihi

355-369
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.465 Abstract View: 268, pdf Download: 181
Early Detection Of Canine Babesia From Red Blood Cell Images Using Deep Ensemble Learning

Dilip Kumar Baruah, Kuntala Boruah

509-523
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.484 Abstract View: 139, pdf Download: 105
A Specific Marker Approach to Improve Object Recognition in Bullet Launchers with Computer Vision

Umar Ali Ahmad, Wildan Panji Tresna, Iyon Titok Sugiarto, Mera Kartika Delimayanti, Fahmi Charish Mustofa, Mohammad Reza Faisal, Reza Rendian Septiawan

524-532
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.460 Abstract View: 128, pdf Download: 96
Cybersentinel: The Cyberbullying Detection Application Based on Machine Learning and VADER Lexicon with GridSearchCV Optimization

Siti Ernawati, Frieyadie Frieyadie, Eka Rini Yulia

533-542
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.580 Abstract View: 133, pdf Download: 114
Implementation of Ensemble Machine Learning with Voting Classifier for Reliable Tuberculosis Detection Using Chest X-ray Images with Imbalance Dataset

Muhammad I Jauhari, Muhammad P. Wirakusuma, Anka Sidqi, I Gusti Ngurah R. A. Putra, Inung Wijayanto, Achmad Rizal, Sugondo Hadiyoso

543-548
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.472 Abstract View: 231, pdf Download: 39
Deep Learning based classification of ECG signals using RNN and LSTM Mechanism

Satheeswaran V, G.Naga Chandrika, Ankita Mitra, Rini Chowdhury, Prashant Kumar, Glory E

332-342
- pdf
DOI : https://doi.org/10.35882/jeeemi.v6i4.496 Abstract View: 238, pdf Download: 100