Biomedical Journals | Jurnal Online

Neural Network Optimization Using Hybrid Adaptive Mutation Particle Swarm Optimization and Levenberg-Marquardt in Cases of Cardiovascular Disease

Biomedical

Abstract. Cardiovascular disease is a condition generally characterized by the narrowing or blockage of blood vessels, which can lead...

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This paper presents a method for optimizing neural network performance in the critical area of cardiovascular disease (CVD) prediction, a leading glob...

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Deonisius Germandy Cahaya Putra, Anggyi Trisnawan Putra

Optimizing Random Forest for Predicting Thoracic Surgery Success in Lung Cancer Using Recursive Feature Elimination and GridSearchCV

Biomedical

Abstract. Lung cancer is one of the deadliest forms of cancer, claiming numerous lives annually. Thoracic surgery is a strategy to man...

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This paper addresses the critical and clinically relevant problem of predicting thoracic surgery success in lung cancer patients, a procedure fraught...

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Dela Rista Damayanti, Aji Purwinarko

Application of C4.5 Algorithm Using Synthetic Minority Oversampling Technique (SMOTE) and Particle Swarm Optimization (PSO) for Diabetes Prediction

Biomedical

Abstract. Diabetes is the fourth or fifth leading cause of death in most developed countries and an epidemic in many developing countr...

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This paper addresses the critical issue of early diabetes prediction, a significant global health concern, by proposing an innovative hybrid machine l...

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Vivi Wulandari, Anggyi Trisnawan Putra

Optimization of the Convolutional Neural Network Method Using Fine-Tuning for Image Classification of Eye Disease

Biomedical

Abstract. The eye is the most important organ of the human body which functions as the sense of sight. Most people wish they had healthy ey...

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The paper presents a focused study on optimizing Convolutional Neural Network (CNN) performance for image classification of eye diseases, a highly rel...

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Anisa Meidina, Zaenal Abidin

Diagnosis of Heart Disease Using Optimized Naïve Bayes Algorithm with Particle Swarm Optimization and Gain Ratio

Biomedical

Purpose: This study aims to apply feature selection particle swarm optimization (PSO) and gain ratio to the naïve Bayes algorithm and...

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This paper presents a study focused on enhancing the diagnostic accuracy of heart disease using an optimized Naïve Bayes (NB) algorithm. The core of t...

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Fathan Arsyadani, Aji Purwinarko

Implementation of Synthetic Minority Oversampling Technique and Two-phase Mutation Grey Wolf Optimization on Early Diagnosis of Diabetes using K-Nearest Neighbors

Biomedical

Abstract. Diabetes is a disease attacking the endocrine system characterized by high blood sugar levels. International Diabetes Federa...

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The paper addresses the critically important and timely issue of early diabetes diagnosis, a disease with rapidly increasing global prevalence. Given...

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Lisa Ariyanti, Alamsyah Alamsyah

C4.5 Algorithm Optimization and Support Vector Machine by Applying Particle Swarm Optimization for Chronic Kidney Disease Diagnosis

Biomedical

Abstract. Kidneys are one of the organs of the body that have a very important function in life. The main function of the kidneys is to exc...

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This paper addresses the significant clinical challenge of chronic kidney disease (CKD) diagnosis using data mining techniques, a highly relevant and...

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Sri Wahyuni, Asri Mursawal, Ronal Kurniawan

Bioactive Potential of Marine Biota (Algae, Sponges, and Marine Bacteria) as a Source of Antimicrobial Compounds

Biomedical

Antimicrobial resistance has become one of the most serious global health threats, prompting the search for new natural sources of antibiotics. Marine...

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This review article, titled "Bioactive Potential of Marine Biota (Algae, Sponges, and Marine Bacteria) as a Source of Antimicrobial Compounds," addres...

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Halimatus Sakdyah, Egy Atthahirah Septina, Linda Ramadhanty Pramesta, Muhammad Ikhsan, Alsa Shafira , Endi Nurhayati , Hafid Algristian

Hormonal Influence on Mood Dysregulation: A Case of Bipolar Disorder with Endometriosis

Biomedical

Bipolar disorder often coexists with gynecological conditions such as endometriosis, presenting clinical challenges due to overlapping hormonal and ne...

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This compelling case report effectively highlights the significant and often overlooked interplay between hormonal therapy for gynecological condition...

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The paper, titled "PEMANFAATAN SEPEDA BEKAS SEBAGAI ALAT ANGKUT PERALATAN MEDIS BERTENAGA BATERAI DENGAN BEBAN MAKSIMUM ± 150 KG" (Utilization of Used...