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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Artificial intelligent techniques applied for detection COVID-19 based on chest medical imaging
One of the ways to detect coronavirus disease of 2019 (COVID-19) is X-rays, computerized tomography (CT). This paper aims to detect
COVID-19 from CT images without any user intervention. The proposed
algorithm consists of 5 stages. These stages…
COVID-19 from CT images without any user intervention. The proposed
algorithm consists of 5 stages. These stages…
Jurnal Internasional Medical Journal of Indonesia FKUI Vol. 32 No. 2 2023
Accuracy of machine learning models using ultrasound images in prostate cancer diagnosis: a systematic review (Clinical Research)
BACKGROUND In prostate cancer (PCa) diagnosis, many developed machine learning (ML) models using ultrasound images show good accuracy. This study aimed to analyze the accuracy of neural network ML models in PCa diagnosis using ultrasound images.…
TELKOMNIKA Telecommunication Computing Electronics and Control
Big data cloud-based recommendation system using NLP techniques with machine and deep learning
Recommendation systems (RS) are crucial for social networking sites.
Without it, finding precise products is harder. However, existing systems
lack adequate efficiency, especially with big data. This paper presents a
prototype cloud-based…
Without it, finding precise products is harder. However, existing systems
lack adequate efficiency, especially with big data. This paper presents a
prototype cloud-based…
TELKOMNIKA Telecommunication Computing Electronics and Control
Design AI platform using fuzzy logic technique to diagnose kidney diseases
Artificial intelligence (AI) is an advanced scientific technology that can
provide strong ability to assist in analysis and diagnosis of almost every type
of data, therefore; AI widely used in medical fields, which is applied in the
diagnosis and…
provide strong ability to assist in analysis and diagnosis of almost every type
of data, therefore; AI widely used in medical fields, which is applied in the
diagnosis and…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Malicious vehicle detection based on beta reputation and trust management for secure communication in smart automotive cars network
High reliance on wireless network connectivity makes the vehicular ad hoc
network (VANET) vulnerable to several kinds of cyber security threats.
Malicious vehicles accessing the network can lead to hazardous situation by
disseminating misleading…
network (VANET) vulnerable to several kinds of cyber security threats.
Malicious vehicles accessing the network can lead to hazardous situation by
disseminating misleading…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A machine learning approach for the recognition of melanoma skin cancer on macroscopic images
In the last years, computer vision systems for the detection of skin cancer have been
proposed, especially using machine learning techniques for the classification of the
disease and features based on the ABCD dermatology criterion, which gives…
proposed, especially using machine learning techniques for the classification of the
disease and features based on the ABCD dermatology criterion, which gives…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A Survey on the applications of IoT: an investigation into existing environments, present challenges and future opportunities
In today’s digital environment, devices are able to interconnect and react to contextual data more than ever before: artificial intelligence is beginning to coordinate how data collected from sensors and de-vices within the network is analysed, and…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Design of optimal search engine using text summarization through artificial intelligence techniques
Natural language processing is the trending topic in the latest research areas, which allows the developers to create the human-computer interactions to come into existence. The natural language processing is an integration of artificial…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 3 2021
Machine-Learning Classifiers for Malware Detection Using Data Features
Abstract. The spread of ransomware has risen exponentially over the past decade, causing huge financial damage to multiple organizations. Various anti-ransomware firms have suggested methods for preventing malware threats. The growing pace, scale and…
Medical Journal of Indonesia Vol. 31 No. 2 2022 FKUI
Review Article A Review of Pathobiological Mechanisms and Potential Application of Medicinal Plants for Vascular Aging: Focus on Endothelial Cell Senescence
Endothelial cell (EC) senescence plays a pivotal role in aging and is essential for the
pathomechanism of aging-related diseases. Drugs targeting cellular senescence, such
as senolytic or senomorphic drugs, may prevent aging and age-related…
pathomechanism of aging-related diseases. Drugs targeting cellular senescence, such
as senolytic or senomorphic drugs, may prevent aging and age-related…