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检索条件"机构=The Graduate Program of Data Science"
601 条 记 录,以下是1-10 订阅
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A Study on Optimization and Augmentation Techniques for Improving the Performance of CADx System for Cat Skin Disease
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Transactions of the Korean Institute of Electrical Engineers 2025年 第1期74卷 135-141页
作者: Won, Hyeong-Sik Park, Jae-Beom Cho, Hyun-Chong Dept. of Electronics Engineering Interdisciplinary Graduate Program for BIT Medical Convergence Dept. of Data Science Kangwon National University Korea Republic of Dept. of Interdisciplinary Graduate Program for BIT Medical Convergence Kangwon National University Korea Republic of
In modern society, the number of households raising pets is increasing. As pet ownership increases, the cost of treating companion cats is also rising, with a significant portion of these costs going toward the treatm... 详细信息
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Development of a Deep Learning-Based System for Cat Skin Disease Classification and Grad-CAM Visualization
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Transactions of the Korean Institute of Electrical Engineers 2025年 第2期74卷 339-344页
作者: Won, Hyeong-Sik Cho, Hyun-Chong Dept. of Interdisciplinary Graduate Program for BIT Medical Convergence Kangwon National University Korea Republic of Dept. of Electronics Engineering and Interdisciplinary Graduate Program for BIT Medical Convergence Dept. of Data Science Kangwon National University Korea Republic of
Skin diseases in companion cats can worsen if not treated promptly, and this can increase the financial burden on pet owners. To prevent this, early and accurate diagnosis is essential. This study introduces a deep le... 详细信息
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Development of a Deep Learning-Based Model for Canine Skin Disease Diagnosis Using RandAugment and Patterned-GridMask
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Transactions of the Korean Institute of Electrical Engineers 2025年 第1期74卷 142-148页
作者: Kim, Min-Jun Park, Jae-Beom Cho, Hyun-Chong Dept. of Electronics Engineering Interdisciplinary Graduate Program for BIT Medical Convergence Dept. of Data Science Kangwon National University Korea Republic of Dept. of Interdisciplinary Graduate Program for BIT Medical Convergence Kangwon National University Korea Republic of
In contemporary society, pets are increasingly regarded as integral family members, contributing significantly to human quality of life. The growing prevalence of dog ownership has concurrently escalated the economic ... 详细信息
来源: 评论
Variational quantum neural network with optimized ansatz for predicting malignant ventricular arrhythmias  9th
Variational quantum neural network with optimized ansatz for...
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9th International Conference on Computer science and Computational Intelligence, ICCSCI 2024
作者: Dominic, Nicholas Pardamean, Bens Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program Computer Science Program Bina Nusantara University Jakarta11480 Indonesia
Preventive strategies should be the utmost priority when dealing with diverse patients suffering from malignant ventricular arrhythmia (MVA) that can lead to sudden cardiac death (SCD). Electrocardiogram (ECG) data is... 详细信息
来源: 评论
Determining environmental indicators related to the propagation of contagious diseases and health issues: A Systematic Literature Review  18
Determining environmental indicators related to the propagat...
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18th Iberian Conference on Information Systems and Technologies, CISTI 2023
作者: Portillo, Janeth Dominguez Peralta, Laura M. Rodriguez Sampaio, Paulo N. M. Nunes, Eldman De Oliveira Faculty of Information Technologies and Data Science Mexico Graduate Program in Computing and Systems Bahia Salvador Brazil
The environmental indicators provide significant information in order to describe the state of a phenomenon, environment or area [1]. This paper addresses the indicators present in the air and their relationship in th... 详细信息
来源: 评论
A Hybrid CNN-SVM Approach for Malaria in Blood Cell Detection  2
A Hybrid CNN-SVM Approach for Malaria in Blood Cell Detectio...
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2nd International Conference on Software Engineering and Information Technology, ICoSEIT 2024
作者: Karnyoto, Andrea Stevens Isnan, Mahmud Pardamean, Bens Bina Nusantara University Bioinformatics and Data Science Research Center Jakarta Indonesia Bina Nusantara University Binus Graduate Program - Master of Computer Science Computer Science Department Jakarta Indonesia
There is still a severe malaria problem worldwide, particularly in regions with limited access to diagnostic tools. It is crucial to develop a system for detecting malaria in blood cells. This paper presents a hybrid ... 详细信息
来源: 评论
Implementation of Fine-Tuned BERT for Enzyme Classification Based on Gene Ontology  11
Implementation of Fine-Tuned BERT for Enzyme Classification ...
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11th International Conference on Advanced Informatics: Concept, Theory and Application, ICAICTA 2024
作者: Henry, Matthew Martianus Kenneth, Christian Pardamean, Bens Bina Nusantara University Bioinformatics and Data Science Research Center Jakarta Indonesia Bina Nusantara University BINUS Graduate Program - Master of Computer Science Computer Science Department Jakarta Indonesia
Enzymes are biocatalysts with vital roles in biological functions and many industrial applications. Diverse enzymes are classified using Enzyme Commission (EC) nomenclature, making differentiation challenging. On the ... 详细信息
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Semi-automated meningioma segmentation with bounding boxes  9th
Semi-automated meningioma segmentation with bounding boxes
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9th International Conference on Computer science and Computational Intelligence, ICCSCI 2024
作者: Heryanto, Nur Adhianti Isnan, Mahmud Henry, Matthew Martianus Pardamean, Bens Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program Bina Nusantara University Jakarta11480 Indonesia
Segmentation is manually performed by physicians, which takes considerable time and may be subject to observers. Automating this task can increase efficiency and consistency. Existing studies on meningioma segmentatio... 详细信息
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Systematic Literature Review on Metaheuristic Algorithms in SNP Analysis for Diseases  6
Systematic Literature Review on Metaheuristic Algorithms in ...
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6th International Conference on Cybernetics and Intelligent System, ICORIS 2024
作者: Sulistyawan, Jason Sebastian Nugroho, Kuncahyo Setyo Pardamean, Bens Computer Science Department BINUS Graduate Program Bina Nusantara University Jakarta11480 Indonesia Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia
Single-nucleotide polymorphism (SNP) analysis has become a pivotal strategy for drug discovery within bioinformatics, especially for incurable diseases like cancer. With the increasing number of researchers starting t... 详细信息
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Exploring EfficientNet Variants for Image Encoding in Auxiliary Signal Guided Knowledge Encoder-Decoder Framework  9th
Exploring EfficientNet Variants for Image Encoding in Auxili...
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9th International Conference on Computer science and Computational Intelligence, ICCSCI 2024
作者: Henry, Matthew Martianus Heryanto, Nur Adhianti Pardamean, Bens Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta11480 Indonesia Computer Science Department BINUS Graduate Program Bina Nusantara University Jakarta11480 Indonesia
The growing number of medical images has led to radiologist burnout, which seriously impacts the radiologist's performance. To address the previously mentioned issue, an Auxiliary Signal Guided Knowledge (ASGK) mu... 详细信息
来源: 评论