Swarm Optimization for Biomedical Applications
portes grátis
Swarm Optimization for Biomedical Applications
Zhao, Zhongming; Mathivanan, Sandeep Kumar; Mallik, Saurav; Jayagopal, Prabhu; Jana, Nanda Dulal; Si, Tapas
Taylor & Francis Ltd
02/2025
302
Dura
9781032697338
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Preface. Introduction. 1. A Swarm Intelligence Optimization for Lung Cancer Detection from RNA-Seq Gene Expression Data Using Convolutional Neural Networks. 2. A Comprehensive Review on Optimization Algorithms and Applications for Medical Imaging Data. 3. A Comprehensive Analysis of Auto Carrier Loading and Cargo Space Optimization for a Specific Type of Container Using GA. 4. Classification of Heart Disease by Using Particle Swarm Optimization for Hyperparameter Tuning of Machine Learning Models. 5. Mathematical Model for Swarm Optimization in Multimodal Biomedical Images. 6. Swarm Intelligence in Lung Cancer Detection and IoT-Enabled Data Transmission: A Technological Approach. 7. Radiant Insights: Unveiling the Future of Cancer Diagnosis through DOTA-NOC and PET-CT Algorithmic Synergy. 8. Swarm-Optimized Pancreatic Precision: Comprehensive Early Detection through Endoscopic Ultrasound Data Analysis. 9. An Overview of Optimization Techniques for Pre-processing of RNA-seq Data. 10. Improved GA based Clustering with a New Selection Method for Categorical Dental Data. 11. DeepExuDetectNet: Diabetic Retinopathy Diagnosis: Blood Vessel Segmentation and Exudates Disease Detection in Fundus Images. 12. Analysis of Human Emotions with Bio-signals (EEG) using Deep CNN. 13. Supervised GAN (SGAN): Method and Application on Labelled Genomic/Epigenomic Data. 14. A Lightweight Attention-based Convolutional Neural Network for Classification of 3D Biomedical Images. 15. Predictive Security Architecture for Securing Medical Images in Cloud Based IoT. Index.
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* Swarm Intelligence Algorithms * Particle Swarm Optimization * Ant Colony Optimization * Artificial Bee Colony Optimization * Bacterial Foraging * Artificial Immune System * Glowworm Swarm Optimization * Medical Image Analysis * Optimization techniques f
Preface. Introduction. 1. A Swarm Intelligence Optimization for Lung Cancer Detection from RNA-Seq Gene Expression Data Using Convolutional Neural Networks. 2. A Comprehensive Review on Optimization Algorithms and Applications for Medical Imaging Data. 3. A Comprehensive Analysis of Auto Carrier Loading and Cargo Space Optimization for a Specific Type of Container Using GA. 4. Classification of Heart Disease by Using Particle Swarm Optimization for Hyperparameter Tuning of Machine Learning Models. 5. Mathematical Model for Swarm Optimization in Multimodal Biomedical Images. 6. Swarm Intelligence in Lung Cancer Detection and IoT-Enabled Data Transmission: A Technological Approach. 7. Radiant Insights: Unveiling the Future of Cancer Diagnosis through DOTA-NOC and PET-CT Algorithmic Synergy. 8. Swarm-Optimized Pancreatic Precision: Comprehensive Early Detection through Endoscopic Ultrasound Data Analysis. 9. An Overview of Optimization Techniques for Pre-processing of RNA-seq Data. 10. Improved GA based Clustering with a New Selection Method for Categorical Dental Data. 11. DeepExuDetectNet: Diabetic Retinopathy Diagnosis: Blood Vessel Segmentation and Exudates Disease Detection in Fundus Images. 12. Analysis of Human Emotions with Bio-signals (EEG) using Deep CNN. 13. Supervised GAN (SGAN): Method and Application on Labelled Genomic/Epigenomic Data. 14. A Lightweight Attention-based Convolutional Neural Network for Classification of 3D Biomedical Images. 15. Predictive Security Architecture for Securing Medical Images in Cloud Based IoT. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
