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Computer Vision in Healthcare : Prediction, Detection and Diagnosis

Computer Vision in Healthcare : Prediction, Detection and Diagnosis (Hardcover)

Hong Qin, Ben Othman Soufiene, Kumar Sandeep, Prabhu Jayagopal, Saurav Mallik (엮은이)
CRC Press
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Computer Vision in Healthcare : Prediction, Detection and Diagnosis
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책 정보

· 제목 : Computer Vision in Healthcare : Prediction, Detection and Diagnosis (Hardcover) 
· 분류 : 외국도서 > 기술공학 > 기술공학 > 생체공학
· ISBN : 9781032864815
· 쪽수 : 272쪽
· 출판일 : 2026-01-21

목차

Preface. Transforming Healthcare with Computer Vision: Exploring Applications, Challenges, and Future Directions. Challenges and Future Directions in Computer Vision for Healthcare. HealthChain: Leveraging Blockchain for Scalable, Secure and Privacy-Preserving Healthcare Data Management. Fuzzy Multiset Based Decision Making Approaches and their Applications in Healthcare System. Adaptive Multi-Scale Feature Enhancement Algorithm for Improved Photoacoustic Imaging in Clinical Applications. Computer Vision-Based Pneumonia Diagnosis using Convolutional Neural Networks and Pretrained Models. Multi Modal Diagnostic Optimizer an Advanced Algorithm for Breast Cancer Detection using Thermographic Imaging. Enhancing Early Detection of Gestational-Pediatric Cardiovascular Diseases: A Novel Deep Learning-Based Approach. A Novel Artificial Intelligence Driven Adaptive Acoustic Profiling Technique for Noninvasive Cardiovascular Diagnostics. A Nonlinear SVM in Cardiovascular Diagnostics: Disentangling Myocardial Infarction with 2D Data Analysis. Revolutionizing Heart Disease Detection: Integrating Extended Whale Optimization with LSTM-Enhanced CNN For Advanced AI-Driven Diagnostics. Real-Time Prediction of Sepsis in ICU Patients with Long Short-Term Memory (LSTM) Networks. Real-Time Detection of Epileptic Seizures using a Hybrid Deep Learning Framework with Temporal CNN and BiLSTM. Development of a Real-Time Deep Learning-Based System for Automated Detection and Classification of Diabetic Retinopathy in Fundus Images. Deep Scan Imaging using Voxel Morph for High-Resolution Tissue Mapping and Quantitative Analys? for Multimodal Medical Image Analysis and Disease Classification. Hybrid Convolutional Transformer Network (HCTNet) for Real-Time 4D Medical Imaging and Enhanced Early Disease Detection. Blockchain-Based Predictive Treatment by Enhancing Secure and Reliable Telemedicine in the Metaverse. Index.

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