{"product_id":"alexander-marshall-maurice-ai-for-medical-laboratory-scientists-9781923604797","title":"AI for Medical Laboratory Scientists","description":"Transform Your Laboratory Practice with Artificial Intelligence and Machine Learning\n\u003cbr\u003e\nClinical laboratories stand at the forefront of a technological revolution. Artificial intelligence is reshaping every aspect of laboratory medicine-from automated cell classification and predictive quality control to intelligent result interpretation and clinical decision support. Yet most laboratory professionals lack the knowledge needed to understand, implement, and optimize these powerful tools.\n\u003cbr\u003e\nAI for Medical Laboratory Scientists: Artificial Intelligence and Machine Learning for Laboratory Medicine bridges this critical gap. This comprehensive textbook provides medical laboratory scientists, pathologists, laboratory directors, and medical technologists with practical, accessible guidance on AI applications across all laboratory disciplines.\n\u003cbr\u003e\nMaster AI fundamentals without programming knowledge. Learn essential concepts including machine learning, deep learning, and neural networks through laboratory-specific examples. Understand supervised versus unsupervised learning, training data requirements, algorithm validation, and performance metrics-all explained in plain language for non-programmers.\n\u003cbr\u003e\nExplore AI applications across laboratory disciplines. Discover how machine learning enhances clinical chemistry automation, digital pathology image analysis, hematology cell classification, microbiology pathogen identification, molecular diagnostics interpretation, and laboratory informatics optimization. Each chapter provides detailed case studies demonstrating real-world implementations.\n\u003cbr\u003e\nImplement AI successfully in your laboratory. Follow step-by-step guidance covering readiness assessment, vendor evaluation, workflow integration, staff training, regulatory compliance (FDA, CLIA, CAP), validation protocols, and ongoing performance monitoring. Learn from detailed case studies highlighting both successes and failures.\n\u003cbr\u003e\nNavigate ethical and regulatory requirements. Understand FDA frameworks for AI medical devices, CLIA validation requirements, CAP accreditation standards, bias detection strategies, patient privacy considerations, and liability issues. Address algorithmic fairness and health equity concerns proactively.\n\u003cbr\u003e\nPrepare for laboratory medicine's AI-enabled future. Explore emerging technologies including quantum computing, edge AI, and federated learning. Understand changing roles for laboratory professionals and identify career opportunities in AI-enabled laboratories.\n\u003cbr\u003e\nWhat You'll Learn:\n\u003cbr\u003e\nAI and machine learning fundamentals explained for laboratory professionals\n\u003cbr\u003e\nAutomated result validation and intelligent delta check optimization\n\u003cbr\u003e\nDigital pathology with computer vision and convolutional neural networks\n\u003cbr\u003e\nMachine learning applications in hematology, microbiology, and molecular diagnostics\n\u003cbr\u003e\nLaboratory informatics, data analytics, and clinical decision support systems\n\u003cbr\u003e\nReal-time quality control and predictive maintenance strategies\n\u003cbr\u003e\nImplementation planning, vendor selection, and change management\n\u003cbr\u003e\nValidation methodologies, performance metrics, and bias detection\n\u003cbr\u003e\nRegulatory compliance including FDA, CLIA, and CAP requirements\n\u003cbr\u003e\nPractical project examples with step-by-step implementation guides\n\u003cbr\u003e\nWho This Book Is For:\n\u003cbr\u003e\nMedical laboratory scientists seeking AI literacy for career advancement. Laboratory directors evaluating AI implementations. Medical technologists updating technical skills. Pathologists integrating digital pathology systems. MLS\/MLT students preparing for AI-integrated practice. Laboratory managers optimizing workflows with machine learning. Clinical laboratory educators developing AI curriculum.","brand":"Jstone Publishing","offers":[{"title":"Default Title","offer_id":53759872205142,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/alexander-marshall-maurice-ai-for-medical-laboratory-scientists-9781923604797","provider":"momoxbooks","version":"1.0","type":"link"}