Sign-In
Cart
AI for Medical Laboratory Scientists: Artificial Intelligence and Machine Learning for Laboratory Medicine
Paperback
Medical ReferenceGeneral ComputersGeneral Science
ISBN13: 9781923604797
Publisher: Jstone Publishing
Published: Oct 1 2025
Pages: 232
Weight: 0.70
Height: 0.49 Width: 6.00 Depth: 9.00
Language: English
Transform Your Laboratory Practice with Artificial Intelligence and Machine Learning
Clinical 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.
AI 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.
Master 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.
Explore 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.
Implement 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.
Navigate 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.
Prepare 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.
What You'll Learn:
AI and machine learning fundamentals explained for laboratory professionals
Automated result validation and intelligent delta check optimization
Digital pathology with computer vision and convolutional neural networks
Machine learning applications in hematology, microbiology, and molecular diagnostics
Laboratory informatics, data analytics, and clinical decision support systems
Real-time quality control and predictive maintenance strategies
Implementation planning, vendor selection, and change management
Validation methodologies, performance metrics, and bias detection
Regulatory compliance including FDA, CLIA, and CAP requirements
Practical project examples with step-by-step implementation guides
Who This Book Is For:
Medical 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.
Also in
Medical Reference
The Spirit Catches You and You Fall Down: A Hmong Child, Her American Doctors, and the Collision of Two Cultures
Fadiman, Anne
Paperback
7 Reasons to Believe in the Afterlife: A Doctor Reviews the Case for Consciousness After Death
Charbonier, Jean Jacques
Paperback
The Immune Mystery: A Doctor's Impassioned Quest to Solve the Puzzle of Autoimmune Disease
Jelstad, Jørgen
Dr Kåss, Anita
Hardcover
Holistic Reflexology: Essential Oils and Crystal Massage in Reflex Zone Therapy
Kliegel, Ewald
Paperback
Being Well (Even When You're Sick): Mindfulness Practices for People with Cancer and Other Serious Illnesses
Rosenbaum, Elana
Paperback
The Body Keeps the Score: Brain, Mind, and Body in the Healing of Trauma
Van Der Kolk, Bessel
Paperback
Working The Roots: Over 400 Years of Traditional African American Healing
Lee, Michele Elizabeth
Paperback
The Hunger Code: Resetting Your Body's Fat Thermostat in the Age of Ultra-Processed Food
Fung, Jason
Hardcover
Integrating a Palliative Approach Workbook 2nd Edition, Revised: Essentials For Personal Support workers
Murray, Katherine
Paperback
All Creatures Great and Small: The Warm and Joyful Memoirs of the World's Most Beloved Animal Doctor
Herriot, James
Paperback
Unlearn Your Pain: The Science of Recovering from Chronic Pain, Fatigue, Anxiety, and Depression
Schubiner, Howard, MD
Hardcover
THE DYSAUTONOMIA PROJECT Second Edition
Thompson, Charles R.
Freeman, Kelly
Goldstein, David S.
Paperback
Cialis & Men's Sexual Health: Understanding Tadalafil and Erectile Dysfunction
Stilton, John P.
Paperback
Food Is Medicine: Healing Our Bodies, Nourishing Our Minds, and Transforming Our Food System
Mozaffarian, Dariush
Hardcover
Jesus & Your Mental Health: Linking God's Word and Modern Science to Find Peace about Mental Health
Maxwell Lmft, Rebecca
Paperback
You've Been Pooping All Wrong: How to Make Your Bowel Movements a Joy
Pasricha, Trisha, MD MPH
Hardcover
Anatomy Coloring Book with 450+ Realistic Medical Illustrations with Quizzes for Each
McCann, Stephanie
Wise, Eric
Paperback
How to Forage for Mushrooms Without Dying: An Absolute Beginner's Guide to Identifying 29 Wild, Edible Mushrooms
Hyman, Frank
Paperback
The 36-Hour Day: A Family Guide to Caring for People with Alzheimer Disease, Other Dementias, and Memory Loss
Rabins, Peter V.
Mace, Nancy L.
Paperback
The Mindful Self-Compassion Workbook: A Proven Way to Accept Yourself, Build Inner Strength, and Thrive
Neff, Kristin
Germer, Christopher
Paperback
The Invincible Brain: The Clinically Proven Plan to Age-Proof Your Brain and Stay Sharp for Life
Fotuhi, Majid
Hardcover
Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, Text Revision (Dsm-5-Tr(r))
American Psychiatric Association
Paperback
Period Repair Manual: Natural Treatment for Better Hormones and Better Periods
Briden Nd, Lara
Paperback
The Breast Advice: All You Need to Know about Breast Health, Screening, and Treatment
Port, Elisa
Hardcover
Living Life to the Fullest with Ehlers-Danlos Syndrome: Guide to Living a Better Quality of Life While Having EDS
Muldowney Pt, Kevin
Muldowney Pt, Kathleen
Hardcover
Mayo Clinic Guide to a Healthy, Happy Heart: Simple Steps to Achieving Long-Term Cardiovascular Health
Lerman, Amir
Lara-Breitinger, Kyla M.
Lopez-Jimenez, Francisco
Hardcover
Taking Charge of Adult ADHD: Proven Strategies to Succeed at Work, at Home, and in Relationships
Barkley, Russell A.
Paperback
Think Less, Sleep More: From Panic & Perfectionism to Stress-Free Sleep
Romiszewski, Stephanie
Hardcover
Plant Powered Plus: Activate the Power of Your Gut to Tame Inflammation and Reclaim Your Health
Bulsiewicz, Will
Hardcover
The Ultimate Survival Medicine Guide: Emergency Preparedness for Any Disaster
Alton, Amy
Alton, Joseph
Paperback
Trauma and Recovery: The Aftermath of Violence---From Domestic Abuse to Political Terror
Herman, Judith Lewis
Paperback
El Cuerpo Lleva La Cuenta: Cerebro, Mente Y Cuerpo En La Superación del Trauma / The Body Keeps the Score
Van Der Kolk, Bessel
Paperback
Nolo's Guide to Social Security Disability: Getting & Keeping Your Benefits
Morton III, David A.
Paperback
The New Menopause: Navigating Your Path Through Hormonal Change with Purpose, Power, and Facts
Haver, Mary Claire
Hardcover
No One's Coming: The Rogue Heroes Our Government Turns to When There's Nowhere Else to Turn
Hazzard, Kevin
Hardcover
Other Minds: The Octopus, the Sea, and the Deep Origins of Consciousness
Godfrey-Smith, Peter
Paperback
Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, Text Revision (Dsm-5-Tr(r))
American Psychiatric Association
Hardcover
Cancer Is a Parasite: Kill It with the Safe, Over-The-Counter Antiparasitic Fenbendazole
Supple, William F., Jr.
Hardcover
Spiritual Portraits of the Energy Release Points: A Compendium of Acupuncture Point Messages Found Within the 12 Meridians and 8 Extraordinary Vessels
Gervais, Michele Marie
Paperback
Medicare 101: From Your Initial Enrollment Period to Parts A, B, C, and D, an Essential Primer on the Government Healthcare Program
Lankford, Kimberly
Hardcover
The Great Shadow: A History of How Sickness Shapes What We Do, Think, Believe, and Buy
Bauer, Susan Wise
Hardcover
Why We Get Sick: The Hidden Epidemic at the Root of Most Chronic Disease--And How to Fight It
Bikman, Benjamin
Paperback
Desk Reference to the Diagnostic Criteria from Dsm-5-Tr(r)
American Psychiatric Association
Paperback
The Boy Who Was Raised as a Dog: And Other Stories from a Child Psychiatrist's Notebook--What Traumatized Children Can Teach Us about Loss, Love, and
Perry, Bruce D.
Szalavitz, Maia
Paperback
This Book May Cause Side Effects: The Curious and Dangerous Power of the Nocebo Effect, Placebo's Evil Twin
Pilcher, Helen
Hardcover
What Happened to You?: Conversations on Trauma, Resilience, and Healing
Perry, Bruce D., M. D. PH. D.
Winfrey, Oprah
Hardcover
Stay Off My Kitchen Table: A Heart Surgeon's 4-Week Elimination Diet for Gut Repair, Metabolic Health, and Longevity
Ovadia, Philip
Lisec, Joshua
Paperback
God's Hotel: A Doctor, a Hospital, and a Pilgrimage to the Heart of Medicine
Sweet, Victoria
Paperback
Harrison's Guide to Inpatient Medicine: Common Internal Medicine Diseases and Workups
Fauci, Anthony S.
Edwards, Mitchell
Longo, Dan L.
Hardcover
Medical Apartheid: The Dark History of Medical Experimentation on Black Americans from Colonial Times to the Present
Washington, Harriet A.
Paperback
Cure Your Fatigue, Second Edition: The Root Cause and How to Fix It on Your Own
Robbins, Morley M.
Paperback
How to Forage for Medicinal Plants Without Dying: An Absolute Beginner's Guide to Identifying 32 Healing Wild Herbs
Ruiz, Brandon
Paperback
Curved Air: A Biography of Sickle Cell Anemia and the Quest to Cure the First Molecular Disease
Davies, Kevin
Hardcover
The Cortisol Cure: The Secret to Resetting Your Stress Response, Boosting Energy & Feeling Better Than Ever
Kinney, Erin
Hardcover
Destiny of the Republic: A Tale of Madness, Medicine and the Murder of a President
Millard, Candice
Paperback
The Spirit Catches You and You Fall Down: A Hmong Child, Her American Doctors, and the Collision of Two Cultures
Fadiman, Anne
Paperback
Desk Reference to the Diagnostic Criteria from Dsm-5-Tr(r)
American Psychiatric Association
Paperback
Fenbendazole & Ivermectin Protocols Handbook: A Definitive Guide on Treatment of Cancer for Patients and Caregivers
Willmott, Sebastian
Paperback
Child Medication Fact Book for Psychiatric Practice, Second Edition
Feder, Joshua D.
Puzantian, Talia
Tien, Elizabeth
Paperback
How to Change Your Mind: What the New Science of Psychedelics Teaches Us about Consciousness, Dying, Addiction, Depression, and Transcendence
Pollan, Michael
Paperback
Current Medical Diagnosis & Treatment 2027
Rabow, Michael W.
McQuaid, Kenneth R.
Papadakis, Maxine A.
Hardcover
The Lithium Revolution: Optimizing Mood, Memory, and Lifelong Brain Health With Nutritional Lithium
Greenblatt, James
Paperback
The Obesity Code: Unlocking the Secrets of Weight Loss (Why Intermittent Fasting Is the Key to Controlling Your Weight)
Fung, Jason
Paperback
Good Moms Have Scary Thoughts: A Healing Guide to the Secret Fears of New Mothers
Kleiman, Karen
Hardcover
Nursing School Entrance Exams Prep: Your All-In-One Guide to the Kaplan and Hesi Exams
Kaplan Nursing
Paperback
The Cost of Care: How Four Nurses Put Patients First in a Profit-Driven System
Brown, Theresa
Hardcover
Medical Terminology Made Simple: Easily Learn, Memorize, and Pronounce Medical Terms
Temple, John, MD
Paperback
American Sirens: The Incredible Story of the Black Men Who Became America's First Paramedics
Hazzard, Kevin
Paperback
The Doctors' Riot of 1788: Body Snatching, Bloodletting, and Anatomy in America
McPhee, Andy
Hardcover
The Other Side of the Straitjacket: A Daughter's Story of Mental Illness and Assisted Dying
Duncan, Alicia
Paperback
Hidden Epidemic: Silent Oral Infections Cause Most Heart Attacks and Breast Cancers
Levy, Jd
Paperback
What Happened to You?: Conversations on Trauma, Resilience, and Healing
Perry, Bruce D., M. D. PH. D.
Winfrey, Oprah
Paperback
Indoor Epidemic: 93% Inside Steals Sleep, Focus & Years-The 7% Outdoor Rx Restores Them
La Puma, John
Paperback
Menopause: What Your Ob-GYN Wants You to Know
Obstetricians and Gynecologists, American College of
Paperback
Shoulder Pain? The Solution & Prevention: Fifth Edition, Revised & Expanded
Kirsch, John M.
Paperback
Gut and Psychology Syndrome: Natural Treatment for Autism, Dyspraxia, A.D.D., Dyslexia, A.D.H.D., Depression, Schizophrenia, 2nd Edition
Campbell-McBride, Natasha, MD
Paperback
The Quantum Power of GLP-1 Peptides: Unlocking the Science that Leads to Lasting Weight Loss and Optimal Healthspan
Seeds, William A.
Paperback
Clinical Reasoning: Coaching the Struggling Medical Learner
Warburton, Karen M.
Parsons, Andrew S.
Paperback
The Flying Death: Poison, Plunder, and the Quest for a Miracle Medicine in the Amazon
O'Hara, Matt
Hardcover
Everything Is Tuberculosis: The History and Persistence of Our Deadliest Infection (Large Print Edition)
Green, John
Paperback
Change Your Brain, Change Your Pain: Breaking the Doom Loop to Heal Chronic Physical and Emotional Pain
Amen, Daniel G.
Hardcover
What Your Doctor Doesn't Know about Fibromyalgia: Why Doctors Can't or Won't Treat Chronic Pain
Meilink, Linda
Rhoades, Patrick
Paperback
Pcos Is My Power: Understanding Pcos, Fixing Your Hormones, and Resetting Your Health
Ruth, Cory, Rdn
Paperback