Practical AI for Healthcare Professionals
Practical AI for Healthcare Professionals Chapter 1: Introduction to AI and feasibilityAI, ML, Big Data: What do the buzzwords mean?Defining a problemWhat can and cannot be solvedCommon algorithmic…
Specifikacia Practical AI for Healthcare Professionals
Practical AI for Healthcare Professionals
Chapter 1: Introduction to AI and feasibilityAI, ML, Big Data: What do the buzzwords mean?Defining a problemWhat can and cannot be solvedCommon algorithmic alternativesYou think you need AI, now what?Data considerations for Healthcare & Patient PrivacyCautionary tales of AI Snake Oil in HealthcareChapter 2: AI in theoryClassification problems in the field of healthcareDecision treesLogistic regressionSupport vector, achinesNeural Networks and Deep LearningConvolutional Neural NetworksEvaluation metrics for AI-driven diagnostic toolsChapter 3: Overview of ProgrammingIntroduction to Python and environment set upControl Structures & LoopsData