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AI Innovations with Open Tools in Healthcare Processes · LearnSpace
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AI Innovations with Open Tools in Healthcare Processes

Курс от STARWEAVER
Средний≈ 7.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

AI is reshaping healthcare delivery—from enhancing diagnostics with machine learning to streamlining administrative workflows and optimizing treatment decisions through predictive analytics. This course, AI Innovations with Open Tools in Healthcare Processes, empowers healthcare professionals, AI engineers, and medical researchers to harness open-source frameworks for building scalable, ethical, and interoperable AI solutions. Learners will explore how to integrate AI into clinical environments using real-world tools and use cases, with a focus on navigating fragmented data systems (like EHRs, DICOM, and wearables), ensuring compliance with regulations (HIPAA, GDPR), and aligning AI deployment with clinical needs. You'll gain practical skills in using open-source platforms to develop clinical decision support systems (CDSS), while addressing key challenges such as data bias, interpretability, and workflow integration. Designed for professionals at the intersection of healthcare and technology, this course bridges the gap between innovation and implementation.

Навыки, которые вы освоите

Open Source TechnologyDecision Support SystemsResponsible AIPersonally Identifiable InformationMedical CodingClinical InformaticsAI PersonalizationHealthcare Industry KnowledgeData EthicsHealthcare EthicsGeneral Data Protection Regulation (GDPR)AutomationMedical PrivacyHealth Insurance Portability And Accountability Act (HIPAA) CompliancePatient CommunicationAI EnablementPrompt Engineering ToolsOpenAIInformation PrivacyClinical Documentation

Программа курса

6 модулей · 61 учебных материалов

01Course Introduction 3 материалов
Welcome to the Course: Course OverviewЧтениеPilot or Pause? Launching Open-Source AI in a Live Hospital WorkflowDIALOGUEWelcome and Course Goals Видео
02 Introduction to AI in Healthcare 14 материалов

Lesson 1: What is AI and Why Healthcare Needs It?

Учитесь у экспертов

Starweaver

Global Leaders in Professional & Technology Education

Abdallah Elsokary

Nursing Supervisor | AI Certified Instructor | Health Informatics Specialist

AI Innovations with Open Tools in Healthcare Processes
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Обучение на Coursera

≈ 7.9 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский, Венгерский

Часть программы вашего университета
Module Introduction Видео
Defining AI in Simple TermsВидео
Traditional vs. AI-Driven SystemsВидео
Healthcare’s AI Revolution Видео

Lesson 2: How AI is Already Being Used in Healthcare

AI in Imaging: X-ray to MRI ВидеоPredictive AI for Early DetectionВидеоAI in Administrative Workflows Видео

Lesson 3: Risks, Myths & Opportunities

Common AI Myths in Medicine ВидеоClinical Risks of AI Misuse ВидеоWhy AI is a Tool, Not a ReplacementВидеоCOVID-19 and AI Diagnosis ЧтениеThe Most Promising Early AI Application in Healthcare ОбсуждениеHands-On-Learning: Getting Started with ChatGPT in Clinical Practice Взаимная проверка Introduction to AI in Healthcare Задание
03Open-Source Tools & Platforms in AI Healthcare 14 материалов

Lesson 1: Open-Source AI – Principles & Ecosystem

Intro to Module ВидеоWhat is Open Source in AI? ВидеоWhy Open Tools Matter in MedicineВидеоComparing Open-Source vs Proprietary AI Видео

Lesson 2: Free AI Tools for Clinical Practice

Using ChatGPT for Clinical Summaries ВидеоSymptoms: AI Symptom CheckerВидеоGlass AI: Differential Diagnosis Helper Видео

Lesson 3: Datasets & Building AI Without Coding

Where to Get Medical Datasets ВидеоTeachable Machine for Imaging AIВидеоTips for Safe Dataset UseВидео10 Top AI Tools in Healthcare for 2025 ЧтениеOpen-Source AI in Daily Clinical Workflows ОбсуждениеHands-On-Learning: Build a No-Code X-ray Classifier with Teachable Machine Взаимная проверка
04Applications of AI in Healthcare Processes 14 материалов

Lesson 1: AI in Diagnosis & Medical Imaging

Intro to Module ВидеоHow AI Interprets X-rays, CTs, and MRIs ВидеоAI for Dermatology and Histopathology ВидеоCollaboration Between Human Experts and AI Models Видео

Lesson 2: AI in Monitoring & Risk Prediction

Forecasting Sepsis, Heart Failure, and Deterioration ВидеоUse of AI in Wearable Devices and Vital Signs Monitoring ВидеоReal-Time Decision Tools and Scoring Models Видео

Lesson 3: Virtual Assistants and AI in Operations

Pre-Visit Screening and Education ВидеоAutomating Hospital Operations ВидеоAI Supporting Nurses and Doctors with Reminders and Triage ВидеоS.A.R.A.H, a Smart AI Resource Assistant for Health ЧтениеAI for Diagnosis and Risk Prediction ОбсуждениеHands-On-Learning: Simulating a Patient Journey with AI Tools Взаимная проверка
05AI-Powered Decision Support Systems (CDSS) 14 материалов

Lesson 1: Clinical Decision Support Systems (CDSS)

Intro to Module ВидеоDefinition and Importance of CDSS in Hospitals ВидеоRules vs. Machine Learning-Powered Tools ВидеоReal Scenarios of AI Support in Critical Care Видео

Lesson 2: AI Safety, Regulation & Legal Issues

Compliance in AI-Powered Health Platforms ВидеоWho’s Accountable When AI Fails ВидеоOverview of Global Governance Approaches Видео

Lesson 3: Ethics, Bias & Responsible AI Deployment

How AI Models Can Reinforce Disparities ВидеоMaking AI Understandable to Users ВидеоPrinciples for Responsible AI Deployment ВидеоAI-Driven Clinical Decision Support Systems: An Ongoing Pursuit of Potential ЧтениеSafeguards in Clinical Decision Support Systems ОбсуждениеHands-On-Learning: Evaluating Bias and Safety in CDSS Tools Взаимная проверка
06Course Conclusion 2 материалов
Course Wrap-up Video ВидеоProject: Training a Teachable Machine Model to Detect Pressure UlcersВзаимная проверка
Open-Source Tools & Platforms in AI Healthcare Задание
Applications of AI in Healthcare Processes Задание
AI-Powered Decision Support Systems (CDSS) Задание