Coursera

Generative AI-Powered Solutions for Modern Healthcare Specialization

Coursera

Generative AI-Powered Solutions for Modern Healthcare Specialization

Transform Healthcare Delivery with AI Solutions.

Implement AI-powered tools in clinical settings—no coding experience required.

Starweaver
Alfonso Rodríguez Cotes
Ritesh Vajariya

Instructors: Starweaver

Access provided by ExxonMobil

2,784 already enrolled

Get in-depth knowledge of a subject

from 72 reviews of courses in this program

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject

from 72 reviews of courses in this program

Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Implement GenAI solutions to streamline clinical workflows, enhance diagnostic accuracy, and optimize healthcare operations

  • Design ethical frameworks for responsible AI integration in healthcare settings while ensuring regulatory compliance

  • Develop practical strategies for AI-powered improvements in clinical documentation, personalized care, and telemedicine security

Details to know

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Taught in English

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Specialization - 9 course series

Introduction to Generative AI in Healthcare

Introduction to Generative AI in Healthcare

Course 1, 5 hours

What you'll learn

Skills you'll gain

Category: Natural Language Processing
Category: Clinical Documentation
Category: Responsible AI
Category: Healthcare Industry Knowledge
Category: Health Informatics
Category: Medical Imaging
Category: Medical Privacy
Category: Diagnostic Radiology
Category: LLM Application
Category: Data Ethics
Category: Treatment Planning
Category: Generative AI
Category: Healthcare Ethics
Category: Artificial Intelligence
Category: Health Care Procedure and Regulation
GenAI for Healthcare Automation

GenAI for Healthcare Automation

Course 2, 5 hours

What you'll learn

  • Identify the potential applications of Generative AI in various healthcare settings.

  • Analyze the impact of Generative AI on clinical workflows and patient care.

  • Design a basic implementation strategy for integrating AI into existing healthcare processes.

  • Assess the ethical implications and construct guidelines for responsible AI use in healthcare.

Skills you'll gain

Category: Generative AI Agents
Category: Responsible AI
Category: Healthcare Industry Knowledge
Category: Artificial Intelligence
Category: Clinical Documentation
Category: Health Technology
Category: Innovation
Category: Health Informatics
Category: System Implementation
Category: Automation
Category: Predictive Modeling
Category: Healthcare Ethics
Category: Data Ethics
Category: Healthcare Project Management
Improving Diagnostic Accuracy with GenAI

Improving Diagnostic Accuracy with GenAI

Course 3, 3 hours

What you'll learn

  • Apply GenAI techniques, including prompt engineering and fine-tuning to improve diagnostic accuracy across various healthcare scenarios.

  • Implement existing GenAI models and agents effectively for specific diagnostic applications, enhancing precision in clinical decision-making.

  • Integrate specialized GenAI models and agents within broader diagnostic workflows to optimize responsiveness and accuracy in healthcare settings.

  • Assess ethical considerations and biases in GenAI applications to ensure fair and accurate diagnostic outcomes across diverse patient populations.

Skills you'll gain

Category: Prompt Engineering
Category: Unstructured Data
Category: Generative AI
Category: Generative AI Agents
Category: Diagnostic Tests
Category: Medical Imaging
Category: Responsible AI
Category: Healthcare Ethics
Category: Health Informatics
Category: LLM Application
Category: Data Integration
Category: AI Personalization

What you'll learn

  • Identify components of a healthcare system.

  • Analyze the impact of streamlining system processes.

  • Develop a systematic approach to identify and implement streamlined healthcare processes utilizing technology.

  • Evaluate the expected outcomes and downstream benefits of a controlled and streamlined healthcare system.

Skills you'll gain

Category: Workflow Management
Category: Operations Management
Category: Systems Thinking
Category: Operational Efficiency
Category: Health Care Procedure and Regulation
Category: Cross-Functional Collaboration
Category: Healthcare Industry Knowledge
Category: Data-Driven Decision-Making
Category: Patient Flow
Category: Care Coordination
Category: Resource Utilization
Category: Process Improvement
Category: Communication Strategies
Category: Regulatory Requirements
Category: Continuous Improvement Process
Category: Lean Methodologies
Category: Health Technology
GenAI for Clinical Documentation

GenAI for Clinical Documentation

Course 5, 3 hours

What you'll learn

  • Identify the potential applications of Generative AI in various clinical documentation scenarios.

  • Recognize the impact of Generative AI on clinical workflows and documentation quality.

  • Design a basic implementation strategy for integrating Generative AI into existing clinical documentation processes.

  • Assess the ethical implications and construct guidelines for responsible use of AI in clinical documentation.

Skills you'll gain

Category: Clinical Documentation
Category: Medical History Documentation
Category: Generative AI Agents
Category: Prompt Engineering
Category: System Implementation
Category: Medical Records
Category: Clinical Informatics
Category: Health Information Management and Medical Records
Category: Health Technology
Category: Responsible AI
Category: Healthcare Ethics
Category: Health Informatics
GenAI for Healthcare Ethics

GenAI for Healthcare Ethics

Course 6, 5 hours

What you'll learn

  • Implement ethical frameworks for integrating generative AI in clinical settings.

  • Mitigate bias risks in generative AI models used for medical decisions.

  • Develop informed consent policies for the use of generative AI in patient care based on transparency and data privacy.

Skills you'll gain

Category: Healthcare Ethics
Category: Informed Consent
Category: Responsible AI
Category: Healthcare Industry Knowledge
Category: Generative AI
Category: Data Ethics
Category: Patient-centered Care
Category: Medical Privacy
Category: Health Information Management
Category: AI Security
Category: Patient Safety
GenAI for Healthcare: Transforming Personalized Care

GenAI for Healthcare: Transforming Personalized Care

Course 7, 4 hours

What you'll learn

  • Evaluate generative AI applications to identify and implement solutions tailored to specific healthcare contexts.

  • Design patient-centered AI integration strategies to enhance clinical workflows and optimize care delivery.

  • Apply ethical frameworks and compliance measures to ensure responsible AI adoption in healthcare settings.

  • Analyze real-world healthcare scenarios to develop effective and practical AI implementation strategies.

Skills you'll gain

Category: Responsible AI
Category: Generative AI
Category: AI Workflows
Category: Health Informatics
Category: Regulatory Compliance
Category: Innovation
Category: Generative AI Agents
Category: System Implementation
Category: Data Ethics
Category: Patient-centered Care
Category: Artificial Intelligence
Category: Health Information Management
Category: Healthcare Industry Knowledge
Category: Medical Privacy
Category: Clinical Informatics
Category: Health Insurance Portability And Accountability Act (HIPAA) Compliance
Category: Patient Flow
Category: Health Care Procedure and Regulation
Category: Health Care
Category: Healthcare Ethics
GenAI for Telemedicine Data Security

GenAI for Telemedicine Data Security

Course 8, 5 hours

What you'll learn

  • Analyze and evaluate potential Generative AI solutions for telemedicine security needs.

  • Design basic implementation strategies for integrating AI into existing telemedicine security protocols.

  • Evaluate ethical implications of using AI in telemedicine data protection.

  • Develop guidelines for responsible AI use in healthcare settings.

Skills you'll gain

Category: AI Security
Category: Innovation
Category: Regulatory Compliance
Category: Responsible AI
Category: Medical Privacy
Category: Generative AI
Category: Security Strategy
Category: Analysis
Category: Data Security
Category: Health Technology
Category: Health Care Procedure and Regulation
Category: Telehealth
Category: Design
Category: Healthcare Ethics
Category: Health Insurance Portability And Accountability Act (HIPAA) Compliance
Project Management in Healthcare : Tools and Tactics

Project Management in Healthcare : Tools and Tactics

Course 9, 5 hours

What you'll learn

  • Apply project management methodologies to real-world healthcare projects.

  • Utilize Notion for project tracking, risk assessment, and team collaboration.

  • Evaluate project success using key performance indicators and continuous improvement strategies.

Skills you'll gain

Category: Compliance Management
Category: Project Management Software
Category: Project Management
Category: Project Coordination
Category: Healthcare Project Management
Category: Team Building
Category: Project Risk Management
Category: Workflow Management
Category: Performance Metric
Category: Health Care Procedure and Regulation
Category: Project Implementation
Category: Regulatory Affairs
Category: Risk Management
Category: Continuous Improvement Process
Category: Collaboration
Category: Operational Efficiency

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Instructors

Starweaver
Coursera
555 Courses1,073,510 learners
Alfonso Rodríguez Cotes
Coursera
4 Courses4,107 learners
Ritesh Vajariya
Coursera
27 Courses20,234 learners

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Coursera

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