Detail kurzu
AI+ Healthcare Administrator
EDU Trainings s.r.o.
Popis kurzu
Transform Healthcare Management with Intelligent Administration
Operational Excellence: Learn how AI streamlines billing, scheduling, claims, and staff workflows to relieve administrative burden.
Resource Optimization: Master predictive analytics, demand forecasting, and data-driven decision-making for efficient hospital operations.
Compliance & Privacy: Understand regulatory frameworks, data security, and ethical standards essential for AI-powered administration.
Leadership Impact: Equip yourself to lead organizational change — from digital record-keeping to optimized patient flow and cost control. Operational Excellence with AI:
Administrators gain the ability to streamline scheduling, billing, claims, and routine workflows through intelligent automation.
Data-Driven Administrative Leadership:
Predictive analytics supports smarter decisions across staffing, patient flow, inventory, and overall resource utilization.
Enhanced Patient-Centric Administration:
AI tools help reduce wait times, improve coordination, and support more personalized service delivery.
Stronger Compliance and Risk Oversight:
AI-enabled monitoring ensures better adherence to regulations, data-privacy requirements, and audit standards.
A Future-Ready Administrative Skillset:
Certification builds critical competencies for emerging AI-powered healthcare environments, strengthening long-term career growth.
TensorFlow
Keras
Apache Spark
Hadoop
Power BI
Python
Tableau
Matplotlib
SQL
Electronic Health Record (EHR) Management Tools
Healthcare Workflow Automation Platforms
Obsah kurzu
Module 1: Fundamentals of AI for Healthcare Administrators1.1 Understanding of AI
1.2 AI in Healthcare Operations
1.3 Case Study
1.4 Hands-On: No-Code AI-Based Chest X-ray Classification for COVID-19 and Lung Conditions Using Google Teachable Machine
Module 2: Data Literacy for Healthcare Admins
2.1 Understanding Healthcare Data Types
2.2 Using Data for Decisions
2.3 Case Study 1: Apollo Hospital’s AI-Based Discharge Management System
2.4 Case Study 2: Cleveland Clinic’s AI Integration for Medical Billing Optimization
2.5 Hands-On: No-Code Exploration of a Hospital Analytics Dashboard Using Vizly.ai
Module 3: AI in Operations Optimization
3.1 Streamlining Patient Flow and Resource Optimization
3.2 Inventory, Maintenance, and Procurement
3.3 Case Study 1: AI-Powered Emergency Interhospital Transfers
3.4 Case Study 2: AI for Inventory Waste Reduction in Hospital Supply Chains (Mayo Clinic, Cleveland Clinic & Rush University)
3.5 Hands-On: AI-Driven Hospital Operations Optimization: A No-Code Predictive Interface Using Julius AI
Module 4: NLP and Generative AI in Admin Work
4.1 Foundations of NLP and Chatbots
4.2 Writing and Communication Tasks with Generative AI
4.3 Case Study: Alleviating Physician Burnout via Clinical Documentation Assistance
4.4 Hands-On: Meeting Summarization Assistant for Healthcare Admin
Module 5: AI in Billing, Coding & Claims
5.1 AI in Medical Coding and Documentation
5.2 Claims Management and Fraud Detection
5.3 Hands-On: No-Code AI-Powered Medical Claims Denial Prediction
Module 6: Ethics, Bias & Regulation in Admin AI
6.1 Identifying Bias in Administrative AI Tools
6.2 Legal & Compliance Considerations
6.3 Case Study: AI Triage Failure and Legal Exposure at North Bridge Hospital
6.4: Hands-On: Analyzing Hospital Admission Bias with Claude AI
Module 7: Evaluating and Procuring AI Tools
7.1 Assessing AI Tools for Quality and Relevance
7.2 Implementation Planning and Procurement
7.3 Case Study 1: AI-Powered Cancer Detection at Tata Memorial Hospital
7.4 Case Study 2: AI-Powered Eye Screening by Forus Health and Microsoft
7.5 Hands-On: Healthcare Data Visualization with No-Code BI Tools
Module 8: Telehealth, Virtual Care, and Cybersecurity in the Age of AI
8.1 Understanding Cyber Threats in AI-Driven Healthcare
8.2 Building a Secure AI-Operations Environment
8.3 Case Study 1: WannaCry Attack on NHS (2017)
8.4 Case Study 2: Universal Health Services Ransomware Attack (2020)
8.5 Hands-On: AI Cybersecurity Risk Dashboard Implementation Using Google Looker Studio
Module 9: Becoming an AI Champion in Admin Settings
9.1 Introduction: Why This Module Matters Now
9.2 Leading Small-Scale AI Pilots
9.3 Identifying Pilot Opportunities in Departments
9.4 Stakeholder Alignment: IT, Compliance, Frontline Staff
9.5 Building Organizational Readiness
9.6 Step-by-Step Guide: No-Code AI for Medical Claim Denial Prediction Using Relevance AI
Cílová skupina
Healthcare Administrators: Professionals seeking to modernize operations, enhance efficiency, and integrate AI into daily workflows.Hospital and Clinic Managers: Leaders aiming to optimize staffing, resource allocation, and patient-flow management using AI tools.
Healthcare Operations Specialists: Individuals focused on improving scheduling, billing, compliance, and process automation through intelligent systems.
Health Information & EHR Professionals: Those managing digital records or health informatics who want to leverage AI for accuracy, analytics, and workflow improvement.
Aspiring Healthcare Leaders: Early-career professionals looking to build AI-driven administrative skills to stay competitive in evolving healthcare environments.
Hodnocení
Organizátor
EDU Trainings s.r.o.
Ovocný trh 573/12, Praha 1 - Staré Město
Vzdělávací centrum EDU Trainings nabízí rozsáhlé portfolio vzdělávacích služeb v oblasti IT v České a Slovenské republice. Najdete u nás certifikovaná školení od předních světových společností jako jsou Red Hat, Microsoft, Micro Focus a další, a to nejen v tradiční prezenční podobě, ale také jako virtuální nebo On-Demand školení.
Mimo to organizujeme zajímavé semináře, webináře či online diskuze a poskytujeme certifikační testy v autorizovaném testovacím centru Pearson VUE a PEOPLECERT. Testy a certifikace těchto společností jsou celosvětově uznávané. Školení pro IT specialisty, technický personál i manažery jsou vedena odbornými certifikovanými lektory s bohatými praktickými zkušenostmi. Účastníci našich kurzů získávají potřebné znalosti, které jím pomohou zlepšit procesy v IT, zefektivnit projekty a ušetřit jejich čas. Dokážeme pomoci firmám k maximálnímu využití technologií, a tím i ke zvýšení konkurenceschopnosti na trhu. Školení dodáváme v českém, slovenském a anglickém jazyce, vybrané kurzy i v němčině a španělštině. Prioritou Vzdělávacího centra EDU Trainings je dodávka kvalitního vzdělání odpovídajícího aktuálním trendům a požadavkům trhu, které splňuje nároky zákazníka a umožňuje mu jeho další růst.
Co od nás můžete očekávat?
• Rozsáhlé portfolio IT služeb
• Soft skills kurzy
• Inovativní jazykovou výuku pomocí platformy Voxy
• Odborné lektory s praktickými zkušenostmi
• Profesionalitu, flexibilitu a vstřícnost
Základní nabídka vzdělávacích služeb:
• Standardní kurzy v námi poskytnuté učebně nebo v prostorách zákazníka
• Kurzy na míru, realizace vzdělávacích plánů
• E-learningové kurzy
• Semináře a bezplatné webináře
• Individuální i skupinové konzultace
• Certifikace IT profesionálů
Portfolio:
AWS, Blockchain, Brocade, CompTIA, DASA, EDU Trainings, EPI, Fortinet, G2G3, IAPP, IMDS, ISC2, ISTQB, ITIL, Micro Focus, Microsoft, OMG, Palo Alto Networks, PECB, PRINCE2, Red Hat, SAFe, Scrum.org, Splunk, VMware, Zabbix.
