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Masterclass: Advanced GI Endoscopic Imaging (Live/ ...
Konda - Integrating various imaging tools into cli ...
Konda - Integrating various imaging tools into clinical workflows
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Pdf Summary
The presentation "Imaging Today and Tomorrow: Integrating Various Imaging Tools into Clinical Workflows" by Dr. Vani J.A. Konda outlines the evolution and integration of advanced imaging technologies in gastroenterology, particularly endoscopy. It highlights the progression from traditional endoscopy methods (1968-1990) to novel tools including high-resolution endoscopy, virtual chromoendoscopy, magnification endoscopy, ultrasound, endomicroscopy, spectral imaging, and innovative unsedated modalities such as transnasal and tethered capsule endoscopy.<br /><br />Artificial intelligence (AI) is emphasized as a "second set of eyes," enhancing detection, diagnosis, quality, procedural analytics, and management during endoscopic procedures. Successful adoption of these technologies depends on a comprehensive framework involving technical, cognitive, organizational, clinical, and operational readiness.<br /><br />Implementation demands formal and continuous training to acquire technical and interpretative skills, supported by hands-on courses, mentorship, and team-based learning. Organizational considerations include evaluating capital investment, disposables, IT infrastructure, billing, and alignment with healthcare corporate structures and value analysis teams.<br /><br />Endoscopy units must prepare by addressing supplies, anesthesia, staff competency, room setup, IT integration, HIPAA compliance, credentialing, and multidisciplinary care coordination. Clinics need to plan for scheduling impact, pre- and post-procedure workflows, and insurance authorization complexities.<br /><br />The presentation addresses the human-algorithm interaction, stressing that while AI aids image interpretation and clinical decision-making, ultimate responsibility remains with the endoscopist. Successful integration requires balancing AI’s potential with human judgment, understanding cognitive biases, and institutional readiness.<br /><br />In conclusion, integrating advanced imaging and AI technologies can improve visualization, information acquisition, and clinical outcomes but necessitates thoughtful incorporation across technical skills, clinical teams, organizational support, and ethical considerations, positioning the endoscopist as the key decision-maker.
Keywords
Advanced imaging technologies
Endoscopy evolution
Gastroenterology imaging
Artificial intelligence in endoscopy
High-resolution endoscopy
Virtual chromoendoscopy
Endomicroscopy
Technical and clinical training
Organizational readiness
Human-AI interaction in clinical workflows
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