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Contemporary Issues in Medical Informatics James J. Cimino Department of Medical Informatics Columbia University
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Applications Diagnosis Treatment –Training –Telepresence –Decision support
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Technologies Electronic medical records Bioinformatics Controlled medical terminologies Knowledge bases Internet
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Applications Technologies DX Training Presence Support EMRs Bioinf. CMTs KBs Internet Improved Care Case Based Learning Shared Information Automated Integration Prediction/ Prognosis Effective Planning Predictive Probability Repre- sentation Linkages Bridging Expert Systems Guidelines Collaboration Resources
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History Taking New model for medical record Granularity of terminology Teach patients to give histories
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Summary of Presentations James J. Cimino Department of Medical Informatics Columbia University
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Summary of Presentations Presentations Issues Topics for discussion
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Presentations - David Williams Decay of training Pharmacology is unknown Think about requirements MD on Board
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Presentations - Sam Pool Pharmacodynamics and pharmacokinetics have implications for evidence-based medicine What medications? What equipment?
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Presentations - Jay Sanders The 80-20 rule Mars to Main Street Focus on history-taking
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Presentations -Jeff Sutton Smart systems for Rx and monitoring Novel sensors Novel therapeutic modalities Remote fabrication Intelligent systems for mentoring/training
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Presentations - Terry Clemmer Complex adaptive systems Setting the vision is the attractor Clockware vs. Swarmware The human on a bike (AI-RHEUM) Rapid cycle trials - process oriented Protocol development
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Presentations - Dan Masys How much will we know in the next 25 years? Human genome project: a parts list Task of functional genomics is to map the patterns to the clinical picture Interrupt command and control mechanisms
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Presentations - Michael Ackerman Interactivity is an issue Things to pack Lessons from submarines Risk/benefit analysis
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Presentations - Larry Weed Decouple data collection from heuristics Stop relying on what’s in doctors’ heads New tools are needed A new science of medical practice
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Issues What do we need to learn? What do we need to build?
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Issues - What do we need to learn? How to do interviews - but what about psychiatric ones? Study what gets used in subs, space station, islands, Poles - what are the cognitive issues? Can we apply informatics to backward chain in collecting evidence?
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Issues - What do we need to learn? Heuristics and EBM Swarmware and chaos theory - it’s ok to kill a few termites Genomics - functions vs. markers Pattern matching and gestalt - if we can model human physicians, why not just model human astronauts?
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Issues - What do we need to build? My first aid kit Lab on a chip - a super dipstick? Expert systems - which part is the bicycle and which part is the human?
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Topics for Discussion How will we practice evidence-based health care? What to pack: hardware vs. warmware
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