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From attention to intention Modelling decisions and plans in clinical practice
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Hot buttons Notations –cognitive processes –tasks Planning and design Distributed and autonomous agents Software engineering
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Motivation: medicine and music Guido d'Arezzo Benedictine monk, musical theorist and teacher.
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Elementary cognitive entities and processes Arguments Plans Actions Goals Candidate solutions Beliefs
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Reifying processes into “tasks” Arguments Plans Actions Goals Candidate solutions Beliefs Plans Decisions Enquiries Actions
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Triple assessment of women with suspected breast cancer V Patkar, C Hurt, …, J Fox (Brit J Cancer 2006) Triple assessment of women with suspected breast cancer V Patkar, C Hurt, … (Brit J Cancer 2006)
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decision :: 'WhichRadiologyDecision' ; caption :: "Which radiology?"; choice_mode :: multiple ; support_mode :: symbolic candidate :: 'mammogram' ; caption :: "Do a mammogram of both breasts"; argument :: -, patientAge < 35 ' ; caption :: "The patient is younger than 35yrs"; argument :: +, patient_latestHistory_priorThoracicRT = "yes" and patient_latestHistory_priorThoracicRT_timing > 8 and patientAge >= 30 caption ::"Patient is over 30 years of age and has received chest radiotherapy … argument :: +, (patient_historyPreviousMalignancyType includes "breast in situ" or patient_historyPreviousMalignancyType includes "breast invasive") caption :: "The patient has had a previous breast malignancy"; argument :: +, patient_latestHistory_pain = "yes" and patient_latestHistory_pain_cyclicity = "non cyclical" ; caption ::"The patient has non-cyclical breast pain recommendation ::netsupport( WhichRadiologyDecision, mammogramCandidate) >= 1; candidate :: 'ultrasound' ; caption :: "Do an ultrasound of the affected area"; argument :: +, patient_latestMammography_appearance includes "mass lesion" or patient_latestMammography_appearance includes "asymmetric density“ recommendation :: netsupport(WhichRadiologyDecision, ultrasoundCandidate) >= 1; candidate :: 'neither' ; caption :: "No imaging is necessary"; recommendation :: netsupport(WhichRadiologyDecision, ultrasoundCandidate) < 1 AND netsupport( WhichRadiologyDecision, mammogramCandidate) < 1 ; end decision. Modelling decisions, plans and processes
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PROforma decision decision :: 'Diagnosis_decision' ; caption ::"Diagnosis decision"; candidate :: ''peptic ulcer'' ; argument :: for,age < 35 OR weight = normal attributes argument_name :: 'age < 35 OR weight = normal' ; end attributes; recommendation ::netsupport(decision_11, 'peptic ulcer') >= 1; candidate :: 'cancer' ; argument :: for,biopsy = abnormal attributes argument_name :: 'biopsy = abnormal' ; end attributes; argument :: for,age >= 50 AND Weight = down attributes argument_name :: 'age >= 50 AND Weight = down' ; caption ::"Elderly patient has lost weight"; end attributes; recommendation ::netsupport(decision_11, 'cancer') >= 1; end decision.
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PROforma plan plan :: 'Simple_plan_example' ; caption :: "Example of a plan with 4 components"; abort ::patient_discharged = yes; terminate ::patient_recovered = yes; component :: 'Diagnosis_decision' ; schedule_constraint :: completed('Patient_history') ; number_of_cycles ::1; component :: 'Patient_history' ; number_of_cycles ::1; component :: 'Pathway_1' ; schedule_constraint :: completed('Diagnosis_decision') ; number_of_cycles ::1; component :: 'Pathway_2' ; schedule_constraint :: completed('Diagnosis_decision') ; number_of_cycles ::1; end plan.
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Project proposal Back group
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Scenario Services Annotation Simulation Composition Review Debate Notation Synoptic process (“agent”) Describe (“beliefs”) Frame (“Goals”) Options (“Worlds”) Assess (“Argue”) Select (“Commit”) Do (“Implement”)
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