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Wiki source code of Step 2: Functions

Last modified by Jef van Schendel on 2022/07/28 11:13
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1 |(% style="width:231px" %)**Topic**|(% style="width:279px" %)**Question**|(% style="width:348px" %)**Answer Group 1**|(% style="width:376px" %)**Answer Group 2**|(% style="width:376px" %)**Answer Group 3**
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3 [[image:image-20220610120005-1.png]]
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5 //Overall objective//
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7 What is the overall objective of the human-AI system?
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9 How do the human and AI collaborate and support each other (interdependence)?
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11 To identify and remove any barriers that prohibit the patient from achieving a sustainable change in life style.
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13 Secondly to find a personalized approach to achieve this life style change that addresses the preferences and objectives of the patient combined with that what is required to improve their health.
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15 Two objectives/systems:
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17 - One to support the doctor by monitoring and prioritizing patients for consults.
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19 - The other to support the patient in signaling if change is needed and offer insight into glucose levels over time and possibly give advice on this.
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23 **“Long-lasting, successful, appropriate behavior change in an individual with low SES and low health literacy, lasting longer than 3 months”**
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25 Security
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27 Ethics
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29 Legislation
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31 Accessibility
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33 (Decrease in) workload
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35 Simpifying hand-over
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38 **General goals:** lifestyle advice, interventions at the right moment in time, connect with motivation (“aansluiten bij drijfveren”), improving/learning what works, revisiting over time, personalization (“knoppen vinden om aan te draaien”)
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41 **Patient: **positive interaction, interesting & meaningful interaction, trust relationship, engage patient power (“aanbreken patiëntenkracht”), rewards (but which ones?), demystification
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43 **Zorgverlener (consulterend):** advice on motivating patient, diagnosis
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45 **Researcher: **collect data and make it available
46 )))
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48 [[image:image-20220610120005-3.png]]
49
50 //Functions//
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54 What are the functions of the AI-module(s)?
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56 What does it actually do?
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59 What are its inputs, what are its outputs?
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61 - Assist the coach to make burdens/barriers explicit through adaptive/context-aware questions over time to the patient.
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63 - To assist the coach during the consult with pointers what could be personal barriers/objections towards certain life style changes.
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65 - To provide friends/family with insights into the patients if allowed to involve them in the patient's required life style changes.
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67 - To assist the patient in overcoming their barriers towards a sustainable life style change by giving actionable advice (e.g., to join certain social apps, find a walking-buddy, etc.).
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69 - Nudge the patient when they should do or omit something that is tailored to their preferences, capabilities and objectives, and the recognition that these change over time.
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71 - Together with patient and coach set objectives to achieve.
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76 - To MD: To monitor patients physiological data and through questionnaires.
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78 - To MD: To provide summary data on a patient.
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80 - To MD: To prioritize patients for a general practitioner or MD that could benefit or are in need of a consult.
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82 - To MD: To provide an overview of preferences and tried interventions by the patient.
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84 - To MD: Provide a list of patients with a risk value/probability.
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86 - To MD: To accept a patient evaluation from an MD.
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88 - To Patient: To measure certain physiological values at the patient.
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90 - To Patient: To measure performed actions by the patient.
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92 - To Patient: To provide questionnaires to assess the patient's current condition and preferences.
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94 - To Patient: To keep an overview of already tried interventions.
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96 - To Patient: To provide alerts, current risk value and conclusion/assessement of progress.
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98 - To Patient: To offer personalized advice about interventions.
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100 - To Patient: To provide insight and explanation about the patient, offered advice and risk.
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102 * Quantify health
103 * Provide insight in progress
104 * Unearth individual motivations
105 * Continuous improvement
106 * Adapting to needs
107 * Not just medical data
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110 [[image:image-20220610120005-4.png]]
111
112 //Interaction//
113 )))|(% style="width:279px" %)How do you expect the human to interact with these AI-functions? Does the human provide any input? (just a (high-level) description of interaction(s) is fine, e.g. “Actor A provides feedback in the form of tags”)|(% style="width:348px" %)(((
114 - Chat bot for interactive/adaptive questionnaires with the patient.
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116 - Personalized compliments to keep patient motivated.
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118 - The 'new nudging'; a way of notifying the patient that they should do something or omit something in a way that is natural and non-obtrusive.
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120 - Gamification, potentially adapted to the patient's profile (emphasize competitiveness or coooperation for instance).
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122 Towards the patient to be always available and super personal.
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