Wiki source code of Step 2: Functions
Last modified by Jef van Schendel on 2022/07/28 11:13
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5.1 | 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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1.1 | 2 | |(% style="width:231px" %)((( |
3 | [[image:image-20220610120005-1.png]] | ||
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5 | //Overall objective// | ||
6 | )))|(% style="width:279px" %)((( | ||
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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3.2 | 10 | )))|(% style="width:348px" %)((( |
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. | ||
14 | )))|(% style="width:376px" %)((( | ||
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2.2 | 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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5.1 | 22 | )))|(% style="width:376px" %)((( |
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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37 | |||
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 | ||
44 | |||
45 | **Researcher: **collect data and make it available | ||
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2.2 | 46 | ))) |
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1.1 | 47 | |(% style="width:231px" %)((( |
48 | [[image:image-20220610120005-3.png]] | ||
49 | |||
50 | //Functions// | ||
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53 | )))|(% style="width:279px" %)((( | ||
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2.1 | 54 | What are the functions of the AI-module(s)? |
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1.1 | 55 | |
56 | What does it actually do? | ||
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58 | |||
59 | What are its inputs, what are its outputs? | ||
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4.1 | 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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1.1 | 74 | |
75 | )))|(% style="width:376px" %)((( | ||
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2.2 | 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. | ||
83 | |||
84 | - To MD: Provide a list of patients with a risk value/probability. | ||
85 | |||
86 | - To MD: To accept a patient evaluation from an MD. | ||
87 | |||
88 | - To Patient: To measure certain physiological values at the patient. | ||
89 | |||
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. | ||
95 | |||
96 | - To Patient: To provide alerts, current risk value and conclusion/assessement of progress. | ||
97 | |||
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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5.1 | 101 | )))|(% style="width:376px" %)((( |
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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1.1 | 108 | ))) |
109 | |(% style="width:231px" %)((( | ||
110 | [[image:image-20220610120005-4.png]] | ||
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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" %)((( | ||
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4.1 | 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. | ||
119 | |||
120 | - Gamification, potentially adapted to the patient's profile (emphasize competitiveness or coooperation for instance). | ||
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1.1 | 121 | )))|(% style="width:376px" %)((( |
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2.2 | 122 | Towards the patient to be always available and super personal. |
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5.1 | 123 | )))|(% style="width:376px" %) |
124 | |(% style="width:231px" %) |(% style="width:279px" %) |(% style="width:348px" %) |(% style="width:376px" %) |(% style="width:376px" %) |