Adaptive Symptom Management for Heart Failure
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Solution Overview
Problem
Current heart failure management tools, such as unified notebooks, are inefficient in managing diverse patient conditions and backgrounds, requiring excessive time and labor, and struggle to accommodate individual differences in cognitive function, co-morbidity, and environmental factors, particularly for patients with reduced cognitive abilities.
Innovation Solution
An information processing apparatus and system that determines a personalized symptom management method based on a patient's physical condition and living environment, using a control unit to set a terminal device to execute specific management tasks, update the method based on implementation situations, and predict health outcomes through machine learning models.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If a unified heart failure notebook format is used for all patients, then standardization and ease of operation are improved, but adaptability to individual patient conditions and backgrounds deteriorates
Solution Approach 1:
The system dynamically adjusts the notebook format and management items based on individual patient conditions, cognitive functions, and backgrounds. The control unit automatically customizes the notebook content by retrieving patient information from the database and generating personalized management plans, transforming the static unified format into a dynamic adaptive system.
2Reliability
If all management items are recorded for every patient, then completeness of information is improved, but time and labor required deteriorates
Solution Approach 1:
The system extracts and selects only the necessary management items relevant to each patient's specific condition from the comprehensive database of all possible heart failure management items. The control unit determines which items to include based on patient diagnoses, cognitive functions, and backgrounds, removing unnecessary items to reduce recording time while maintaining information completeness for each individual patient.
3Reliability
If complex symptom management is provided for all patients, then treatment effectiveness is improved, but ease of operation deteriorates
Solution Approach 1:
The system provides localized quality of care by tailoring the complexity of symptom management to each patient's specific needs, cognitive functions, and backgrounds. Rather than applying uniform complex management to all patients, the control unit customizes the management plan complexity locally for each patient, ensuring appropriate treatment effectiveness while maintaining ease of operation for each individual.
4Adaptability or versatility
If personalized symptom management is provided for each patient, then adaptability is improved, but device complexity deteriorates
Solution Approach 1:
The system achieves personalized symptom management through a universal automated control unit that handles multiple functions: retrieving patient information, determining appropriate management items, customizing notebook content, and adjusting based on cognitive functions. This multi-functional control unit provides adaptability for each patient without requiring separate complex systems for different patient types.
Data Source
AI summary
An information processing apparatus includes a control unit configured to: determine, based on background information indicating one or more of a physical condition and a living environment of a patient, a symptom management method that includes one or more of: a management item to be managed at the time of managing a symptom of the patient, and a method for providing information to the patient; set a terminal device to executes a symptom management according to the symptom management method; acquire information indicating an implementation situation of the symptom management on the set terminal device; update, based on the implementation situation of the symptom management on the terminal device, the symptom management method according to which the terminal device executes the symptom management; and when the symptom management method is updated, set the terminal device to execute a symptom management according to the updated symptom management method.