Research Article
PROMs+ : AI-based PROMs (Patient-Reported Outcome Measures) as a Decision Support System (DSS) for the physician
@INPROCEEDINGS{10.4108/eai.6-12-2021.2314465, author={Hadas Lewy and Refael Barak Barkan and Tomas Karpati and Amir Glik}, title={PROMs+ : AI-based PROMs (Patient-Reported Outcome Measures) as a Decision Support System (DSS) for the physician}, proceedings={Abstracts from the 15th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2021, 6 December 2021, Tel Aviv, Israel}, publisher={EAI}, proceedings_a={PERVASIVEHEALTH - EAI}, year={2022}, month={3}, keywords={patient reported outcomes measures; ai-based decision support system; homecare patient empowerment; adherence}, doi={10.4108/eai.6-12-2021.2314465} }- Hadas Lewy
Refael Barak Barkan
Tomas Karpati
Amir Glik
Year: 2022
PROMs+ : AI-based PROMs (Patient-Reported Outcome Measures) as a Decision Support System (DSS) for the physician
PERVASIVEHEALTH - EAI
EAI
DOI: 10.4108/eai.6-12-2021.2314465
Abstract
PROMs are based on patient’s perception of a disease and its treatment. It is used to collect important data from the patient regarding a disease progression or treatment outcomes that might not be captured by a clinical measurement at the clinic and may be as important as clinical measurements for treatment adjustment as well as to the patient's quality of life. Examples are functional or mental condition and medication side effects. This mode of patient-physician communication also enables remote treatment in cases of inability to have a physical meeting with homebound patients (e.g. isolation, COVID19) or when expert care in remote areas is needed. PROMs+ are a unique platform, developed at HIT, composed of PROMs, sensors and AI-based DSS for medication adjustment and personalized care. PROMs+ is a generic platform, designed for patients with various chronic diseases (e.g. Parkinson Disease-PD, CHF etc.) with a daily reporting module and a set of sensors (IoMT). The information received from the patient can be integrated with EHR data and by using expert knowledge and AI-based DSS can advise the physician about medication adjustment. The research at Rabin Medical Center will integrate EHR data, expert knowledge and PD patients PROMs data for the purpose of medication adjustment. The presentation will demonstrate the platform and discuss the use of such tools in routine treatment and its effect on quality of care, patient's empowerment and patient-physician relationship.
