activity
20122023
most citedUtility Elicitation as a Classification Problem

69 citations · 133 across the 18 of their papers we have counts for

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8 papers · 1 filter

cs.AI2022★ 4 cited

Implementation and Evaluation of a System for Assessment of The Quality of Long-Term Management of Patients at a Geriatric Hospital

Erez Shalom, Ayelet Goldstein, Roni Wais +3

Background The use of a clinical decision support system for assessing the quality of care, based on computerized clinical guidelines (GLs), is likely to improve care, reduce costs…

cs.AI2021★ 6 cited

Implementation and Evaluation of a Multivariate Abstraction-Based, Interval-Based Dynamic Time-Warping Method as a Similarity Measure for Longitudinal Medical Records

Yuval Shahar, Matan Lion

We extended dynamic time warping (DTW) into interval-based dynamic time warping (iDTW), including (A) interval-based representation (iRep): [1] abstracting raw, time-stamped data i…

cs.AI2021

Evaluation of a Bi-Directional Methodology for Automated Assessment of Compliance to Continuous Application of Clinical Guidelines, in the Type 2 Diabetes-Management Domain

Avner Hatsek, Irit Hochberg, Deeb Daoud Naccache +2

We evaluated the DiscovErr system, in which we had previously implemented a new methodology for assessment of compliance to continuous application of evidence-based clinical guidel…

cs.AI2021★ 1 cited

A Methodology for Bi-Directional Knowledge-Based Assessment of Compliance to Continuous Application of Clinical Guidelines

Avner Hatsek, Yuval Shahar

Clinicians often do not sufficiently adhere to evidence-based clinical guidelines in a manner sensitive to the context of each patient. It is important to detect such deviations, t…

cs.AI2021

Distributed Application of Guideline-Based Decision Support through Mobile Devices: Implementation and Evaluation

Erez Shalom, Ayelet Goldstein, Elior Ariel +4

Traditionally Guideline(GL)based Decision Support Systems (DSSs) use a centralized infrastructure to generate recommendations to care providers. However, managing patients at home…

cs.AI2021

The Ethical Implications of Shared Medical Decision Making without Providing Adequate Computational Support to the Care Provider and to the Patient

Yuval Shahar

There is a clear need to involve patients in medical decisions. However, cognitive psychological research has highlighted the cognitive limitations of humans with respect to 1. Pro…