Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Towards Personalized Medicine: Leveraging Patient Similarity and Drug Similarity Analytics

The rapid adoption of electronic health records (EHR) provides a comprehensive source for exploratory and predictive analytic to support clinical decision-making. In this paper, we investigate how to utilize EHR to tailor treatments to individual patients based on their likelihood to respond to a therapy. We construct a heterogeneous graph which includes two domains (patients and drugs) and enc...

متن کامل

Do Patient Preferences Influence Surgeon Recommendations for Treatment?

Background: When the best treatment option is uncertain, a patient’s preference based on personal values should bethe source of most variation in diagnostic and therapeutic interventions. Unexplained surgeon-to-surgeon variation intreatment for hand and upper extremity conditions suggests that surgeon preferences have more influence than patientpreferences.Methods: A total of 184 surgeons revie...

متن کامل

Defining Structural Similarity*

There is general agreement that structural similarity — a match in relational structure — is crucial in analogical processing. However, theories differ in their definitions of structural similarity: in particular, in whether there must be conceptual similarity between the relations in the two domains or whether parallel graph structure is sufficient. In two studies, we demonstrate, first, that ...

متن کامل

Evaluation of Similarity Measures for Template Matching

Image matching is a critical process in various photogrammetry, computer vision and remote sensing applications such as image registration, 3D model reconstruction, change detection, image fusion, pattern recognition, autonomous navigation, and digital elevation model (DEM) generation and orientation. The primary goal of the image matching process is to establish the correspondence between two ...

متن کامل

Determining Patient Similarity in Medical Social Networks

In social networks the primary concern of people is to find others who share similar interests. For medical systems this means finding people who have similar symptoms or comparable diseases. Here a simple matching of variables would lead to a very small number of identical cases and determining similarity would usually fail due to the categorical nature of most factors. In particular, such pro...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of the American Medical Informatics Association

سال: 2020

ISSN: 1527-974X

DOI: 10.1093/jamia/ocaa159