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Classifiers that are employed for this line of research should be able to make decisions as a physician would do, that is, be able to look at a patient's medical attributes and make subjective decisions.
We found that a segmentation of the patients for treatment outcome followed by subspace clustering allowed the identification of relevant patient groups and respective medical attributes, which can be a basis to generalize medical knowledge.
An individual highlighting of the medical attributes that trigger a specific diagnosis for a current patient record is additionally obtained; this feature thus increases the confidence of the physician in the resulting automated diagnosis.
These results shed light on decision attributes that influence patient CHC treatment decisions and reveal complex relationships between medical attributes and life circumstance attributes in these decisions.
Patterns in the co-occurrence of decision attributes highlight the ways in which "medical" attributes and "life circumstance" attributes were closely woven together in patient experiences.
The graphical representation of abstract concepts was facilitated by the use of representable medical attributes well known to physicians, such as the anatomical and functional locations of diseases.
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The other corpus of existing work comes from those interested in developing physiological models for vascular growth and behavior based on bio-medical attributes.
Ascertainment bias The patient has non-medical attributes that touch upon the physician's own prejudices, biasing him in a certain direction; overweight people [60], women [61], minorities [62] may all pay the price of a visceral bias held by the physician.
Meeting their needs regarding non-medical attributes of primary health care is important to improve the quality of care.
The aim of this study is to improve our understanding about preferences of this group of patients in relation to non-medical attributes of primary health care.
GPs and their co-workers should be also aware of the changing needs of the elderly regarding non-medical attributes of GP care.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com