The purpose of the SDOH and ethnicity extraction capability is to help providers improve health outcomes and it should not be used to stigmatize or draw negative inferences about the users or consumers of SDOH data, or patient populations beyond the stated purpose of helping providers improving...
Like bias, variance is an error that results when machine learning produces the wrong assumptionsbased on the training data. Unlike bias, variance is a reaction to real and legitimate fluctuations in the data sets. These fluctuations, or noise, shouldn't affect the intended model, yet the ...
Uniform Data System (UDS) Patient-Centered Medical Home (PCMH) National Committee for Quality Assurance (NCQA) Other applications can collect patient-reported outcomes (PROs) data to improve screening rates for various conditions—or even capture social determinants of health (SDOH) information to...
ICD-10 is sometimes used in conjunction with Systematized Nomenclature of Medicine -- Clinical Terms (SNOMED CT), a multilingual vocabulary of clinical terminology that is used to capture the clinical data of a care episode. Mapping SNOMED CT to ICD-10 can help simplify reporting and access to...
Women in mid-life experience unique stressors, including transitions within their family roles, informal caregiving, job stress, and perceived discrimination. The impact of these stressors on cardiovascular health in women during mid-life is of growing i
Employment is a key SDoH [49], with the review highlighting a range of constraints for both unemployed people and service providers. The Commonwealth Employment Service was privatised in 1998 under the Howard Government. Within the outsourced employment services regime which followed, unemployed people...
Despite the strong interest in investing in SDOH initiatives by various stakeholders, the literature on the return from such investments is scarce. The differences in study populations and methodologies, and the lack of data on SDOH intervention outcomes and/or costs, make it challenging to quantify...
Topic 1:#SDOHcropping up everywhere as “critical” to understanding#publichealth. What data points do you think most relevant to you? Topic 2:Are there non-clinical data points you would NOT want your#healthcareprovider to consider in evaluating your#health? And why?
Device data support in care management (preview) Configure device data support in care management (preview) Use device data support in care management (preview) Social Determinants of Health (SDoH), ethnicity support, and temporal assertion in Text Analytics for health are now generally available ...
But this is changing as people identify the healthcare system – and its data and technology platforms – as the primary care provider.“People have the expectation that the platform which knows you is wherever you are. Additionally, when we talk about the concept of SDOH…you must factor in...