Publications by authors named "Yvonne de Man"

Article Synopsis
  • NLP enhances research on activities of daily living (ADL) by structuring information from unstructured electronic health records (EHRs), with a systematic review covering studies from 2017-2022.
  • Most identified studies (65%) utilized NLP techniques like deep learning and machine learning, focusing on 1 or 2 ADLs and showing generally high performance scores in evaluation metrics.
  • The review highlights the potential of NLP systems for EHR data extraction on ADLs but notes difficulties in performance comparison due to variations in study designs, data access challenges, and dataset characteristics.
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Background: Scientific researchers who wish to reuse health data pertaining to individuals can obtain consent through an opt-in procedure or opt-out procedure. The choice of procedure may have consequences for the consent rate and representativeness of the study sample and the quality of the research, but these consequences are not well known.

Objective: This review aimed to provide insight into the consequences for the consent rate and consent bias of the study sample of opt-in procedures versus opt-out procedures for the reuse of routinely recorded health data for scientific research purposes.

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Background: Optimal care for Parkinson's disease (PD) requires coordination and collaboration between providers within a complex care network. Individual patients have personalised networks of their own providers, creating a unique informal network of providers who treat ('share') the same patient. These 'patient-sharing networks' differ in density, ie, the number of identical patients they share.

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Objective: To examine the regional variation in hospital care utilization in the last 6 months of life of Dutch patients with lung cancer and to test whether higher degrees of hospital utilization coincide with less general practitioner (GP) and long-term care use.

Design: Cross-sectional claims data study.

Setting: The Netherlands.

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Background: For older adults, a good transition from hospital to the primary or long-term care setting can decrease readmissions. This paper presents the 6-month post-discharge healthcare utilization of older adults and describes the numbers of readmissions and deaths for the most frequently occurring aftercare arrangements as a starting point in optimizing the post-discharge healthcare organization.

Methods: This cross-sectional study included older adults insured with the largest Dutch insurance company.

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Background: In the Netherlands, the health care system and related information technology landscape are fragmented. Recently, hospitals have started to launch patient portals. It is not clear how these portals are used by patients and their health care providers (HCPs).

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Article Synopsis
  • The study looked at how men and women with Parkinson's disease (PD) are treated in the Netherlands during the first five years after they are diagnosed.
  • They used medical records to see when patients visited doctors and what health problems they faced.
  • The results showed that women get help from healthcare providers faster and face complications from PD sooner than men do.
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Understanding the overuse and underuse of health-care services in the end-of-life (EoL) phase for patients with lung cancer (LC) and colorectal cancer (CRC) is important, but knowledge is limited. To help identify inappropriate care, we present the health-care utilization profiles for hospital care at the EoL of patients with LC (N = 25 553) and CRC (N = 14 911) in the Netherlands between 2013 and 2015. An administrative database containing all in-hospital health-care activities was analyzed to investigate the association between the number of days patients spent in the emergency department (ED) or intensive care unit (ICU) and their exposure to chemotherapy or radiotherapy.

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Purpose: The purpose of this study is to describe and compare the relation between treatment aims, hospitalizations, and hospital mortality for Dutch patients who died from lung, colorectal, breast, prostate, or pancreatic cancer.

Methods: A mortality follow-back study was conducted within a sentinel network of Dutch general practitioners (GPs), who recorded the end-of-life care of 691 patients who died from one of the abovementioned cancer types between 2009 and 2015. Differences in care by type of cancer were analyzed using multilevel analyses to control for clustering within general practices.

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