Hepatitis C: Understanding factors that influence the physicians' treatment decisions

Miani, Céline; Manville, Catriona; Burge, Peter; Marjanovic, Sonja; Chataway, Joanna

doi:10.7249/rr263

Cited by 2 publications

(2 citation statements)

References 64 publications

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“…Our DCE survey addressing eight different scenarios obtained a thorough picture of the real-life expectations for a program toward HCV eradication. Almost all previous DCE surveys about either HCV or HBV evaluated preferences for one issue alone (treatment, vaccination, primary care service), by a single perspective perspective [ 19 – 23 ]. Pacou et al [ 24 ] carried out a DCE in the UK to compare patients’ and physicians’ perspectives about treatment for HCV, showing that efficacy was the preferred driver of choice, with greater importance for physicians than patients.…”

Section: Discussionmentioning

confidence: 99%

Meet–Test–Treat for HCV management: patients’ and clinicians’ preferences in hospital and drug addiction services in Italy

et al. 2022

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Background It has been estimated that the incidence of chronic hepatitis C virus (HCV) will not decline over the next 10 years despite the improved efficacy of antiviral therapy because most patients remain undiagnosed and/or untreated. This study aimed to investigate the opinion of relevant target populations on the practicability, effectiveness and best modalities of the test-and-treat approach in the fight against HCV in Italy. Methods A survey was delivered to patients with HCV from the general population, patients from drug addiction services, hospital physicians and healthcare providers for drug addiction services. Results For both hospital clinicians and SerD HCPs, tolerability is shown as the most important feature of a suitable treatment. Time to treatment (the time from first contact to initiation of treatment) is deemed important to the success of the strategy by all actors. While a tolerable treatment was the main characteristic in a preferred care pathway for general patients, subjects from drug addiction services indicated that a complete Meet–Test–Treat pathway is delivered within the habitual care center as a main preference. This is also important for SerD HCPs who are a strong reference for their patients; hospital clinicians were less aware of the importance of the patient-HCP relationship in this process. Conclusion The health system is bound to implement suitable pathways to facilitate HCV eradication. A Meet–Test–Treat program within the drug addiction services may provide good compliance from subjects mainly concerned with virus transmission.

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Section: Discussionmentioning

confidence: 99%

Meet–Test–Treat for HCV management: patients’ and clinicians’ preferences in hospital and drug addiction services in Italy

et al. 2022

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“…We should be aware that we are dealing with Real World Data (RWD) [ 22 ]. Real World Data is data collected from routine, daily practice rather than research-focused Randomized Controlled Clinical Trials (RCTs).…”

Section: The Process Oriented Data Science Solution For Healthcarementioning

confidence: 99%

Building Process-Oriented Data Science Solutions for Real-World Healthcare

Fernández-Llatas

Martin

Johnson

et al. 2022

IJERPH

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The COVID-19 pandemic has highlighted some of the opportunities, problems and barriers facing the application of Artificial Intelligence to the medical domain. It is becoming increasingly important to determine how Artificial Intelligence will help healthcare providers understand and improve the daily practice of medicine. As a part of the Artificial Intelligence research field, the Process-Oriented Data Science community has been active in the analysis of this situation and in identifying current challenges and available solutions. We have identified a need to integrate the best efforts made by the community to ensure that promised improvements to care processes can be achieved in real healthcare. In this paper, we argue that it is necessary to provide appropriate tools to support medical experts and that frequent, interactive communication between medical experts and data miners is needed to co-create solutions. Process-Oriented Data Science, and specifically concrete techniques such as Process Mining, can offer an easy to manage set of tools for developing understandable and explainable Artificial Intelligence solutions. Process Mining offers tools, methods and a data driven approach that can involve medical experts in the process of co-discovering real-world evidence in an interactive way. It is time for Process-Oriented Data scientists to collaborate more closely with healthcare professionals to provide and build useful, understandable solutions that answer practical questions in daily practice. With a shared vision, we should be better prepared to meet the complex challenges that will shape the future of healthcare.

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Hepatitis C: Understanding factors that influence the physicians' treatment decisions

Cited by 2 publications

References 64 publications

Meet–Test–Treat for HCV management: patients’ and clinicians’ preferences in hospital and drug addiction services in Italy

Meet–Test–Treat for HCV management: patients’ and clinicians’ preferences in hospital and drug addiction services in Italy

Building Process-Oriented Data Science Solutions for Real-World Healthcare

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