Decision-Making Process in Colon Disease and Crohn’s Disease Treatment

Dardzińska, Agnieszka; Kasperczuk, Anna

doi:10.2478/ama-2018-0035

Cited by 4 publications

(4 citation statements)

References 13 publications

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“…Dardzinska and Kasperczuk ( 16 )—This research met the inclusion criteria of “Focused on IBD,” “Focused on the patient,” and “Involved technology related to chatbot, ML, or AI.”…”

Section: Resultsmentioning

confidence: 99%

“…The other relevant finding in the literature was a growing body of how ML algorithms are being applied to EMRs and how it is changing the accuracy of the data collected (16,(36)(37)(38). With reference to this scenario, as seen in the Introduction section, the ML framework can be used in digital tools as a conversational agent.…”

Section: Discussion Of Principal Findings Ai or ML With Multi-omics-a...mentioning

confidence: 99%

“…This is because the research team considered that these articles revealed an interesting and detailed technological approach regarding new IBD strategies for patients' behavioral changes. These three articles are as follows: (a) “Challenges in using real-world clinical practice records for validation of clinical trial data in Inflammatory Bowel Disease: Lessons learned” ( 15 ); (b) “Decision-making process in colon disease and Crohn's disease treatment” ( 16 ); and (c) “Digital health apps in the clinical care of Inflammatory Bowel Disease: Scoping review” ( 17 ).…”

Section: Methodsmentioning

confidence: 99%

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How Far Can Conversational Agents Contribute to IBD Patient Health Care—A Review of the Literature

Pernencar

Saboia

Dias

2022

Front. Public Health

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Modern societies are facing health and healthcare challenges as never seen before. The digital world in which we are living today considers digital health interventions such as “internet-delivered” therapy (e-Therapy) or mobile apps as an integrated part of healthcare systems. Digital transformation in health care requires the active involvement of patients as the central part of healthcare interventions. In the case of chronic health conditions, such as inflammatory bowel disease (IBD), it is believed that the adoption of new digital tools helps to maintain and extend the health and care of patients, optimizing the course of the treatment of the disease. The study goal was to undertake a literature review associating the use of chatbot technology with IBD patients' health care. This study intends to support digital product developments, mainly chatbot for IBD or other chronic diseases. The work was carried out through two literature review phases. The first one was based on a systematic approach and the second was a scoping review focused only on Frontiers Journals. This review followed a planned protocol for search and selection strategy that was created by a research team discussion. Chatbot technology for chronic disease self-management can have high acceptance and usability levels. The more interaction with a chatbot, the more patients are able to increase their self-care practice, but there is a challenge. The chatbot ontology to personalize the communication still needed to have strong guidelines helping other researchers to define which Electronic Medical Records (EMRs) should be used in the chatbots to improve the user satisfaction, engagement, and dialog quality. The literature review showed us both evidence and success of these tools in other health disorders. Some of them revealed a huge potential for conversational agents as a part of digital health interventions.

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Section: Resultsmentioning

confidence: 99%

Section: Discussion Of Principal Findings Ai or ML With Multi-omics-a...mentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

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How Far Can Conversational Agents Contribute to IBD Patient Health Care—A Review of the Literature

Pernencar

Saboia

Dias

2022

Front. Public Health

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“…Undoubtedly, it will deepen current knowledge about UC as well as CD. Answers to many bothering doctors may bring methods of knowledge exploration from databases [10][11][12][13][14][15]. For this reason, the methods of data mining in combination with statistical methods in the analysis of medical data of patients covered by the disorder were used in the work.…”

Section: Article Info Abstractmentioning

confidence: 99%

Differentiating Crohn’s Disease from Ulcerative Colitis - New Factors

Kasperczuk

Dardzińska

2019

BJSTR

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Crohn's disease (CD) and ulcerative colitis (UC) have been known to physicians for decades. Unfortunately, so far there are many unknowns regarding CD and UC. There are numerous descriptions of clinical cases, different locations of disease symptoms, and descriptions of symptoms located both in the gastrointestinal tract and symptoms accompanying the disease.All this information sheds light on the etiology of inflammatory bowel disease (IBD) do not completely resolve their complexity. An analysis of the literature presented in the work indicates that the characteristics of diseases are often unambiguous. This contributes to the fact that IBD diagnostics are often difficult and create many problems [1][2][3]. Despite many years of research on inflammatory bowel diseases, they are still of interest to scientists today. Nonspecific inflammatory bowel disease is a term referring to chronic and recurrent gastrointestinal disease. A number of clinical symptoms distinguish between CD and UC, whose clinical picture is relatively diverse. However, in many cases the diagnosis is not straightforward, which contributes to the interest of researchers worldwide in the disorders under discussion. The inflammatory changes in the course of UC are continuous and limited to the mucous membrane of the large intestine. UC-related inflammation usually involves the mucosa and submucosa usually begins in the rectum and spread proximal to the colon. The affected tissue is swollen, with the presence of erosions and ulcers, which lead to spontaneous bleeding.In most cases, UC initially occurs smoothly, with worsening symptoms within a few weeks. It happens, however, that the disease begins suddenly and goes very quickly. In such cases, due to the lack of the effect of conservative treatment, surgical treatment is already implemented in the early stages of the disease. However, in most cases, after the first shot of the disease, it goes into remission, after which it becomes more severe again. Such continuous conditions of illness and remission may last even several dozen years [1,2]. In the case of CD, the condition most often includes the small intestine and caecum, which accounts for 40% of cases, only small intestine (30% of patients) and only large intestine (25% of cases). In situations where only the large intestine is covered, two forms of the disease are recognized. The first one concerns about two thirds of cases and consists in taking the entire length of the large intestine with the disease state, while the second involves the occurrence of staple

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Automatic system for IBD diagnosis

Kasperczuk

Dardzińska

2021

Procedia Computer Science

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Decision-Making Process in Colon Disease and Crohn’s Disease Treatment

Cited by 4 publications

References 13 publications

How Far Can Conversational Agents Contribute to IBD Patient Health Care—A Review of the Literature

How Far Can Conversational Agents Contribute to IBD Patient Health Care—A Review of the Literature

Differentiating Crohn’s Disease from Ulcerative Colitis - New Factors

Automatic system for IBD diagnosis

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