scholarly journals Hybrid intelligent framework for automated medical learning

2021 ◽  
Author(s):  
Asma Belhadi ◽  
Youcef Djenouri ◽  
Vicente Garcia Diaz ◽  
Essam H. Houssein ◽  
Jerry Chun‐Wei Lin
Keyword(s):  
Kybernetes ◽  
2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mi Tang ◽  
Hongmei Zhou ◽  
Qingyan Yan ◽  
Ruoyu Li ◽  
Hui Lu

PurposeHealthcare employs informatics to offer its services through information technology where the social network can aid virtual medical learning. Since the usage of the internet and other electronic tools for medical services delivery is at the initial stage, it is essential to examine the factors that condition patients and medical elements in a virtual environment can develop relationship models on the health services. So, the authors have systematically reviewed virtual medical learning and offered some suggestions for the upcoming works. The authors have also discovered gaps in the state-of-the-art papers and provided solutions for them.Design/methodology/approachNumerous novel advancements have changed the old exercise of therapeutic and analytic learning. Virtual spaces have quickly turned into a section of the learning technology vision. Given the importance of its achievements and endless low-cost expansion of the educational system, virtual education has been considered as one of the issues raised by the information communities. Medicine and health are some of the most important fields in virtual technologies. Hence, in this paper, we have used a systematic literature review to deeply examine virtual medical learning. After establishing exclusion and inclusion criteria, an independent systematic search in Google Scholar, ACM, Scopus, Eric, Science Direct, Springer link, Emerald, Global ProQuest and IEEE for relevant studies have been performed, and 21 papers have been analyzed. Detailed data have been mined out of the papers.FindingsThe authors have found that virtual medical learning improves and expands the knowledge core and meaningfully affects the exercise. Virtual learning (VL) has been used in many therapeutic zones, like therapeutic learning, surgery, diagnosing, combining and regularizing processes. It has presented a fundamental access point and a referral mechanism for all of a course's component communities. It can also simplify communicative education, allowing learners to get abilities before applying them in a real-world situation. Also, the communicative characteristics of different VL programs can somehow be like direct teaching.Research limitations/implicationsSome excellent work may be removed owing to applying the filters to select the primary papers. Surveying all the documents on the topic of virtual medical learning is impossible, too. Nevertheless, the authors have tried to present a perfect survey of virtual medical learning. The results will be helpful for scholars to propose better virtual medical learning techniques.Practical implicationsE-learning has become an indispensable additional learning tool in medical education. The introduction of new learning technologies, the exponential growth of Internet usage and the advent of the World Wide Web can change the face of higher education. The results will be helpful for scholars for the upcoming works. The application of a literature review of partial least squares theory was useful for offering comprehensive literary coverage and completing the knowledge development analysis. The authors have backed scholars and experts for better understanding the development of virtual medical learning systems via presenting comparative data and scrutinizing the present advances.Originality/valueThe paper enhances intellectual knowledge by improving the conception of virtual medical learning. It informs the development, use of virtual medical learning and the upcoming works. The lack of comprehensive papers in this field has increased the importance of this paper. The present paper can handle the pace of publications.


2021 ◽  
Vol 21 (3) ◽  
pp. 151-163
Author(s):  
Mohd Shaiful Ehsan Shalihin ◽  
Nuria Syafira Abd Muttalib ◽  
Nur Syahirah Azmi ◽  
Zahra Najwa Mohd Zin

Comprehensive care towards geriatric health can be sustained by having good knowledge and attitude among the providers. Hence, this research aims to measure the knowledge and attitude of the final year medical students towards geriatric health and determine the associated factors. A cross-sectional study was conducted among the students using structured questionnaires of Geriatric-Attitude-Scale and Palmore-Facts-on-Aging-Quiz was used. Data was analysed using Mann Whitney U test, Chi square test and Spearman correlation coefficient analysis for the association between the score and studied variables. Median score of students’ knowledges is at 14.00 (IQR 13.00) and mean score for attitude is 48.52 (+5.53) respectively. Place of residence (P= 0.01) and presence of grandparents (P= 0.04) were the significant factors that affected knowledge of students towards geriatrics while number of siblings (P= 0.05) influenced attitudes of students towards geriatrics. Improvement of current geriatric curriculum should be done with more refined implementation of gerontology course in the basic medical learning.


2014 ◽  
Vol 3 (3) ◽  
pp. 231-258
Author(s):  
Diana Lin Awad Scrocco

Many scholars have argued that practicing medicine requires sophisticated rhetorical prowess (Loftus 2012; Pender 2005; Segal 2005, 2007). Although rhetorical theory can explain how novices learn to argue like experts, much work in the subfield of medical learning only implicitly draws on rhetorical notions (e.g., Barton & Eggly 2009; Heritage & Maynard 2006). This study examines conversations between faculty physician preceptors and resident physician trainees in an internal medicine clinic to consider the role of persuasion in teaching novices to argue like experts. Using Aristotelian topoi, I reveal how the common lines of argument underlying medical teaching and learning help novice and expert physicians explain concepts, elicit interpretations, and initiate deliberation. As they synthesize and rationalize medical information, they use antecedent-and-consequence, possible-and-impossible, authority, and testimonial topoi. This study of professional enculturation elucidates a rarely examined area of medical communication, potentially enabling preceptors to teach their tacit reasoning more explicitly to residents.


Author(s):  
Liana Stanescu ◽  
Dan Burdescu ◽  
Anca Ion ◽  
Andrei Panus ◽  
Ligia Florea

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