Using integrated problem- and lecture-based learning teaching modes for imaging diagnosis education

Application of artificial intelligence-assisted image diagnosis software based on volume data reconstruction technique in medical imaging practice teaching

BACKGROUND

In medical imaging courses, due to the complexity of anatomical relationships, limited number of practical course hours and instructors, how to improve the teaching quality of practical skills and self-directed learning ability has always been a challenge for higher medical education. Artificial intelligence-assisted diagnostic (AISD) software based on volume data reconstruction (VDR) technique is gradually entering radiology. It converts two-dimensional images into three-dimensional images, and AI can assist in image diagnosis. However, the application of artificial intelligence in medical education is still in its early stages. The purpose of this study is to explore the application value of AISD software based on VDR technique in medical imaging practical teaching, and to provide a basis for improving medical imaging practical teaching.

METHODS

Totally 41 students majoring in clinical medicine in 2017 were enrolled as the experiment group. AISD software based on VDR was used in practical teaching of medical imaging to display 3D images and mark lesions with AISD. Then annotations were provided and diagnostic suggestions were given. Also 43 students majoring in clinical medicine from 2016 were chosen as the control group, who were taught with the conventional film and multimedia teaching methods. The exam results and evaluation scales were compared statistically between groups.

RESULTS

The total skill scores of the test group were significantly higher compared with the control group (84.51 ± 3.81 vs. 80.67 ± 5.43). The scores of computed tomography (CT) diagnosis (49.93 ± 3.59 vs. 46.60 ± 4.89) and magnetic resonance (MR) diagnosis (17.41 ± 1.00 vs. 16.93 ± 1.14) of the experiment group were both significantly higher. The scores of academic self-efficacy (82.17 ± 4.67) and self-directed learning ability (235.56 ± 13.50) of the group were significantly higher compared with the control group (78.93 ± 6.29, 226.35 ± 13.90).

CONCLUSIONS

Applying AISD software based on VDR to medical imaging practice teaching can enable students to timely obtain AI annotated lesion information and 3D images, which may help improve their image reading skills and enhance their academic self-efficacy and self-directed learning abilities.

Application of integrated problem-based learning combined with lecture-based classroom teaching in undergraduate medical education: An effective teaching model in a Medical School in China

The problem-based learning (PBL) is increasingly used in undergraduate education. However, the application of integrated PBL to medical undergraduate education has not been well assessed. An observational study was designed to compare integrated PBL combined with lecture-based classroom (LBC) with traditional LBC teaching in 2 semesters of a Medical School in China. This study was conducted from March 2021 to July 2022. A total of 118 undergraduates majoring in clinical medicine were randomly allocated in 2 groups, 1 group receiving the integrated PBL + LBC teaching (experimental group, n = 60) and another group receiving LBC teaching (control group, n = 58). The experimental group attended the integrated PBL courses for the basic and clinical medicine conducted in the 6th and 8th semesters, respectively, as well as taking the LBC courses. The experimental group was required to preview the course materials before class, make presentations in class and take online feedback questionnaires after class, while the control group was required to preview the textbooks and listen to the traditional LBC courses. The students' scores of these 2 groups were compared, and feedback questionnaires were performed to evaluate the effectiveness of the experimental group over the control group. Results showed that the experimental group scored significantly higher than the control group in Clinical Skills (95% confidence interval [CI] 4.19-5.89), Internal Medicine I (95% CI: 1.85-9.93), Internal Medicine II (95% CI: 8.07-15.90), Introduction to Surgery (95% CI: 5.08-10.25), Surgery (General Surgery) (95% CI: 7.82-12.72), Surgery (Specialty) (95% CI: 6.47-9.97), and Clinical Medical Level Test (95% CI: 1.60-5.15) (all P < .01). In the feedback questionnaires of integrated PBL, up to 80% and 90% of students were satisfied with the teaching methods and lecturers, respectively. More than 80% of students agreed that the integrated PBL improved their abilities to learn independently, understand knowledge, and to raise, analyze and solve problems. In terms of stress in and out of class, a small number of students, <36.7%, felt stressed. The integrated PBL combined with LBC is an effective teaching approach, which may provide new ideas for teaching research and reform on undergraduate medical education in clinical medicine specialty and other medical majors.

A Deliberate Practice-Based Ultrasound Training Program for Fetal Palate Screening Using a Sequential Sector Scan Through the Oral Fissure

OBJECTIVES

To introduce an ultrasound training program for fetal palate screening by using a sequential sector scan through the oral fissure to train less experienced doctors and to investigate its effectiveness.

METHODS

Twenty doctors and several women at approximately 20-28 weeks of gestation with singleton pregnancies who provided informed consent were enrolled. The training program consisted of theory and practice training, several tests, and two surveys. Trainees were tested before training and immediately after training; for the latter, each item with a score that was less than 60% of the full score was again used for training with a reconstructed plan. Finally, a post-training test was completed.

RESULTS

The median theory scores, median practice scores, median language competence scores, and median self-assessment scores all increased significantly from the pre-training to post-training tests (P < .01). The median completion time for fetal palate scans decreased significantly from the pre-training to post-training tests (P < .01). The median questionnaire scores were 5.00 for pragmatism, 4.00 for content, 4.00 for scientific nature, and 5.00 for effectiveness.

CONCLUSIONS

The training program for fetal palate screening can effectively standardize and improve doctors' scans for fetal palates. In addition, the program feasibly allows for the incorporation of the scan sequence into fetal palate screening.

Application of SPARK teaching in acute abdomen radiography teaching for undergraduate medical students

BACKGROUND

Acute abdomen is a series of acute and severe abdominal diseases commonly encountered in clinic. It is important to strengthen the image teaching of acute abdomen for undergraduates.

AIM

This study aimed to explore the application effect of SPARK[sub-speciality (S), problem-based learning (P), assessment (A), report (R) and reading skill (K)] teaching mode in the experimental teaching of acute abdomen for undergraduate medical students.

METHODS

We selected a total of 58 third year medical students for observation. The students were divided into experimental group and control group. Among them, 29 students in the experimental group studied in SPARK teaching mode, 29 students in the control group studied in traditional teaching mode. The two groups of students were tested after the theory class, before and after the experimental class, and one week after the experimental class, to compare the application effects of the two teaching modes. After the test one week after the experimental class, the two groups of students jointly adopted SPARK mode to learn, and were tested again one month after the experimental class to compare whether the two groups of students achieved the same results. The total score of all tests was 150.

RESULTS

The average scores of the experimental group and the control group after theory class were (69.0 ± 26.4) and (72.1 ± 24.1) respectively, with no statistical difference (t = 0.468, P = 0.642). The average scores of the experimental group before, after and one week after the experimental class were higher than those of the control group. The experimental group was (84.5 ± 23.1), (109.7 ± 23.8), (105.5 ± 31.0) respectively, and the control group was (52.8 ± 15.1), (93.8 ± 17.0), (80.0 ± 22.8) respectively. The differences were statistically significant (t = -6.195, P = 0.00; t = -2.919, P = 0.05; t = -3.569, P = 0.01). The average scores of the experimental group and the control group after one month were (99.0 ± 31.0) and (95.5 ± 25.6) respectively, and there was no significant difference between the two groups (t = -0.462, P = 0.646).

CONCLUSIONS

The SPARK teaching mode was helpful for undergraduate medical students to consolidate image foundation, improve image reading skills.

Five ways for facilitators to get a grip on small group learning

Successful groups do not happen by chance, and they do not depend solely or even mainly on the interpersonal skills of the group members. Cooperative learning (CL) theory tells us that small groups are successful when facilitators structure and organize the small group to include each one of the five elements of cooperative learning. In this article, we have described each of these five elements as a way to get a grip on small group learning: positive interdependence, promotive interaction, group and individual accountability, interpersonal and small group skills, and group processing. To help our readers remember the five key elements of CL, the five ways to get a grip on small group facilitation, we have created an infographic.

Problem-based or lecture-based learning, old topic in the new field: a meta-analysis on the effects of PBL teaching method in Chinese standardized residency training

BACKGROUND

Standardized residency training (SRT) is crucial for graduate medical education and the training of high-quality doctors. Nevertheless, China started SRT nationwide only in the recent decade. During these years, researchers have been searching for suitable teaching methods to improve the abilities of residents. Although the problem-based learning (PBL) teaching mode has been applied in undergraduate teaching for many years, the teaching effect of PBL has not been unified in Chinese SRT according to the core competences of the residents.

METHODS

Studies that compared the teaching effect of PBL and lecture-based learning (LBL) on SRT in China from January 2010 to April 2020 in the Chinese databases, such as China National Knowledge Infrastructure (CNKI), WanFang, WeiPu, Chinese BioMedical Literature (CBM), and English-language online databases, such as PubMed, Embase, and Cochrane Library were systematically reviewed. Data were analyzed using the Stata version 12.0 software.

RESULTS

A total of 75 articles (76 studies) were included in this meta-analysis. Compared with LBL group, PBL-based methods are more effective in the mastery of medical theory knowledge (WMD = 7.14, 95% CI: 5.93-8.34), operational skills (WMD = 6.54, 95% CI: 4.55-8.53), analysis and diagnosis of cases (WMD = 8.52, 95% CI: 7.50-9.53), and overall capacity (WMD = 8.70, 95% CI: 6.87-10.53), but showed no advantage on operational skills in diagnostic imaging (WMD = 1.30, 95% CI: -0.11-2.71). The questionnaire surveys analyzed in this meta-analysis indicated the positive effects of PBL on the mastery of theoretical knowledge, clinical diagnostic thinking, teamwork ability, ability to analyze and solve problems, ability to consult documents, learning interest and learning efficiency, but that there were no advantages in improving self-directed learning ability, communication ability and hands-on ability. The questionnaire result analyzed in this meta-analysis also showed the residents' satisfaction with PBL-based strategies.

CONCLUSIONS

Taken together, the current meta-analysis provides a systematic and comprehensive analysis on PBL teaching mode in Chinese SRT and outlines a path for further research on the detailed design of suitable teaching methods for different specialties and abilities.

A Systematic Review of Integrated Learning Definitions, Frameworks, and Practices in Recent Health Professions Education Literature

International curricular redevelopment and quality improvement efforts include integration within and across disciplines as a focal point. Definitions and applications of the term ‘integration’ vary routinely in health professions education literature, weakening opportunities to enhance our educational practice through collaborative, interprofessional knowledge-sharing. This systematic review examined recent health professions education literature for reported definitions, theories or frameworks, and educational activities around integrated learning, education, curricula, or teaching. A total of 35 articles representing learners from 12 different health professions, between 2017 and 2021, were analyzed through a literature search of seven databases: PubMed, Scopus, CINAHL, JSTOR, the Cochrane Library, LGBTQ + Life, and ERIC. Full-text retrieval and data extraction of the included studies were conducted. Of the 35 articles reviewed, 13 included explicit definitions of integration (an additional six alluded to a definition), 19 referred to an educational theory or framework used to guide integration design efforts, and 27 mentioned teaching methods by which integration was implemented. Misunderstanding what is meant by integrated, how others have planned for it, or how others have sought to bring it about practically, all threaten attempts to improve the cultivation of health professionals as integrated thinkers and holistic care providers.

The Effects of Sequencing Strategies in Teaching Methods on Nursing Students’ Knowledge Acquisition and Knowledge Retention

Background: No existing research has determined which teaching sequence strategy is the best for nursing students. Purpose: To find out which sequence is most effective in knowledge acquisition and knowledge retention and to further verify knowledge acquisition between problem-based learning (PBL) and lecture-based learning (LBL). Methods: This was a quasi-experimental design with a comparison of two nursing student groups selected from students in their final program year who were invited to participate. Generalized estimating equation was used to compare Group I (LBL-PBL-clinical practicum) and Group II (PBL-LBL-clinical practicum) by using knowledge acquisition and knowledge retention as outcome variables. Findings: Fifty-six senior students joined this study. Group I was significantly better than Group II on both knowledge acquisition (β = 7.05, p = 0.04) and knowledge retention (β = 9.40, p = 0.03). Discussion: The sequence of LBL-PBL-clinical practicum or policy of allowing practicum and courses in the same semester might be the best strategy to enhance knowledge retention.

An exploratory study on the mode and method of general education and training for general practice undergraduates: a narrative review

Objective

To learn from the experience of foreign general practice education mode, and to exploratory study on the mode and method of general education and training for general practice undergraduates in China.

Background

The rise of general practice medicine addresses the lack of holistic attention to patients in specialist medicine. General practice education is an important means of training general practice skills, but the development of general practice education in China is not yet matured.

Methods

By using the method of comparative education, taking the United States, Australia, France and Britain as examples. This article makes a comparative analyzes the status of general practice education in foreign countries and discusses the development of undergraduate general practice education in China from four perspectives: national policy, teacher resources, curriculum system, and education training modes.

Conclusions

The four countries attach great importance to general practice education, with mature training methods, registered practice and continuing education. It is hoped that this article can establish and improve the policy system for the development of general subject teachers and optimize the inclusive, assessment and evaluation system of general practice teachers. In addition, more attention should be paid to general practice scientific research to create a teaching team with high standards, high quality, and high scientific research literacy and to form standardized scientific teaching methods that promote the development of general medicine education and training through high-quality teaching experiences. In addition, more attention should be paid to general practice scientific research to create a teaching team with high standards, high quality, and high scientific research literacy and to form standardized scientific teaching methods that promote the development of general medicine education and training through high-quality teaching experiences.

Micro-habits for life-long learning

Radiology is a demanding career that requires a thorough understanding of evolving knowledge in both medical imaging and technology. Competing interests such as-familial obligations, clinical practice, committee meetings, and research projects-often leave little time for self-care and regular review of current medical literature. Healthy habits can be difficult to maintain, but micro-habits are more manageable and their benefits compound over time. Based on the book, Atomic Habits by James Clear, we discuss a micro-habit toolkit which includes: a two-minute rule, habit-stacking, environmental cues, task prioritization/automatization, habit tracking, and accountability. We offer practical suggestions for radiologists to incorporate this toolkit into their daily lives to become healthy life-long learners.