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עמוד בית
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December 2021
Myroslav Lutsyk MD, Konstantin Gourevich MD, and Zohar Keidar MD

Background: For locally advanced rectal cancer patients a watch-and-wait strategy is an acceptable treatment option in cases of complete tumor response. Clinicians need robust methods of patient selection after neoadjuvant chemoradiation.

Objectives: To predict pathologic complete response (pCR) using computer vision. To analyze radiomic wavelet transform to predict pCR.

Methods: Neoadjuvant chemoradiation for patients with locally advanced rectal adenocarcinoma who passed computed tomography (CT)-based simulation procedures were examined. Gross tumor volume was examind on the set of CT simulation images. The volume has been analyzed using radiomics software package with wavelets feature extraction module. Statistical analysis using descriptive statistics and logistic regression was performed was used. For prediction evaluation a multilayer perceptron algorithm and Random Forest model were used.

Results: In the study 140 patients with II–III stage cancer were included. After a long course of chemoradiation and further surgery the pathology examination showed pCR in 38 (27.1%) of the patients. CT-simulation images of tumor volume were extracted with 850 parameters (119,000 total features). Logistic regression showed high value of wavelet contribution to model. A multilayer perceptron model showed high predictive importance of wavelet. We applied random forest analysis for classifying the texture and predominant features of wavelet parameters. Importance was assigned to wavelets.

Conclusions: We evaluated the feasibility of using non-diagnostic CT images as a data source for texture analysis combined with wavelets feature analysis for predicting pCR in locally advanced rectal cancer patients. The model performance showed the importance of including wavelets features in radiomics analysis.

August 2016
Daniel Hardoff MD, Assaf Gefen MA, Doron Sagi MA and Amitai Ziv MD

Background: Human dignity has a pivotal role within the health care system. There is little experience using simulation-based medical education (SBME) programs that focus on human dignity issues in doctor-patient relationships.

Objectives: To describe and assess a SBME program aimed at improving physicians’ competence in a dignifying approach when encountering adolescents and their parents.

Methods: A total of 97 physicians participated in 8 one-day SMBE workshops that included 7 scenarios of typical adolescent health care dilemmas. These issues could be resolved if the physician used an appropriate dignifying approach toward the patient and the parents. Debriefing discussions were based on video recordings of the scenarios. The effect of the workshops on participants’ approach to adolescent health care was assessed by a feedback questionnaire and on 5-point Likert score questionnaires administered before the workshop and 3 months after. 

Results: All participants completed both the pre-workshop and the feedback questionnaires and 41 (42%) completed the post-workshop questionnaire 3 months later. Practice and competence topics received significantly higher scores in post-workshop questionnaires (P < 0.001). A score of high to very high was given by 90% of physicians to the contribution of the workshop to participants understanding the dignifying approach, and by 70% to its influence on their communicative skills.

Conclusions: A one-day simulation-based workshop may improve physicians’ communication skills and sense of competence in addressing adolescents’ health care issues which require a dignifying approach toward both the adolescent patients and their parents. This dignity-focused methodology may be expanded to improve communication skills of physicians from various disciplines. 

 

March 2014
Avraham Unterman, Anat Achiron, Itai Gat, Oren Tavor and Amitai Ziv
 Background: Physicians are often insufficiently trained in bedside teaching and mentoring skills. Objectives: To develop, implement and assess a simulation-based training program designed to improve clinical teaching among physicians.

Methods: We developed a one-day tutor training program based on six simulated scenarios with video-based debriefing. The program's efficacy was assessed using questionnaires completed by the participating physicians and their students. Main outcome measures were self-perceived teaching skills at baseline, after participation in the program, and following completion of the tutor role. Secondary outcome measures were the students' perceptions regarding their tutor skills.

Results: Thirty-two physicians (mean age 35.5, 56% females) participated in the program. Self-assessment questionnaires indicated statistically significant improvement following the program in 13 of 20 measures of teaching skills. Additional improvement was observed upon completion of the tutor role, leading to significant improvement in 19 of the 20 measures. Questionnaires completed by their students indicated higher scores in all parameters as compared to a matched control group of tutors who did not participate in the program, though not statistically significant. Most participants stated that the program enhanced their teaching skills (88%), they implement program-acquired skills when teaching students (79%), and they would recommend it to their peers (100%). Satisfaction was similar among participants with and without previous teaching experience.

Conclusions: A novel one-day simulation-based tutor training program was developed and implemented with encouraging results regarding its potential to improve clinical teaching and mentoring skills. 

September 2013
S. Harnof, M. Hadani, A. Ziv and H. Berkenstadt
 Background: Communication skills are an important component of the neurosurgery residency training program. We developed a simulation-based training module for neurosurgery residents in which medical, communication and ethical dilemmas are presented by role-playing actors.

Objectives: To assess the first national simulation-based communication skills training for neurosurgical residents.

Methods: Eight scenarios covering different aspects of neurosurgery were developed by our team: 1) obtaining informed consent for an elective surgery, 2) discharge of a patient following elective surgery, 3) dealing with an unsatisfied patient, 4) delivering news of intraoperative complications, 5) delivering news of a brain tumor to parents of a 5 year old boy, 6) delivering news of brain death to a family member, 7) obtaining informed consent for urgent surgery from the grandfather of a 7 year old boy with an epidural hematoma, and 8) dealing with a case of child abuse. Fifteen neurosurgery residents from all major medical centers in Israel participated in the training. The session was recorded on video and was followed by videotaped debriefing by a senior neurosurgeon and communication expert and by feedback questionnaires.

Results: All trainees participated in two scenarios and observed another two. Participants largely agreed that the actors simulating patients represented real patients and family members and that the videotaped debriefing contributed to the teaching of professional skills.

Conclusions: Simulation-based communication skill training is effective, and together with thorough debriefing is an excellent learning and practical method for imparting communication skills to neurosurgery residents. Such simulation-based training will ultimately be part of the national residency program.

October 2006
H. Berkenstadt, A. Ziv, N. Gafni and A. Sidi
 Background: The Israeli Board of Anesthesiology Examination Committee added a simulation-based Objective Structured Clinical Evaluation (OSCE) component to the board examination process. This addition was made in order to evaluate medical competence and considers certain domains that contribute to professionalism. This unique and new process was in a need to be validated.

Objectives: To validate and evaluate the reliability and realism of incorporating simulation-based OSCE into the Israeli Board Examination in Anesthesia.

Methods: Validation was performed before the exam regarding Content Validity using the modified Delphi technique by members of the Task Force of the Israeli Board Examination Committee in Anesthesiology.

Results: The examination has been administered six times in the past 3 years to a total of 145 examinees. The pass rate ranged from 62% (trauma) to 91% (regional anesthesia). The mean inter-rater correlations for the total score (all items), for the Critical checklist items score, and for the Global (General) rating were 0.89, 0.86 and 0.76, respectively. The inter-correlations between the five OSCE stations scores were significant (P < 0.01) only between Trauma & Ventilation for the Total score (r = 0.32, n=63), and between Resuscitation & Regional and OR-crisis for the Global score (r = 0.42 and 0.27, n=64 and 104, respectively). The correlation between the OSCE examination score and the success rate at each of the eight different clinical domains of the oral board examination did not reach statistical significance. Most participants (70–90%) found the difficulty level of the examination stations reasonable to very easy. All major errors, which were identified in the initial two exam periods, disappeared later in the next two exam periods.

Conclusions: The exam has gradually progressed from being an optional part of the oral board examination to a prerequisite component of this test. Other anesthesiology programs or medical professions can adopt the model described here.

September 2003
E.L. Shabtai, M. Ben-Haim, D. Rosin, J. Kuriansky, E. Gazit, A. Ayalon and M. Shabtai

Background: An organ sharing system should achieve fairness and optimal graft longevity. Balancing between social and utilitarian considerations is a sensitive ethical, public and medical issue that requires a means to examine the consequences of any allocation policy or planned changes thereof.

Objective: To evaluate the performance and applicability of a computerized simulation model by examining the impact of two opposing organ allocation policies (social or utilitarian) on predicted organ distribution regarding age, waiting time, recipient sensitization measured by panel reactive antibody level and overall donor-recipient tissue matching (measured by the number of HLA antigen mismatches).

Methods: Using a computerized simulation model, virtual donors and recipients were emulated and organs were allocated according to either social algorithms or utilitarian policies. The resulting number of HLA mismatches, PRA[1], age, and waiting time distributions were compared between allocation strategies.

Results: Simulating allocation of 7,000 organs to 17,000 candidate recipients and implementing social policies yielded donor-recipient compatibility comparable to utilitarian policies (0–1 mm: 19.4% vs. 28%) while allocating 66.7% of organs to long waiters (>48 months).

Conclusion: This computerized simulation model is a valuable tool for decision-makers establishing or modifying organ allocation policies.






[1] PRA = panel reactive antibody


July 2002
Amir Vardi, MD, Inbal Levin, RN, Haim Berkenstadt, MD, Ariel Hourvitz, MD, Arik Eisenkraft, MD, Amir Cohen, MD and Amital Ziv, MD

With chemical warfare becoming an imminent threat, medical systems need to be prepared to treat the resultant mass casualties. Medical preparedness should not be limited to the triage and logistics of mass casualties and first-line treatment, but should include knowledge and training covering the whole medical spectrum. In view of the unique characteristics of chemical warfare casualties the use of simulation-assisted medical training is highly appropriate. Our objective was to explore the potential of simulator-based teaching to train medical teams in the treatment of chemical warfare casualties. The training concept integrates several types of skill-training simulators, including high tech and low tech simulators as well as standardized simulated patients in a specialized simulated setting. The combined use of multi-simulation modalities makes this maverick program an excellent solution for the challenge of multidisciplinary training in the face of the looming chemical warfare threat.

December 2000
Howard A. Schwid, MD
 Anesthesia simulators are rapidly becoming more preva­lent worldwide. Several types of anesthesia simulators utilizing a variety of technologies are available. High fidelity mannequin-based simulators, low fidelity screen-based simulators, and relatively inexpensive intermediate fidelity simulators have found applications in training, assessment of clinical competence, and research. A number of recent studies support the use of anesthesia simulators and may lead to widespread adoption of simulation in other fields of medicine.
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