Novice Surgeons Research Articles

RELATIONSHIP BETWEEN SURGEON'S PHYSIOLOGICAL AND KINEMATIC PARAMETERS AND THE QUALITY OF SURGICAL PERFORMANCE AND WORKLOAD IN LAPAROSCOPIC TRAINING

Abstract INTRODUCTION This study presents the first steps and results towards the development of a system for predicting the quality of surgical performance and workload in laparoscopic training. MATERIAL AND METHODS Surgeons wore a smartwatch which recorded their heart rate and hand motion during each laparoscopic procedure. Data was then correlated with both the Surgery Task Load Index (SURG-TLX) subjective questionnaire and the Global Operational Assessment of Laparoscopic Skills (GOALS) objective evaluation tool. Statistical analysis was conducted in order to study the relationship between parameters and to compare the results according to the surgeons’ level of experience. RESULTS Nine laparoscopic surgeons participated in this study, five gynecologists and four digestive surgeons. Gynecological surgeons showed a positive correlation between their level of experience, heart rate, hand motion, and GOALS score, except for bimanual dexterity. The reduction in the variability of hand accelerations led to improved tissue handling. Digestive surgeons showed a negative correlation between their level of experience and the reported temporal demand and complexity of the procedure. Novice digestive surgeons reported increased workload during surgery, mainly in mental, physical, and temporal workload. In both surgical specialties, it was observed that reduction in surgical workload was associated with improved GOALS score. CONCLUSIONS Preliminary results showed that bimanual dexterity is independent of the experience of gynecological surgeons. During laparoscopic surgical procedures, reduced variability in hand accelerations leads to better tissue manipulation. In addition, in gynecological and upper gastrointestinal procedures, reduced surgical workload is associated with improved surgical performance.

Surgeons' Preference for Off-Pump or On-Pump Coronary Artery Bypass Grafting Surgery.

Surgeon's preference is an important factor in clinical strategy for off-pump (OPCAB) or on-pump (ONCAB) coronary artery bypass graft (CABG) surgery. This study analyzed surgeons' understanding of and propensity for both techniques. A survey was performed by self-reported questionnaire. Two sections were included: Q1 questionnaire investigated each surgeon's opinion on the indications of OPCAB and ONCAB; and Q2 questionnaire investigated each surgeon's choice of OPCAB or ONCAB in different clinical situations. The questionnaires were sent to 169 surgeons. In Q1, 71.2% of surgeons indicated that the degree of overlap between the indications of OPCAB and ONCAB is >70%; 55.1% believed that OPCAB had a wider scope of indications than ONCAB, and 35.3% believed that ONCAB had a wider scope of indications than OPCAB. In Q2, >70% of surgeons who responded chose OPCAB for patients with the following characteristics: high risk of stroke, renal dysfunction, pulmonary dysfunction, malignancy, clotting and coagulation disorders, or age ≥80 years. More than 57.5% of surgeons chose ONCAB for patients with poor target vessels or ventricular enlargement and dysfunction. For novice surgeons, 87.5% of surgeons chose ONCAB. Most surgeons surveyed agreed that OPCAB and ONCAB are suitable for most patients; however, surgeons' preference for ONCAB or OPCAB varied. Surgeons are more willing to choose ONCAB in the presence of complicated heart conditions and OPCAB in the presence of serious concomitant diseases.

662 Tool-tissue Forces in Surgery: A Systematic Review

Abstract Introduction Excessive tool-tissue interaction forces in surgery may result in tissue damage and intraoperative complications, while insufficient forces prevent the completion of the task. Method A systematic review of studies exploring tool-tissue forces applied during surgery was performed in accordance with PRISMA guidelines. Results 45 studies discussing tool-tissue forces during surgical procedures or tasks were included. Mean forces per speciality were as follows: ophthalmology (0.04N), vascular (0.7N), neurosurgery (0.68N), cardiothoracic surgery (1.5N), general surgery (4.7N), otorhinolaryngology (8.5N), obstetrics & gynaecology (mean 8.7N), urology (9.8N) and orthopaedic surgery (210N). Senior surgeons applied 25% less force than novice surgeons, and feedback (haptic, visual or audio) reduced force application by 40% - across specialities and tasks. Nervous tissue required the least amount of force to manipulate (0.4N, n = 17), followed by epithelial (3.8N, n = 18), muscle (4.1N, n = 4) and connective tissue (45.8, n = 10). For manoeuvres, retraction-with-grasping recorded the highest forces (3.65N, n = 13), whilst vessel clamping recorded the lowest (0.5N, n = 2). Conclusions The measurement of tool-tissue forces is a novel but rapidly expanding field. Knowledge of the safe range of surgical forces will improve surgical safety whilst maintaining effectiveness. Measuring surgical forces may provide an objective metric for training and assessment. Development of smart instruments, robotics and integrated feedback systems will facilitate this.

845 Flattening the Learning Curve: The Evaluation of Extended Laparoscopic Simulation Training for Novice Surgeons

Abstract Introduction Associated with faster postoperative recovery, reduced length of hospital stays and scarring; laparoscopy has become the favoured approach for many surgical procedures across a range of specialties. However, due to its challenging learning curve, it has also been associated with increased theatre time and higher complication rates. Method A prospective, observational study with box trainers was carried out by novice medical students and trainees to evaluate the efficacy of long duration courses on skill acquisition. The novice group undertook a 5-week curriculum composed of lectures, demonstrations and spaced timed-assessments involving 3 tasks: hoop placement, stacking of sugar cubes and surgical cutting. Results Time taken for novice participants to complete a task individually and collectively improved markedly from the first to the third attempt, with an overall 44% reduction in time observed over the 5-weeks. We invited back 6 novice participants and 6 core surgical trainees after 4-weeks to complete the same tests. There was a further 18% time improvement in the novice group, with 44% faster task completion. Conclusions Given the success of this study and other simulation courses reported in the literature, we recommend more courses adopt a spaced-out approach; and a simulation curriculum for surgical trainees to cultivate greater skill acquisition.

Quantitative fluorescence angiography aids novice and experienced surgeons in performing intestinal resection in well-perfused tissue

BackgroundAnastomotic leakage (AL) after gastrointestinal resection is a devastating complication with huge consequences for the patient. As AL is associated with poor blood supply, tools for objective assessment of perfusion are in high demand. Indocyanine green angiography (ICG-FA) and quantitative analysis of ICG-FA (q-ICG) seem promising. This study aimed to investigate whether ICG-FA and q-ICG could improve perfusion assessment performed by surgeons of different experience levels.MethodsThirteen small bowel segments with a varying degree of devascularization, including two healthy sham segments, were constructed in a porcine model. We recruited students, residents, and surgeons to perform perfusion assessment of the segments in white light (WL), with ICG-FA, and after q-ICG, all blinded to the degree of devascularization.ResultsForty-five participants fulfilled the study (18 novices, 12 intermediates, and 15 experienced). ICG and q-ICG helped the novices correctly detect the healthy bowel segments to experienced surgeons’ level. ICG and q-ICG also helped novice surgeons to perform safer resections in healthy tissue compared with normal WL. The relative risk (RR) of leaving ischemic tissue in WL and ICG compared with q-ICG, even for experienced surgeons was substantial, intermediates (RR = 8.9, CI95% [4.0;20] and RR = 6.2, CI95% [2.7;14.1]), and experienced (RR = 4.7, CI95% [2.6;8.7] and RR = 4.0, CI95% [2.1;7.5]).ConclusionQ-ICG seems to guide surgeons, regardless of experience level, to safely perform resection in healthy tissue, compared with standard WL. Future research should focus on this novel tool’s clinical impact.

Rate of Orientation Change as a New Metric for Robot-Assisted and Open Surgical Skill Evaluation

Surgeons' technical skill directly impacts patient outcomes. To date, the angular motion of the instruments has been largely overlooked in objective skill evaluation. To fill this gap, we have developed metrics for surgical skill evaluation that are based on the orientation of surgical instruments. We tested our new metrics on two datasets with different conditions: (1) a dataset of experienced robotic surgeons and nonmedical users performing needle-driving on a dry lab model, and (2) a small dataset of suturing movements performed by surgeons training on a porcine model. We evaluated the performance of our new metrics (angular displacement and the rate of orientation change) alongside the performances of classical metrics (task time and path length). We calculated each metric on different segments of the movement. Our results highlighted the importance of segmentation rather than calculating the metrics on the entire movement. Our new metric, the rate of orientation change, showed statistically significant differences between experienced surgeons and nonmedical users / novice surgeons, which were consistent with the classical task time metric. The rate of orientation change captures technical aspects that are taught during surgeons' training, and together with classical metrics can lead to a more comprehensive discrimination of skills.

Management of Infraorbital Rim Fracture Through Intraoral Approach.

The aim of our study was to evaluate the feasibility of an intraoral approach in the management of infraorbital rim fracture. A total of 12 patients of which four were female and five were male with isolated unilateral zygomaticomaxillary complex (ZMC) fractures, essentially involving the infraorbital foramen (right or left), were included in this study. Indications for surgical intervention were cosmetic deformity, disturbance of vision, persistent paresthesia, or impaired mandibular movement. All the patients were subjected to thorough preoperative evaluation. A three-point fixation was performed in all the patients. Various parameters such as time required for exposure and the amount of accessibility were assessed intraoperatively, while the stability of the fixation and paresthesia pertaining to the distribution of the infraorbital nerve were assessed postoperatively. A total of 12 patients with a mean age of 35.75 ± 12.7years were included in the study. The mean time recorded for exposure and fixation was 21.33 ± 2.8min. The accessibility was rated as "excellent" in 92% (11 patients) of the operated cases and rated "satisfactory" in 8% (1 patient) of the operated cases. The fixation was found to be stable in 100% of the cases. By the end of 8 months, normal mechanoreceptor response was elicited in 42% (five patients) of the cases and normal nocireceptor response was elicited in 92% (11 patients) of the cases. The intraoral approach for fixation of the infraorbital rim is versatile and can be mastered even by novice surgeons. The virtual lack of complications and short learning curve make this approach an invincible modus operandi in a surgeon's repertoire.

Calibration of surgical tools using multilevel modeling with LINEX loss function: Theory and experiment.

Quantifying the tool–tissue interaction forces in surgery can be used in the training process of novice surgeons to help them better handle surgical tools and avoid exerting excessive forces. A significant challenge concerns the development of proper statistical learning techniques to model the relationship between the true force exerted on the tissue and several outputs read from sensors mounted on the surgical tools. We propose a nonparametric bootstrap technique and a Bayesian multilevel modeling methodology to estimate the true forces. We use the linear exponential loss function to asymmetrically penalize the over and underestimation of the applied forces to the tissue. We incorporate the direction of the force as a group factor in our analysis. A weighted approach is used to account for the nonhomogeneity of read voltages from the surgical tool. Our proposed Bayesian multilevel models provide estimates that are more accurate than those under the maximum likelihood and restricted maximum likelihood approaches. Moreover, confidence bounds are much narrower and the biases and root mean squared errors are significantly smaller in our multilevel models with the linear exponential loss function.

Construct validation of a 3D printed neonatal thoracoscopic simulator: Can it measure expertise?

Backgroundacquiring technical expertise for neonatal thoracoscopy is challenging. To address this, we designed a fully synthetic thoracoscopic simulator for which we established its construct validity. Methodsthree thoracoscopic tasks were assessed: ring transfer, needle pass and incision of a blind upper esophageal pouch (EA cut). Participants watched instructional videos with accompanying written instructions for each task before having their attempt video recorded. All tasks were marked by three blinded pediatric surgeons using a modified Objective Structured Assessment of Technical Skills (OSATS). Scores were assessed using appropriate statistical analysis and inter-rater reliability was analyzed by interclass correlation coefficient (ICC). Results23 participants completed the ring transfer and needle pass and 21 the EA cut: 5 experts (consultant surgeons), 5 intermediate (registrars on a training program) and 13 novices (medical students, house surgeons or non-training registrars). All three tasks distinguished between novice and intermediate/expert (ring transfer p = 0.00001, needle pass p = 0.0004 and EA cut p = 0.0014, respectively). Interrater reliability was good for ring transfer and needle pass but poor for EA cut. Conclusionthe tasks distinguished between novice and intermediate/expert but not between expert and intermediate. In needle pass and EA cut, there was a trend for the experts to score higher than intermediate participants. Ring transfer and needle pass tasks achieved construct validity, had good interrater reliability and were found to be useful in assessing a novice surgeon's progression towards the intermediate level. Distinguishing between intermediate and expert may require assessment of more complex tasks such as intracorporeal suturing and tying. Level of evidenceII

Simulation of Cerebrospinal Fluid Leak Repair Using a 3-Dimensional Printed Model.

Acquiring proficiency for the repair of a cerebrospinal fluid (CSF) leak is challenging in great part due to its relative rarity, which offers a finite number of training opportunities. The purpose of this study was to evaluates the use of a 3-dimensional (3D) printed, anatomically accurate model to simulate CSF leak closure. Volunteer participants completed two simulation sessions. Questionnaires to assess their professional qualifications and a standardized 5-point Likert scale to estimate the level of confidence, were completed before and after each session. Participants were also queried on the overall educational utility of the simulation. Thirteen otolaryngologists and 11 neurosurgeons, met the inclusion criteria. A successful repair of the CSF leak was achieved by 20/24 (83.33%), and 24/24 (100%) during the first and second simulation sessions respectively (average time 04:04 ± 1.39 and 02:10 ± 01:11). Time-to-close-the-CSF-leak during the second session was significantly shorter than the first (p < 0.001). Confidence scores increased across the training sessions (3.3 ± 1.0, before the simulation, 3.7 ± 0.6 after the first simulation, and 4.2 ± 0.4 after the second simulation; p < 0.001). All participants reported an increase in confidence and believed that the model represented a valuable training tool. Despite significant differences with varying clinical scenarios, 3D printed models for cerebrospinal leak repair offer a feasible simulation for the training of residents and novice surgeons outside the constrictions of a clinical environment.

Simulation-based VATS resection of the five lung lobes: a technical skills test.

Video-Assisted Thoracoscopic Surgery (VATS) lobectomy is an advanced procedure and to maximize patient safety it is important to ensure the competency of thoracic surgeons before performing the procedure. The objective of this study was to investigate validity evidence for a virtual reality simulator-based test including multiple lobes of the lungs. VATS experts from the department of Cardiothoracic Surgery at Rigshospitalet, Copenhagen, Denmark, worked with Surgical Science (Gothenburg, Sweden) to develop VATS lobectomy modules for the LapSim® virtual reality simulator covering all five lobes of the lungs. Participants with varying experience in VATS were recruited and classified as either novice, intermediate, or experienced surgeons. Each participant performed VATS lobectomy on the simulator for three different randomly chosen lobes. Nine predefined simulator metrics were automatically recorded on the simulator. Twenty-two novice, ten intermediate, and nine experienced surgeons performed the test resulting in a total of 123 lobectomies. Analysis of Variances (ANOVA) found significant differences between the three groups for parameters: blood loss (p < 0.001), procedure time (p < 0.001), and total instrument path length (p = 0.03). These three metrics demonstrated high internal consistency and significant test-retest reliability was found between each of them. Relevant pass/fail levels were established for each of the three metrics, 541ml, 30min, and 71m, respectively. This study provides validity evidence for a simulator-based test of VATS lobectomy competence including multiple lobes of the lungs. The test can be used to ensure basic competence at the end of a simulation-based training program for thoracic surgery trainees.

Comparison between Novice and Experienced Surgeons Performing Corrective Osteotomy with Patient-Specific Guides in Dogs Based on Resulting Position Accuracy.

Corrective osteotomy has been applied to realign and stabilize the bones of dogs with lameness. However, corrective osteotomy for angular deformities requires substantial surgical experience for planning and performing accurate osteotomy. Three-dimensional printed patient-specific guides (3D-PSGs) were developed to overcome perioperative difficulties. In addition, novices can easily use these guides for performing accurate corrective osteotomy. We compared the postoperative results of corrective osteotomy accuracy when using 3D-PSGs in dogs between novice and experienced surgeons. We included eight dogs who underwent corrective osteotomy: three angular deformities of the radius and ulna, three distal femoral osteotomies, one center of rotational angle-based leveling osteotomy, and one corrective osteotomy with stifle arthrodesis. All processes, including 3D bone modeling, production of PSGs, and rehearsal surgery were carried out with computer-aided design software and a 3D-printed bone model. Pre- and postoperative positions following 3D reconstruction were evaluated by radiographs using the 2D/3D registration technique. All patients showed clinical improvement with satisfactory alignment and position. Postoperative accuracy evaluation revealed no significant difference between novice and experienced surgeons. PSGs are thought to be useful for novice surgeons to accurately perform corrective osteotomy in dogs without complications.

Crowdsourced Assessment of Surgical Skill Proficiency in Cataract Surgery

OBJECTIVE:To test whether crowdsourced lay raters can accurately assess cataract surgical skills.DESIGN:Two-armed study: independent cross-sectional and longitudinal cohorts.SETTING:Washington University Department of Ophthalmology.PARTICIPANTS AND METHODS:Sixteen cataract surgeons with varying experience levels submitted cataract surgery videos to be graded by 5 experts and 300+ crowdworkers masked to surgeon experience. Cross-sectional study: 50 videos from surgeons ranging from first-year resident to attending physician, pooled by years of training. Longitudinal study: 28 videos obtained at regular intervals as residents progressed through 180 cases. Surgical skill was graded using the modified Objective Structured Assessment of Technical Skill (mOSATS). Main outcome measures were overall technical performance, reliability indices, and correlation between expert and crowd mean scores.RESULTS:Experts demonstrated high interrater reliability and accurately predicted training level, establishing construct validity for the modified OSATS. Crowd scores were correlated with (r = 0.865, p < 0.0001) but consistently higher than expert scores for first, second, and third-year residents (p < 0.0001, paired t-test). Longer surgery duration negatively correlated with training level (r = −0.855, p < 0.0001) and expert score (r = −0.927, p < 0.0001). The longitudinal dataset reproduced cross-sectional study findings for crowd and expert comparisons. A regression equation transforming crowd score plus video length into expert score was derived from the cross-sectional dataset (r2 = 0.92) and demonstrated excellent predictive modeling when applied to the independent longitudinal dataset (r2 = 0.80). A group of student raters who had edited the cataract videos also graded them, producing scores that more closely approximated experts than the crowd.CONCLUSIONS:Crowdsourced rankings correlated with expert scores, but were not equivalent; crowd scores overestimated technical competency, especially for novice surgeons. A novel approach of adjusting crowd scores with surgery duration generated a more accurate predictive model for surgical skill. More studies are needed before crowdsourcing can be reliably used for assessing surgical proficiency.

Choosing Appropriate Technique for Nasal Reconstruction in Challenging Cases of Panfacial Burn: Treatment Algorithm.

The nose is one of the most challenging facial parts to reconstruct. Its asymmetries, defects, or disharmonies are easily noticeable. The complex contours, highlights, shadows, and special shape of its subunits make nasal reconstruction more difficult in panfacial burn than that of nonburned ones. This retrospective study was conducted at Zare Hospital. Twenty-five panfacial burn cases with nasal defects were studied from 2010 to 2019. Profile photos were manipulated by Adobe Photoshop. Based on the difference between the burn-related shortened nasal length and the expected photoshopped one, the severity of the short nose was detected, and the strategy of the surgery was determined. Of the 25 cases, 10 cases with normal nasal length and projection, or mild short nose with minimal alar rim, tip and/or columellar defect underwent nasal reconstruction with skin and/or composite graft. Nine patients with normal nasal length or mild to moderate short nose but moderate to severe alar defect underwent reconstruction with turndown flap plus skin and/or composite graft. Pre-expanded forehead flap (n = 1) and delayed scarred or skin grafted forehead flap (n = 5) were used for six patients with severe short nose defect. There are several procedural alternatives for the reconstruction of burn-related mild to moderate nasal deformity. For severe and deep panfacial burn, delayed forehead flap seems safe with acceptable color and texture harmony. Our designed algorithm could potentially improve the selection of proper nasal reconstruction techniques and assist novice surgeons.

Individual learning curve of cytoreductive surgery for peritoneal metastasis from colorectal cancer: A process with an impact on survival

BackgroundThis study aimed to assess the learning curve (LC) of cytoredutive surgery (CRS) of peritoneal metastasis (PM) from colorectal cancer (CRC). Information about learning curves is important for developing teaching tools and well-structured training programs for the implementation of this complex procedure in new healthcare centers. The aim of this study was to estimate how many procedures an inexperienced surgeon must perform (the length of the learning period) in order to demonstrate an acceptably low rate of locoregional recurrence. MethodsAll consecutive 74 patients with CRS for CRC performed by a novice surgeon between 2012 and 2017 in a tertiary cancer center were included. The learning curve was calculated by a cumulative sum control chart (CUSUM) graph. Two groups were formed based on the length of the learning period and were compared on overall and disease free survival. ResultsThe risk of locoregional recurrence decreased after surgeons had performed 19 cases, suggesting a learning period of this length. Overall survival and postoperative morbidity were not significantly different between learning and proficiency periods. Multiple linear regression analysis showed that the learning period and peritoneal cancer index are the only factors affecting disease free survival. A second learning period was observed in cases where patient care became more complex. ConclusionsThis study confirms that learning period has negative impacts on disease-free survival. An initial experience supervised in specialized centers allow to have a short learning curve for CRS for peritoneal metastases for CRC.

Automated Vision-Based Microsurgical Skill Analysis in Neurosurgery Using Deep Learning: Development and Preclinical Validation

Technical skill acquisition is an essential component of neurosurgical training. Educational theory suggests that optimal learning and improvement in performance depends on the provision of objective feedback. Therefore, the aim of this study was to develop a vision-based framework based on a novel representation of surgical tool motion and interactions capable of automated and objective assessment of microsurgical skill. Videos were obtained from 1 expert, 6 intermediate, and 12 novice surgeons performing arachnoid dissection in a validated clinical model using a standard operating microscope. A mask region convolutional neural network framework was used to segment the tools present within the operative field in a recorded video frame. Tool motion analysis was achieved using novel triangulation metrics. Performance of the framework in classifying skill levels was evaluated using the area under the curve and accuracy. Objective measures of classifying the surgeons' skill level were also compared using the Mann-Whitney U test, and a value of P < 0.05 was considered statistically significant. The area under the curve was 0.977 and the accuracy was 84.21%. A number of differences were found, which included experts having a lower median dissector velocity (P= 0.0004; 190.38 ms-1 vs. 116.38 ms-1), and a smaller inter-tool tip distance (median 46.78 vs. 75.92; P=0.0002) compared with novices. Automated and objective analysis of microsurgery is feasible using a mask region convolutional neural network, and a novel tool motion and interaction representation. This may support technical skills training and assessment in neurosurgery.

Medial Patellofemoral Complex Advancement for Recurrent Lateral Patellar Instability and Selective Acute Primary Patellar Dislocations

Medial patellofemoral complex (MPFC) is considered as the primary medial patellar restraint and has a static, as well as dynamic, component. MPFL reconstruction (MPFL-R) restores only the static component of MPFC, is associated with multiple technical concerns, and has a steep learning curve. Need for physeal sparing techniques and relatively high rates of complications including patella fracture are some other concerns with MPFL-R. We propose a simple procedure for advancement of MPFC onto patella, which is indicated in most of the recurrent lateral instabilities (with a positive lateral glide test result and an intact MPFL on magnetic resonance imaging). The procedure is also indicated in selective acute primary dislocations—those with associated chondral lesions and magnetic resonance imaging–documented isolated patellar side avulsion/injury. MPFC advancement is a more anatomical procedure that also restores dynamic medial checkrein of patella and can be performed even by a novice surgeon. MPFC advancement is devoid of the multiple technicalities of MPFL-R, does not require intraoperative imaging or any postoperative immobilization, and renders complications like donor graft-site morbidity and patella fractures irrelevant. It requires no modifications in patients with open physes and can be performed in isolation or with other procedures as per à la carte principle.

Practicing Procedural Skills Is More Effective Than Basic Psychomotor Training in Knee Arthroscopy: A Randomized Study.

Background:Simulator-assisted arthroscopy education traditionally consists of initial training of basic psychomotor skills before advancing to more complex procedural tasks.Purpose:To explore and compare the effects of basic psychomotor skills training versus procedural skills training on novice surgeons’ subsequent simulated knee arthroscopy performance.Study Design:Controlled laboratory study.Methods:Overall, 22 novice orthopaedic surgeons and 11 experienced arthroscopic surgeons participated in this study, conducted from September 2015 to January 2017. Novices received a standardized introductory lesson on knee arthroscopy before being randomized into a basic skills training group or a procedural skills training group. Each group performed 2 sessions on a computer-assisted knee arthroscopy simulator: The basic skills training group completed 1 session consisting of basic psychomotor skills modules and 1 session of procedural modules (diagnostic knee arthroscopy and meniscal resection), whereas the procedural skills training group completed 2 sessions of procedural modules. Performance of the novices was compared with that of the experienced surgeons to explore evidence of validity for the basic psychomotor training skills modules and the procedural modules. The effect of prior basic psychomotor skills training and procedural skills training was explored by comparing pre- and posttraining performances of the randomized groups using a mixed-effects regression model.Results:Validity evidence was found for the procedural modules, as test results were reliable and experienced surgeons significantly outperformed novices. We found no evidence of validity for the basic psychomotor skills modules, as test scores were unreliable and there was no difference in performance between the experienced surgeons and novices. We found no statistical effect of basic psychomotor skills training as compared with no training (P = .49). We found a statistically significant effect of prior procedural skills training (P < .001) and a significantly larger effect of procedural skills training as compared with basic psychomotor skills training (P = .019).Conclusion:Procedural skills training was significantly more effective than basic psychomotor skills training regarding improved performance in diagnostic knee arthroscopy and meniscal resection on a knee arthroscopy simulator. Furthermore, the basic psychomotor skills modules lacked validity evidence.Clinical Relevance:On the basis of these results, we suggest that future competency-based curricula focus their training on full knee arthroscopy procedures. This could improve future education programs.

Deep Learning-Based Haptic Guidance for Surgical Skills Transfer.

Having a trusted and useful system that helps to diminish the risk of medical errors and facilitate the improvement of quality in the medical education is indispensable. Thousands of surgical errors are occurred annually with high adverse event rate, despite inordinate number of devised patients safety initiatives. Inadvertently or otherwise, surgeons play a critical role in the aforementioned errors. Training surgeons is one of the most crucial and delicate parts of medical education and needs more attention due to its practical intrinsic. In contrast to engineering, dealing with mortal alive creatures provides a minuscule chance of trial and error for trainees. Training in operative rooms, on the other hand, is extremely expensive in terms of not only equipment but also hiring professional trainers. In addition, the COVID-19 pandemic has caused to establish initiatives such as social distancing in order to mitigate the rate of outbreak. This leads surgeons to postpone some non-urgent surgeries or operate with restrictions in terms of safety. Subsequently, educational systems are affected by the limitations due to the pandemic. Skill transfer systems in cooperation with a virtual training environment is thought as a solution to address aforesaid issues. This enables not only novice surgeons to enrich their proficiency but also helps expert surgeons to be supervised during the operation. This paper focuses on devising a solution based on deep leaning algorithms to model the behavior of experts during the operation. In other words, the proposed solution is a skill transfer method that learns professional demonstrations using different effective factors from the body of experts. The trained model then provides a real-time haptic guidance signal for either instructing trainees or supervising expert surgeons. A simulation is utilized to emulate an operating room for femur drilling surgery, which is a common invasive treatment for osteoporosis. This helps us with both collecting the essential data and assessing the obtained models. Experimental results show that the proposed method is capable of emitting guidance force haptic signal with an acceptable error rate.

Experience level as a predictor of entry into the hypotympanum during feline total ear canal ablation and lateral bulla osteotomy.

The study hypotheses were as follows: (1) owing to the unique anatomy of the feline middle ear, the hypotympanum would be entered in less than 100% of cats during total ear canal ablation and lateral bulla osteotomies (TECA-LBOs); and (2) incomplete penetration of the septum and subsequent failure to enter the hypotympanum is more likely to occur in surgeries performed by a novice surgeon when compared with an experienced surgeon and may be under-recognized. Head CT was performed in 12 feline cadavers to confirm absence of gross ear disease. A novice surgeon and an experienced surgeon were randomly assigned to perform TECA-LBO on the left or right ear. Surgeons were blinded to each other's surgical technique. CT of cadavers was performed after the procedure. Successful penetration of the septum, entry into the hypotympanic cavity and amount of bone removed in bulla osteotomy, quantified via CT, were compared between the novice surgeon and experienced surgeon. The novice surgeon entered the hypotympanum in 3/12 (25%) procedures, compared with 9/12 (75%) procedures performed by the experienced surgeon. The experienced surgeon performed a larger osteotomy than the novice surgeon (3301 mm vs 1376 mm, P <0.0023). Regardless of surgeon experience, more bone was removed in surgeries in which the hypotympanum was entered. Our results underscore the need for familiarity with feline middle ear anatomy when performing TECA-LBOs. Postoperative CT is recommended for novice surgeons to confirm entry into the hypotympanum.