Artificial intelligence in pediatric surgery

Artificial intelligence (AI) is rapidly changing the landscape of medicine and is already being utilized in conjunction with medical diagnostics and imaging analysis. We hereby explore AI applications in surgery and examine its relevance to pediatric surgery, covering its evolution, current state, and promising future. The various fields of AI are explored including machine learning and applications to predictive analytics and decision support in surgery, computer vision and image analysis in preoperative planning, image segmentation, surgical navigation, and finally, natural language processing assist in expediting clinical documentation, identification of clinical indications, quality improvement, outcome research, and other types of automated data extraction. The purpose of this review is to familiarize the pediatric surgical community with the rise of AI and highlight the ongoing advancements and challenges in its adoption, including data privacy, regulatory considerations, and the imperative for interdisciplinary collaboration. We hope this review serves as a comprehensive guide to AI's transformative influence on surgery, demonstrating its potential to enhance pediatric surgical patient outcomes, improve precision, and usher in a new era of surgical excellence.

National trends in technique use for esophagectomy: Does primary surgeon specialty matter?

BACKGROUND

Cardiothoracic surgeons and general surgeons (including surgical oncologists) perform most esophagectomies. The purpose of this study was to explore whether specialty-driven differences in surgical techniques and the use of minimally invasive surgical approaches exist and are associated with postoperative outcomes after esophagectomy.

METHODS

This was a retrospective review of the American College of Surgeons National Surgical Quality Improvement Program esophagectomy-targeted participant user file (2016-2018). Patients who underwent esophagectomy were sorted into cardiothoracic and general surgeon cohorts based on surgeon specialty. Perioperative characteristics and postoperative outcomes were compared using the χ2 analysis or independent t test. Multivariable logistic regression controlling for perioperative variables was performed to generate risk-adjusted rates of postoperative outcomes compared by surgical specialty.

RESULTS

Of 3,247 patients included, 1,792 (55.2%) underwent esophagectomy by cardiothoracic surgeons and 1,455 (44.5%) by general surgeons as the primary surgeon. Cardiothoracic surgeons were more likely to use traditional minimally invasive surgical (P = .0004) or open approaches (P < .0001) and less likely to use robotic (P = .04) or a hybrid robotic and traditional approaches (P < .0001). Cardiothoracic surgeons performed more Ivor Lewis esophagectomies and fewer transhiatal and McKeown esophagectomies (P < .0001). After risk adjustment, there were no differences in rates of postesophagectomy complications, such as anastomotic leaks or positive margins, between cardiothoracic surgeons and general surgeons (all P > .05). However, cardiothoracic surgeons were more likely than general surgeons to treat anastomotic leaks with surgery rather than procedural interventions (odds ratio = 1.76; 95% confidence interval, 1.24-2.52).

CONCLUSION

Cardiothoracic surgeons and general surgeons use minimally invasive surgical subtypes differently when performing esophagectomy. However, there were no risk-adjusted differences in postoperative complications when compared by surgical subspecialty. Esophagectomy is being performed safely by surgeons with different specialties and training pathways.

Implementation of Standardized Educational Material in Outpatient Pediatric Surgery: A Pilot Study

INTRODUCTION

Caregiver health literacy is affected by both personal knowledge and education provided by clinicians. Literature on implementation of educational materials into pediatric surgical clinical practice is scarce. We developed plain-language picture-based educational material and implemented it in a pediatric surgery clinic. We assessed both caregiver and clinician satisfaction before and after implementation.

METHODS

Picture-based educational material was developed for epigastric/umbilical/inguinal hernias/hydroceles, gastrostomy/gastrojejunostomy tube creation, and soft tissue masses and implemented in an academic pediatric surgery clinic. Pediatric surgeons (n = 12), clinic nurses (n = 4), and physician extenders (n = 2) were surveyed before and after a 4-week pilot implementation period. In parallel, parents of children (0-18 y) completed a 19-item postpre electronic survey capturing demographics, self-professed level of prior knowledge, and opinions regarding the material. Descriptive statistics were performed.

RESULTS

Clinician response rate was 88% (pre) and 72% (post). Preimplementation, clinicians overwhelmingly reported repetitive parental counseling, need to redraw diagrams, and anticipation of improvement in workflow with standardized materials. Postimplementation, most clinicians felt the material was easy to use (76%), beneficial (77%), and perceived satisfaction in parents they were counseling (77%). Caregiver response rate was 100%. The majority reported their understanding improved after reviewing the material, found the material easy to understand and helpful, were more comfortable managing their child's condition, and recommended continued use of the material during visits.

CONCLUSIONS

Results indicate clinician satisfaction and willingness to use standardized educational material during outpatient visits, as well as caregiver satisfaction and self-reported improved understanding. These findings support further development and use of standardized educational material for pediatric surgical conditions and procedures.

Virtual reality applications in pediatric surgery

Virtual reality modeling (VRM) is a 3-dimensional (3D) simulation. It is a powerful tool and has multiple uses and applications in pediatric surgery. Patient-specific 2-dimensional imaging can be used to generate a virtual reality model, which can improve anatomical perception and understanding, and can aid in preoperative planning for complex operations. VRM can also be used for realistic training and simulation. It has also proven effective in distraction for pediatric patients experiencing pain and/or anxiety. We detail the technical requirements and process required for VRM generation, the applications, and future directions.

[Urological surgery : what's new in 2023]

Urology continues its development in minimally invasive surgery, and the year 2023 is marked by important innovations in the different approaches such as endoscopy, laparoscopy, and open surgery. The following innovations are instruments or medical devices which are still being evaluated. What they have in common is a questioning of our current practices, on the technical side but also for some of them on the ecological vision of our profession with the eternal debate of single use or reusable. Even if the evaluation of new devices is primarily medical and medico-economic, it is actually no longer possible to ignore the ecological aspect and the impact on the environment of the various new products. New technologies also make it possible to think about smart connected prostheses and precision intraoperative imaging that can ultimately guide the surgeon's hand.

First experiences of a hospital-based 3D printing facility - an analytical observational study

PURPOSE

To identify the clinical impact and potential benefits of in-house 3D-printed objects through a questionnaire, focusing on three principal areas: patient education; interdisciplinary cooperation; preoperative planning and perioperative execution.

MATERIALS AND METHODS

Questionnaires were sent from January 2021 to August 2022. Participants were directed to rate on a scale from 1 to 10.

RESULTS

The response rate was 43%. The results of the rated questions are averages. 84% reported using 3D-printed objects in informing the patient about their condition/procedure. Clinician-reported improvement in patient understanding of their procedure/disease was 8.1. The importance of in-house placement was rated 9.2. 96% reported using the 3D model to confer with colleagues. Delay in treatment due to 3D printing lead-time was 1.8. The degree with which preoperative planning was altered was 6.9. The improvement in clinician perceived preoperative confidence was 8.3. The degree with which the scope of the procedure was affected, in regard to invasiveness, was 5.6, wherein a score of 5 is taken to mean unchanged. Reduction in surgical duration was rated 5.7.

CONCLUSION

Clinicians report the utilization of 3D printing in surgical specialties improves procedures pre- and intraoperatively, has a potential for increasing patient engagement and insight, and in-house location of a 3D printing center results in improved interdisciplinary cooperation and allows broader access with only minimal delay in treatment due to lead-time.

The Pediatric Emergency Surgery Course: Impact on Provider Practice in Rural Uganda

PURPOSE

The Pediatric Emergency Surgery Course (PESC) trains rural Ugandan providers to recognize and manage critical pediatric surgical conditions. 45 providers took PESC between 2018 and 2019. We sought to assess the impact of the course at three regional hospitals: Fort Portal, Kabale, and Kiwoko.

METHODS

We conducted a retrospective cohort study. Diagnosis, procedure, and patient outcome data were collected twelve months before and after PESC from admission and theater logbooks. We also assessed referrals from these institutions to Uganda's two pediatric surgery hubs: Mulago and Mbarara Hospitals. Wilcoxon rank-sum and Pearson's chi-squared tests compared pre- and post-PESC measures. Interrupted time-series-analysis assessed referral volume before and after PESC.

RESULTS

1534 admissions and 2148 cases were documented across the three regional hospitals. Kiwoko made 539 referrals, while pediatric surgery hubs received 116 referrals. There was a statistically significant immediate increase in the number of referrals from Fort Portal, from 0.5 patients/month pre-PESC to 0.8 post-PESC (95 % CI 0.03-1.51). Moving averages of the combined number of pyloromyotomy, intussusception reductions, and hernia repairs at the rural hospitals also increased post-course. Neonatal time to referral and referred patient age were significantly lower after PESC delivery.

CONCLUSION

Our data suggest that PESC increased referrals to tertiary centers and operative volume of selected cases at rural hospitals and shortened time to presentation at sites receiving referrals. PESC is a locally-driven, validated, clinical education intervention that improves timely care of pediatric surgical emergencies and merits further support and dissemination.

TYPE OF STUDY

Retrospective Cohort Study.

LEVEL OF EVIDENCE

III.

The Cost of Being a Woman in Academic Cardiothoracic Surgery: Joint Collaboration of The Society of Thoracic Surgeons Workforces on Diversity, Equity, and Inclusion and Cardiothoracic Surgery Practice Models

BACKGROUND

Gender disparity in the cardiothoracic surgery workforce is challenging to enumerate and quantify. The purpose of our work is to use the most current data to quantify the percentage of women in academic cardiothoracic surgery and salary disparity between women and men.

METHODS

We performed a cross-sectional analysis of data collected by the Accreditation Council for Graduate Medical Education Data Resource Book 2021 and Association of American Medical Colleges Faculty Data for U.S. Medical School Faculty 2019, 2020, and 2021. We used descriptive analysis of the number of faculty and mean salaries of academic cardiothoracic surgeons according to academic rank and gender. Salary disparity in cardiothoracic surgery was compared with salary disparities seen among surgical specialties and academic clinicians.

RESULTS

Over the past 3 years, women comprised 11.5% of the cardiothoracic workforce. In 2021, cardiothoracic surgeons who were women earned $0.71 to $0.86 for every $1.00 earned by cardiothoracic surgeons who were men. Ascending academic rank correlated with greater gender salary disparity; women professors earned less than men of equal and lower academic rank. From 2019 to 2021, women of the academic ranks of associate professor, professor, and chief of cardiothoracic surgery experienced a decrease in mean salaries, whereas men of equivalent academic ranks experienced an increase in mean salaries.

CONCLUSIONS

Gender disparity in cardiothoracic surgery persists, with low representation of women and salary disparity at every academic rank.

Demographic Representation in 3 Leading Artificial Intelligence Text-to-Image Generators

Importance

The progression of artificial intelligence (AI) text-to-image generators raises concerns of perpetuating societal biases, including profession-based stereotypes.

Objective

To gauge the demographic accuracy of surgeon representation by 3 prominent AI text-to-image models compared to real-world attending surgeons and trainees.

Design, Setting, and Participants

The study used a cross-sectional design, assessing the latest release of 3 leading publicly available AI text-to-image generators. Seven independent reviewers categorized AI-produced images. A total of 2400 images were analyzed, generated across 8 surgical specialties within each model. An additional 1200 images were evaluated based on geographic prompts for 3 countries. The study was conducted in May 2023. The 3 AI text-to-image generators were chosen due to their popularity at the time of this study. The measure of demographic characteristics was provided by the Association of American Medical Colleges subspecialty report, which references the American Medical Association master file for physician demographic characteristics across 50 states. Given changing demographic characteristics in trainees compared to attending surgeons, the decision was made to look into both groups separately. Race (non-White, defined as any race other than non-Hispanic White, and White) and gender (female and male) were assessed to evaluate known societal biases.

Exposures

Images were generated using a prompt template, "a photo of the face of a [blank]", with the blank replaced by a surgical specialty. Geographic-based prompting was evaluated by specifying the most populous countries on 3 continents (the US, Nigeria, and China).

Main Outcomes and Measures

The study compared representation of female and non-White surgeons in each model with real demographic data using χ2, Fisher exact, and proportion tests.

Results

There was a significantly higher mean representation of female (35.8% vs 14.7%; P < .001) and non-White (37.4% vs 22.8%; P < .001) surgeons among trainees than attending surgeons. DALL-E 2 reflected attending surgeons' true demographic data for female surgeons (15.9% vs 14.7%; P = .39) and non-White surgeons (22.6% vs 22.8%; P = .92) but underestimated trainees' representation for both female (15.9% vs 35.8%; P < .001) and non-White (22.6% vs 37.4%; P < .001) surgeons. In contrast, Midjourney and Stable Diffusion had significantly lower representation of images of female (0% and 1.8%, respectively; P < .001) and non-White (0.5% and 0.6%, respectively; P < .001) surgeons than DALL-E 2 or true demographic data. Geographic-based prompting increased non-White surgeon representation but did not alter female representation for all models in prompts specifying Nigeria and China.

Conclusion and Relevance

In this study, 2 leading publicly available text-to-image generators amplified societal biases, depicting over 98% surgeons as White and male. While 1 of the models depicted comparable demographic characteristics to real attending surgeons, all 3 models underestimated trainee representation. The study suggests the need for guardrails and robust feedback systems to minimize AI text-to-image generators magnifying stereotypes in professions such as surgery.

Assessing the robustness of positive vascular surgery randomized controlled trials using their fragility index

OBJECTIVE

The fragility index (FI) measures the robustness of statistically significant findings in randomized controlled trials (RCTs) by quantifying the minimum number of event conversions required to reverse a dichotomous outcome's statistical significance. In vascular surgery, many clinical guidelines and critical decision-making points are informed by a handful of key RCTs, especially regarding open surgical versus endovascular treatment. The objective of this study is to evaluate the FI of RCTs with statistically significant primary outcomes that compared open vs endovascular surgery in vascular surgery.

METHODS

In this meta-epidemiological study and systematic review, MEDLINE, Embase, and CENTRAL were searched for RCTs comparing open versus endovascular treatments for abdominal aortic aneurysms, carotid artery stenosis, and peripheral arterial disease to December 2022. RCTs with statistically significant primary outcomes were included. Data screening and extraction were conducted in duplicate. The FI was calculated by adding an event to the group with the smaller number of events while subtracting a nonevent to the same group until Fisher's exact test produced a nonstatistically significant result. The primary outcome was the FI and proportion of outcomes where the loss to follow-up was greater than the FI. The secondary outcomes assessed the relationship of the FI to disease state, presence of commercial funding, and study design.

RESULTS

Overall, 5133 articles were captured in the initial search with 21 RCTs reporting 23 different primary outcomes being included in the final analysis. The median FI (first quartile, third quartile) was 3 (3, 20) with 16 outcomes (70%) reporting a loss to follow-up greater than its FI. Mann-Whitney U test revealed that commercially funded RCTs and composite outcomes had greater FIs (median, 20.0 [5.5, 24.5] vs median, 3.0 [2.0, 5.5], P = .035; median, 21 [8, 38] vs median, 3.0 [2.0, 8.5], P = .01, respectively). The FI did not vary between disease states (P = .285) or between index and follow-up trials (P = .147). There were significant correlations between the FI and P values (Pearson r = 0.90; 95% confidence interval, 0.77-0.96), and the number of events (r = 0.82; 95% confidence interval, 0.48-0.97).

CONCLUSIONS

A small number of event conversions (median, 3) are needed to alter the statistical significance of primary outcomes in vascular surgery RCTs evaluating open surgical and endovascular treatments. Most studies had loss to follow-up greater than its FI, which can call into question trial results, and commercially funded studies had a greater FI. The FI and these findings should be considered in future trial design in vascular surgery.

Comanagement of Surgical Pediatric Patients in the Acute Care Inpatient Setting

The care of children with primary surgical diagnoses in acute care units often involves a shared surgical and medical model ("comanagement"). There are no formal guidelines for how such programs should be structured or care provided. We used a modified Delphi process, including national experts in pediatrics and pediatric medical subspecialties, pediatric surgical specialties, and pediatric anesthesiology, to develop recommendations for best practices for comanagement programs in community and tertiary care settings.

Dissuasion in women surgical trainees pursuing cardiothoracic surgery

BACKGROUND

The reasons for persistent gender disparity in cardiothoracic surgery (CTS) are multifaceted. The objective of this paper is to understand if and why women surgical trainees are dissuaded from pursuing CTS.

METHODS

A survey was sent to self-identified women participating in Women in Thoracic Surgery speed mentoring. Statistical analysis was performed to determine dissuasion rates. Open-ended responses describing examples of dissuasion were characterized and categorized.

RESULTS

Of all participants, 76 ​% (163/215) reported dissuasion from a CTS career. Third- and fourth-year medical students experienced the highest rate by training (81 ​%, 48/59) and those interested in Congenital CTS experienced the highest rate based on subspecialty interest (94 ​%, 17/18). The most cited dissuasion examples included work/life balance, lifestyle with children, and gender.

CONCLUSIONS

Most women surveyed had been dissuaded from pursuing a career in CTS. Examples of dissuasion provided are heavily associated with traditional gender roles, supporting the presence of continued gender bias in CTS.

Androcentric bias in surgical equipment - What challenges do women face?

BACKGROUND

Increasing diversity amongst surgeons results in a wide range of sizes and strengths. There are many types of biases affecting women surgeons. This study evaluates what challenges women surgeons may have with surgical equipment.

METHODS

An online survey was distributed to Women in Surgery social media groups in North America and Australasia between April 2022-July 2022.

RESULTS

There were 480 respondents across the range of specialties. 453 surgeons were included. Median glove size was 6.5. Difficulty with use of surgical instruments due to size was reported by 89% of surgeons and 71% reported difficulty due to the required grip strength. One hundred and twelve different tools were reported to be problematic.

CONCLUSIONS

This study highlights a potential source of androcentric bias which could be addressed to improve equity for women surgeons.

Extended-Duration Work Shifts in Surgical Specialties: A Systematic Review

INTRODUCTION

There has been widespread international implementation of duration-hour restrictions to prevent surgical resident burnout and promote patient safety and wellbeing of doctors. A variety of Extended-Duration Work Shifts (EDWS) have been implemented, with a variety of studies examining the effect of shift systems on both surgical performance and the stress response unestablished in the literature.

METHODS

This was a systematic review evaluating the impact of extended working hours on surgical performance, cognitive impairment, and physiological stress responses. The review used PubMed, Ovid Medline, Embase, and Google Scholar search engines between September and October 2021 in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Filters including studies carried out after 2002 and published in the English language were applied.

RESULTS

In total, 30 studies were included for analysis. General surgery was the most commonly studied rotation, with Neurosurgical, Orthopedic, and ear, nose and throat specialties also included. The majority of studies found no difference or a significant improvement in post-EDWS on simulated performance. EDWS appeared to have the greatest impact on physiological stress markers in junior surgical trainees.

CONCLUSIONS

Experience appears to confer a protective element in the postcall period, with preservation of skill demonstrated. More experienced clinicians yielded lower levels of physiological markers of stress, although variability in hierarchical workload should be considered. Heterogeneity of findings across physiological, cognitive, and psychomotor assessments highlights the need for robust research on the optimum shift pattern prevents worker burnout and promotes patient safety. Future research to evaluate correlation between stress, on-call workload, and performance in the postcall period is warranted.

An Endodontology Icon Who Fostered an Appreciation for Pulpal Biology and Its Relevance to Restorative Dentistry and Periodontics: Dr. Kaare Langeland

The impact of ground-breaking research on the dental pulp and its response to dental procedures, materials and associated diseases significantly influenced the evolution and scope of Endodontics, creating a science of Endodontology. While there were scattered studies in the early 20th century in this regard, the clarification and codification of these concepts took a major leap forward in the late 1950s due to the academic prowess and in-depth research endeavors of Dr. Kaare Langeland. The story begins during World War I in Norway.

The perceived value of a geriatrics-surgery co-management program: Perspectives from three surgical specialties

BACKGROUND

Geriatrics-surgery co-management (GSCM) programs have improved patient outcomes, but little is known about how they change care and whether their value varies by surgical specialty. We aimed to assess GSCM's effects as perceived by Orthopedic Trauma, Trauma, and Neurosurgery clinicians.

METHODS

We conducted a mixed-methods study utilizing electronic survey and virtual interviews at Penn Presbyterian Medical Center, an academic trauma center, in Philadelphia, PA. Participants included physicians, advanced practice providers, nurses, social workers, and case managers in the aforementioned specialties. Key measures were perspectives on value of GSCM, its facilitators, specialty most appropriate to manage specified medical issues, and factors affecting use.

RESULTS

Of 71 eligible clinicians, 45 (63%) completed the survey and 12 (21%) of 56 purposefully sampled for specialty-role diversity were interviewed. Clinicians across specialties valued GSCM highly and similarly for impact on personal management of older adults (grand mean [standard error, SE] = 4.33 [0.24] out of 5; p = 0.80 for specialty means comparisons), patient care (mean [SE] = 4.47 [0.21]; p = 0.27), patient outcomes (mean [SE] = 4.26 [0.22]; p = 0.51), and specialty overall (mean [SE] = 4.55 [0.23]; p = 0.25) but less so for knowledge growth (mean [SE] = 3.47 [0.29]; p = 0.11). Interviewees across specialties reported that value derived from improved understanding of patient history, management of complex medical conditions, goals of care support, communication with families, and patient discharge facilitation. Interviewees also agreed on program facilitators: aligned stakeholders, shared data-driven goals, champion/administrative support, continuity and availability of geriatricians, and thorough communication. Specialties differed on three issues: (1) who should manage some medical concerns; (2) whether GSCM makes their job easier (significantly easier for Orthopedic Trauma: mean [SE] = 4.75 [0.29] vs. Trauma: mean [SE] = 4.01 [0.19]; p = 0.05); and (3) whether GSCM increases coordination difficulty (more for Neurosurgery: mean [SE] = 2.18 [0.0.58] vs. Orthopedic Trauma: mean [SE] = 0.51 [0.42]; p = 0.03 and Trauma: mean [SE] = 0.89 [0.28]; p = 0.07). Orthopedic Trauma had the most positive impression of GSCM overall.

CONCLUSIONS

Clinicians across diverse surgical specialties valued GSCM. Hospitals considering implementation or expansion of GSCM should attend to identified facilitators and may need to tailor to specialty.

Pediatric Surgery Firearm Injury Collaborative Symposium

Injury from a firearm is now the leading cause of death of children and youth under age 19 in the United States (U.S.) [1] and the incidence of these deaths continues to increase each year [2]. For every death from firearm violence, there are several young people who have been injured by a bullet but not killed. As pediatric surgeons, we are on the front lines of treating these young patients. We have the unforgettable memories of delivering the horrible news to parents in "quiet rooms." [3]. As these injuries fall within our scope of practice, it is incumbent on us as professionals to work to prevent these injuries, apply best practices and work for the best pathways to recovery for our patients who do survive. There is a diverse community of pediatric surgeons tackling this public health problem in a variety of ways [4]. In a pre-meeting symposium at the APSA 2023 Annual meeting, we brought together a community of pediatric surgeons working on this critical area. The following summarizes the presentations of the symposium, with topics including Risk Factors, Injury Prevention, Treatment, Public Initiatives, and National Collaborative Efforts. TYPE OF STUDY: Review Article, Proceedings of a Symposium. LEVEL OF EVIDENCE: 1 through 4 all presented.

Racial Disparities in Failure to Rescue after Pediatric Heart Surgeries in the US

OBJECTIVE

To identify the trend in failure to rescue (FTR) and risk factors contributing to racial disparities in FTR after pediatric heart surgery using contemporary nationwide data.

STUDY DESIGN

We identified 85 267 congenital heart surgeries in patients <18 years of age from 2009 to 2019 using the Kid's Inpatient Database. The primary outcome was FTR. A mixed-effect logistic regression model with hospital random intercept was used to identify independent predictors of FTR.

RESULTS

Among 36 753 surgeries with postoperative complications, the FTR was 7.3%. The FTR decreased from 7.4% in 2009 to 6.3% in 2019 (P = .02). FTR was higher among Black than White children for all years. The FTR was higher among girls (7.2%) vs boys (6.6%), children aged <1 (9.6%) vs 12-17 years (2.4%), and those of Black (8.5%) vs White race (5.9%) (all P < .05). Black race was associated with a higher FTR odds (OR, 1.40; 95% CI, 1.20-1.65) after adjusting for demographics, medical complexity, nonelective admission, and hospital surgical volume. Higher hospital volume was associated with a lower odds of FTR for all racial groups, but fewer Black (19.7%) vs White (31%) children underwent surgery at high surgical volume hospitals (P < .001). If Black children were operated on in the same hospitals as White children, the racial differences in FTR would decrease by 47.3%.

CONCLUSIONS

Racial disparities exist in FTR after pediatric heart surgery in the US. The racial differences in the location of care may account for almost half the disparities in FTR.

The utility of inpatient rehabilitation in heart transplantation: A review

Heart transplantation is considered definitive treatment for patients with end-stage heart failure. Unfortunately, medical and functional complications are common after heart transplantation for a variety of reasons, and these may impact the patients' functional recovery. Rehabilitation is often needed post-operatively to improve functional outcomes. This review article aims to discuss the transplanted heart exercise physiology that may affect the rehabilitation process and provide an overview of the functional benefits of inpatient rehabilitation for cardiac and surgical specialties who may be less familiar with post-acute care rehabilitation options for their patients.