Medicine and Health Sciences Commons^™

Cancer Vaccination And Immune-Based Approaches In Pancreatic Cancer, Matthew D. Bloom, Ali Raza Shaikh, Zhengyang Sun, Babar Bashir, Adam E. Snook

Department of Medical Oncology Faculty Papers

Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignancy with high recurrence rates even after curative resection and adjuvant chemotherapy. Although immunotherapeutic approaches, such as immune checkpoint blockade (ICB), have revolutionized the treatment of some solid tumor malignancies, this has not been the case for PDAC. Several characteristics of PDAC, including its distinctive desmoplastic tumor microenvironment (TME), intratumor heterogeneity, and poor antigenicity and immune cell infiltration, contribute to its dismal immunotherapeutic landscape. Cancer vaccines offer one approach to overcoming these barriers, particularly in the resectable or borderline resectable settings, where tumor burden is low and immunosuppression is less pronounced. Various vaccination …

Early Wound Dressing (Soft Gauze/Tape Dressing) Removal After Cesarean Delivery: A Meta-Analysis Of Randomized Trials, Leshae Cenac, Serena Guerra, Alicia Huckaby, Gabriele Saccone, Vincenzo Berghella

Department of Obstetrics and Gynecology Faculty Papers

OBJECTIVE: To assess whether removing the wound dressing within 24 hours after a cesarean delivery leads to any negative effects on wound healing and to recommend the best time for dressing removal.

DATA SOURCES: Science Direct, PubMed, Cochrane Library, and Scopus as the electronic databases from their inception until December 2024.

CRITERIA FOR STUDY ELIGIBILITY: Randomized controlled trials (RCTs) were incorporated in the databases, irrespective of their publication language, sample size, publication date, use of blinding, or study setting/location.

STUDY APPRAISAL AND SYNTHESIS METHODS: A systematic review of RCTs was conducted to compare wound outcomes in cesarean delivery patients with …

Mbiochemical Identification And Clinical Description Of Edetomidine Exposure In People Who Use Fentanyl In Philadelphia, Pa, Phil Durney, Jennifer L. Kahoud, Tareva Warrick-Stone, Maeve Montesi, Meg Carter, Sabrina Butt, Alberto Martinez Mencia, Louisa Omoregie, Monali Shah, Mariah Bloomfield, Nicholas Tomasko, Rebecca C. Jaffe, Allison Herens, Warren R. Korn, Karen Alexander, Douglas F. Stickle, Dennis Goodstein, Lara Weinstein, Kory S. London

Department of Emergency Medicine Faculty Papers

Medetomidine, a veterinary α2-adrenergic agonist, has recently emerged as an adulterant in the non-medical opioid supply, yet human exposure has remained poorly characterized. We conducted a pragmatic retrospective cohort analysis utilizing chart review and liquid chromatography-tandem mass spectrometry (LC-MS/MS) toxicology testing on available urine samples from patients presenting to two hospitals in Philadelphia, PA, who fit two clinical phenotypes, intoxication or withdrawal. Samples also underwent glucuronidase pre-treatment to assess impact on the yield of medetomidine and xylazine metabolite detection. Testing identified universal exposure to medetomidine (58/58 samples) via the 3-hydroxy-medetomidine (3-OH-M) metabolite, post glucuronidase treatment and variable xylazine exposure (40/58 …

Savings Associated With Bundled Payments For Outpatient Spine Surgery Among Medicare Beneficiaries, Austin S. Kilaru, Grace Y. Ng, Erkuan Wang, Erin Huang, Aidan P. Crowley, Jingsan Zhu, Joshua M. Liao, Said A. Ibrahim, Torrey Shirk, Deborah S. Cousins, Neil R. Malhotra, Amol S. Navathe

Department of Medicine Faculty Papers

IMPORTANCE: Few value-based payment programs have targeted outpatient surgery, although these procedures comprise most surgeries performed in hospitals. In 2018, the Centers for Medicare and Medicaid Services introduced Bundled Payments for Care Improvement Advanced (BPCI Advanced), the first episode-based payment model to include an outpatient surgical condition-spine surgery. It is not known whether bundled payments reduce spending or improve quality for outpatient surgery, despite plans to expand outpatient episodes in future models.

OBJECTIVE: To determine whether hospital participation in the first year of BPCI Advanced for outpatient and inpatient spine surgery (back and neck except spinal fusion procedures [BNESF]) was …

Identification Of Serum Exosome Proteins In Systemic Sclerosis With Interstitial Lung Disease By Aptamer Proteomics, Sonsoles Piera-Velazquez, Simon T. Dillon, Xuesong Gu, Towia A. Libermann, Sergio A. Jimenez

Jefferson Institute of Molecular Medicine Papers and Presentations

OBJECTIVE: A major unmet need for Systemic Sclerosis (SSc) clinical management is the absence of well validated biomarkers for early diagnosis of SSc-associated interstitial lung disease (SSc-ILD). The objective of this study was to identify proteins contained within serum exosomes that may serve as potential biomarkers to differentiate patients with Diffuse SSc without SSc-ILD from patients with Diffuse SSc with SSc-ILD employing aptamer-based proteomics.

METHODS: Serum exosomes were isolated from two cohorts of patients. The first cohort included 15 patients with Diffuse SSc without SSc-ILD and 14 patients with Diffuse SSc with SSc-ILD and the second cohort included 12 patients …

Optimizing Stereotactic Intracranial Neoplasm Treatment: A Systematic Review Of Pet Integration With Gamma Knife Radiosurgery, Robert C. Subtirelu, Eric M. Teichner, Milo Writer, Kevin Bryan, Shiv Patil, Talha Khan, Lancelot Herpin, Raj N. Patel, Emily Christner, Chitra Parikh, Thomas Werner, Abass Alavi, Mona-Elisabeth Revheim

SKMC Student Presentations and Publications

OBJECTIVE: Traditional imaging modalities for the planning of Gamma Knife radiosurgery (GKRS) are non-specific and do not accurately delineate intracranial neoplasms. This study aimed to evaluate the utility of positron emission tomography (PET) for the planning of GKRS for intracranial neoplasms (ICNs) and the post-GKRS applications of PET for patient care.

METHODS: PubMed, Scopus, and ScienceDirect were searched in order to assemble relevant studies regarding the uses of PET in conjunction with GKRS for ICN treatment. PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed to identify relevant studies on the use of PET in conjunction with …

The Need For Targeted Prevention And Screening In Gastrointestinal Cancer Disparities, Jason C. Lin, John C. Lin, Joy Zhao

Division of Gastroenterology and Hepatology Faculty Papers

No abstract provided.

Prognostic Value Of Lipoprotein(A) For Cardiovascular Events After Lower Limb Revascularization In Diabetic Patients With Chronic Limb-Threatening Ischemia, Federico Biscetti, Maria Margherita Rando, Maria Anna Nicolazzi, Flavia Angelini, Roberto Iezzi, Luis H. Eraso, Paul J. Dimuzio, Dario Pitocco, Massimo Massetti, Antonio Gasbarrini, Andrea Flex

Department of Surgery Faculty Papers

BACKGROUND: Chronic limb-threatening ischemia (CLTI) presents a major clinical challenge in patients with Type 2 Diabetes Mellitus (T2DM), requiring lower extremity revascularization (LER) to mitigate adverse cardiovascular and limb outcomes. Lipoprotein(a) (Lp(a)) has been implicated in cardiovascular risk, but its role in patients with T2DM and CLTI undergoing revascularization remains unclear. Thus, this study aimed to investigate the prognostic value of Lp(a) levels in diabetic CLTI patients for major adverse cardiovascular events (MACE), major adverse limb events (MALE), or both after LER.

METHODS: In this prospective cohort study of 158 individuals with T2DM and CLTI undergoing LER, baseline clinical data …

Lysosomal Storage Disorders In Nonimmune Hydrops Fetalis Diagnosed By Exome Sequencing, Mona M Makhamreh, Kavya Shivashankar, Stephanie M. Rice, Sascha Wodoslawsky, Christina Grant, Rodney Mclaren, Seth I. Berger, Huda B. Al-Kouatly

Department of Obstetrics and Gynecology Faculty Papers

Lysosomal storage disorders (LSD) are a group of inherited metabolic diseases that contribute to nonimmune hydrops fetalis (NIHF). Our objective was to review the pooled exome sequencing (ES) diagnostic yield of LSD in NIHF cases. We expanded our previous meta-analysis and updated our search strategy of prenatal ES studies from 1/1/2000 to 8/1/2024. Cases with LSD gene variants were reviewed. Variants were curated based on the current American College of Medical Genetics and Genomics and ClinGen guidelines. Forty-one ES studies met our inclusion criteria. A total of 207/558 NIHF cases yielded a positive diagnosis by ES. LSD cases represented 27/558 …

Integrase-Deficient Lentiviral Vector As A Platform For Efficient Crispr/Cas9-Mediated Gene Editing For Mucopolysaccharidosis Iva, Fnu Nidhi, Shunji Tomatsu

Department of Pediatrics Faculty Papers

Mucopolysaccharidosis IVA (MPS IVA) is a lysosomal storage disorder causing systemic skeletal dysplasia due to a deficiency of N-acetyl-galactosamine-6-sulfate sulfatase (GALNS) enzyme activity, leading to the impaired degradation and accumulation of glycosaminoglycans (GAGs), keratan sulfate (KS) and chondroitin-6-sulfate. While treatments such as enzyme replacement therapy (ERT) and hematopoietic stem cell transplantation (HSCT) are available, they have significant limitations regarding efficacy in skeletal tissues and long-term safety, highlighting the need for more effective therapies. We evaluated a novel gene therapy approach using a dual Integrase-deficient lentiviral vector (IDLV) to deliver an expression cassette that includes human GALNS cDNA and Cas9 sgRNA, …

Systemic Carbonic Anhydrase Inhibitors In Common Ophthalmic Diseases: A Scoping Review From A Clinical Standpoint, Shahin Hallaj, Wesam S. Shalaby, Sapna Sinha, Jonathan S. Myers, Reza Razeghinejad

Wills Eye Hospital Papers

PURPOSE OF REVIEW: This paper provides a detailed overview of systemic carbonic anhydrase inhibitors (CAIs) and their application in managing ophthalmic conditions, including glaucoma, cystoid macular edema, and idiopathic intracranial hypertension. Despite their recognized clinical benefits, the potential for severe systemic adverse effects often discourages clinicians from prescribing these agents. By examining the pharmacology, pharmacokinetics, safety profile, and clinical indications of systemic CAIs, this review highlights strategies to mitigate treatment challenges, particularly in patients with comorbidities and complex medical backgrounds.

RECENT FINDINGS: New insights into the diverse roles and distribution of carbonic anhydrase (CA) isozymes have expanded our understanding of …

Breastfeeding Continuation At One Month Postpartum Among Women In Treatment For Opioid Use Disorder Who Initiated Breastfeeding: Prevalence And Determinants, Julia Eisenberg, Meghan Gannon, Kim Mclaughlin, Diane J. Abatemarco, Vanessa L. Short

Abington Jefferson Health Papers

Objective: To describe breastfeeding behaviors and determinants in the 1-month postdelivery period among women in treatment for opioid use disorder.

Study Design: Participants completed one questionnaire during pregnancy and one questionnaire at 1 month postpartum. Those who reported on the postpartum questionnaire that they had initiated breast- feeding were included in this analysis (N = 31). Infant feeding practices, receipt of lactation support, and demographic, psychosocial, and infant birth characteristics were compared between those who breastfed for at least 1 month and those who did not.

Results: In all, 45% of the participants were breastfeeding at 1 month post delivery. …

Overexpression Of Tsg101 Causes The Development Of Adenosquamous Mammary Carcinoma, Rayane Dennaoui, Patrick D. Rädler, Madison N. Wicker, Kerry Vistisen, Rosa-Maria Ferraiuolo, Aleata A. Triplett, Hridaya Shrestha, Tessa A. Liner, Karoline C. Manthey, Hallgeir Rui, Robert D. Cardiff, Teresa M. Gunn, Charles M. Perou, Kay-Uwe Wagner

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

BACKGROUND: The mammalian Tumor Susceptibility Gene 101 (TSG101) encodes a protein with diverse functions that control the proliferation and survival of cells, but its role in malignant transformation and cancer development has remained enigmatic.

METHODS: To study the pro-tumorigenic functions of TSG101, we developed a bi-transgenic mouse model that expresses exogenous TSG101 along with a luciferase reporter in a ligand-controlled manner in the mammary gland epithelium. We performed a comprehensive histopathologic, biochemical, and molecular characterization of ductal hyperplasia and mammary tumors. Unsupervised hierarchical clustering based on 1,723 intrinsic genes of ten TSG101-overexpressing cancers alongside 251 tissue samples representing 31 reference …

From Imaging To Computational Domains For Physics-Driven Molecular Biology Simulations: Hindered Diffusion In Platelet Masses, Catherine House, Ziyi Huang, Kaushik Shankar, Sandra Young, Meghan Roberts, Scott Diamond, Maurizio Tomaiuolo, Timothy Stalker, Lu Lu, Talid Sinno

Cardeza Foundation for Hematologic Research

When formed in vivo, murine hemostatic thrombi exhibit a heterogeneous architecture comprised of distinct regions of densely and sparsely packed platelets. In this study, we utilize high-resolution electron microscopy alongside machine learning and physics-based simulations to investigate how such clot microstructure impacts molecular diffusivity. We used Serial Block Face - Scanning Electron Microscopy (SBF-SEM) to image select volumes of hemostatic masses formed in a mouse jugular vein, producing high-resolution 2D images. Images were segmented using machine learning software (Cellpose), whose training was augmented by manually segmented images. The segmented images were then utilized as 2D computational domains for Lattice Kinetic …

Exploring Sex-Specific Clinical Features In Chinese Patients With Takotsubo Syndrome, Hong-Yi Duan, Ling-Lin Wang, Ling-Chun Lyu, Zhen-Hua Shi, Xiao-Ping Lin, Zheng-Yang Yu, Guo-Hua Fan, Jing Chen, Xin-Hong Yang, Wei Deng, Chang-Wu Xu, Yan Huang, Qing Zhou, Jin-Ling Chen, Hong-Ning Song, Dong Hu, Jin-Qiu Liu, Hector Barajas-Martinez, Charles Antzelevitch, Kan Liu, Hong Jiang, Dan Hu

Department of Medicine Faculty Papers

BACKGROUND: Takotsubo syndrome (TTS) is considered as a transient acute heart failure syndrome predominant in females. However, data on Chinese TTS patients are limited. Therefore, this study aimed to investigate the clinical characteristics of Chinese TTS patients, identify prognostic markers.

METHODS: A total of 258 TTS patients were enrolled. Data on clinical characteristics and in-hospital major adverse cardiovascular events (MACE) were collected and analyzed. The latter included severe heart failure, shock, malignant arrhythmia, and death.

RESULTS: The average age of TTS patients was 59.3 ± 19.2 years. Female patients accounted for 68.9%. MACE occurred in 41.4% of patients during hospitalization. …

Pharmacological Considerations For Healthcare Providers When Caring For Muslim Patients: A Practical Guide, Layla Abubshait, Nissa Tasnim, Taha Cangoz

Einstein Health Papers

Healthcare providers increasingly encounter Muslim patients with unique pharmacological considerations influenced by religious beliefs and practices. Islam, as the world's second-largest religion, includes specific guidelines affecting medication permissibility, particularly regarding alcohol and pork-derived ingredients. This educational guide examines the intersection of Islamic teachings with pharmacotherapy, providing examples of commonly prescribed medications containing alcohol or porcine-derived gelatin from our academic medical center's inpatient and outpatient formulary. We document alcohol content percentages in various medications and suggest possible alternatives as illustrative examples. Most importantly, we present a step-by-step practical framework for using National Drug Code (NDC) numbers and the DailyMed database, enabling …

Mesenchymal Stem Cell-Derived Extracellular Vesicles: Seeking Into Cell-Free Therapies For Bone-Affected Lysosomal Storage Disorders, Andrés Felipe Leal, Harry Pachajoa, Shunji Tomatsu

Department of Pediatrics Faculty Papers

Lysosomal storage disorders (LSDs) constitute a group of monogenic systemic diseases resulting from deficiencies in specific lysosomal enzymes that cause the intralysosomal accumulation of non- or partially degraded substrates, leading to lysosomal dysfunction. In some cases of LSDs, the bone is more severely affected, thus producing skeletal manifestations in patients. Current therapies, such as enzyme replacement therapy (ERT) and gene therapy (GT), show limited efficacy in correcting skeletal abnormalities. Increasing evidence suggests that microenvironmental disturbances also contribute significantly to disease pathogenesis. Therefore, therapeutic strategies targeting lysosomal dysfunction and microenvironmental dysregulation are needed. Mesenchymal stem-cell-derived extracellular vesicles (MSC-EVs) are emerging as …

Full Issue: Volume 3, Issue 1 - June 2025

Bone Bulletin

i - Editors’ Note

ii - Foreword by Dr. Alan Hilibrand

7 - Challenges and Concerns of Artificial Intelligence in Shoulder and Elbow by Claude J. Regis

10 - Exploring Robotic-Assisted Total Knee Arthroplasty by Sahil Shah

13 - The Future of Robot-Assisted Surgery in Foot and Ankle Procedures by Sam Duggan

16 - Revolutionizing Spine Surgery: The Potential Role of AI in Enhancing Surgical Workflow and Patient Outcomes by Samuel Ezeonu

21 - Management of Periprosthetic Humeral Fractures Following Shoulder Arthroplasty by Akshay Khanna

24 - Patient Specific Implants in Total Shoulder Arthroplasty by Alexander Zavitsanos

26 - Posterior …

Comparison Of Autograft, Allograft, And Conduits For Peripheral Upper Extremity Nerve Repair A Critical Review Of The Current State Of Bone Grafting In Orthopaedic Surgery, Samantha Meacock

Bone Bulletin

Introduction

Several mechanisms of injury can cause peripheral nerve injury (PNI) and subsequent impaired quality of life with loss of motor and/or sensory function. Trauma is a common cause of injury with the most commonly injured nerves being the radial (53%), ulnar (32%), and median nerves (15%).¹ The preferred treatment for PNI is reconnecting severed nerve ends anatomically with tension-free end-to-end direct nerve repair of healthy fascicles. However, if the nerve ends cannot be brought together without tension, gapping can occur, and a direct tension-less repair is not possible.⁵ In the case of a lengthy nerve gap, a …

A Critical Review Of The Current State Of Bone Grafting In Orthopaedic Surgery, Joseph Kelly

Bone Bulletin

Introduction

Millions of people around the world currently suffer from orthopaedic injuries and illness due to trauma, degenerative diseases, cancer, and infections that require bone grafting techniques to heal. Bone grafting allows a surgeon to replace missing, broken, or infected bone with a substitute that returns the structural integrity of the bone. Bone grafting can rebuild bones but can also help bones with existing defects to heal properly. There are multiple types of bone grafts, and each may be indicated in different scenarios to optimize healing, restore function, and prevent complications depending on the bone in question. The three broad …

Distal Radius Fractures: A Common Injury With Disproportionate Results, Brady Stillman

Bone Bulletin

Introduction

A distal radius fracture (DRF) is a common upper-extremity injury that occurs when the radius is fractured near the wrist, usually after falling on an outstretched or flexed hand. DRFs account for one-sixth of fracture-related emergency department visits.² In a 2009 study, a sample of 87 million Americans with upper-extremity fractures revealed the most common fracture sites were the distal radius and ulna.³ The distal radius was the most common fracture site in patients younger than 18 and older than 49, and the incidence is increasing in older adulthood.^{3, 4} A DRF can be classified as …

Innovative Pain Management Protocols In Orthopedics And Their Role In Reducing Postoperative Opioid Use, Jake Lamonaca

Bone Bulletin

Background

The opioid epidemic has emerged as one of the most pressing public health challenges of our time, marked by significant increases in opioid-related dependence, abuse, and death in recent years. Excess prescription of opioids represents a major contributing factor to this crisis.¹ The origins and impact of the opioid epidemic in the United States are documented in Sam Quinones research narrative, Dreamland. He highlights how pharmaceutical companies leveraged misinterpreted research—particularly a 1980 letter published in The New England Journal of Medicine suggesting a low risk of addiction associated with opioids—to normalize their widespread prescription. This flawed evidence served …

Analyzing The Common Criteria And Decision-Making Process For Opting Between Same-Day And Overnight Surgeries For Improved Patient Management, Gaston Davis

Bone Bulletin

Introduction

Within the scope of sports medicine, the decision to opt for same-day or overnight surgeries is multifactorial and relies on many interplaying considerations. Common factors include patient health, surgical complexity, and post-operative care requirements. This article explores the criteria and decision-making process involved in choosing between these two surgical options for common sports-related injuries, such as shoulder, elbow, hand, hip, knee, and ankle injuries.

Posterior Shoulder Dislocations In The Setting Of Seizures, Alex Charlton

Bone Bulletin

The shoulder joint provides an exceptional range of motion that allows for flexion, extension, adduction, abduction, internal rotation, external rotation, and 360-degree circumduction; however, this mobility comes at the expense of decreased stability.¹ Shoulder dislocations account for 50% of all joint dislocations, with anterior dislocation being the most common and usually associated with trauma.² In comparison, about 2-5% of shoulder dislocations are posterior and are often associated with more unique etiologies.¹ One of the most interesting resulting from a tonic seizure in an individual with epilepsy.

Patient Specific Implants In Total Shoulder Arthroplasty, Alexander Zavitsanos

Bone Bulletin

Primary total joint arthroplasty (TJA) is one of the most commonly performed procedures in the United States, and is expected to be utilized more in the coming decades, with estimates of around 2 million TJAs performed annually by 2030.^1,2 While the first attempts at TJA occurred in the late 1800s, utilizing a variety of implant materials such as ivory and rubber, over the past 100+ years, the methods employed in TJA and the quality of implants used have progressed immensely with advances in material science and procedural methods^8-12. However, the implants currently used in all types of …

Management Of Periprosthetic Humeral Fractures Following Shoulder Arthroplasty, Akshay Khanna

Bone Bulletin

Introduction Since the introduction of reverse total shoulder arthroplasty (RTSA) in 2004, the total incidence of primary total shoulder arthroplasties in the United States has doubled to over 30 cases per 100,000 persons.^1,2 Despite overall complication rates decreasing with the advancement of novel techniques and implant designs, there are rising concerns regarding the frequency of certain complications including glenohumeral instability, rotator cuff tearing, and periprosthetic fracture.^3,4 Glenoid fractures are relatively rare, occurring at a rate of 1.4% in one national registry study.^19,20 The risk of periprosthetic humeral fracture, however, is of particular concern because of how devastating …

Revolutionizing Spine Surgery: The Potential Role Of Ai In Enhancing Surgical Workflow And Patient Outcomes, Samuel Ezeonu

Bone Bulletin

Introduction

With the growing incidence of degenerative spine pathology¹, surgeons have been tasked to treat more patients than ever. According to Mani et al., the number of single and multilevel fusion procedures are both projected to double over the next 25 years.² In light of this trend, several strategies have been proposed to reduce the resultant burden placed on hospitals and surgeons, while maintaining optimal standards of care. Namely, the use of artificial intelligence (AI) is a growing field that has greatly increased in the last decade. AI has the potential to relieve the cognitive workload placed …

The Future Of Robot-Assisted Surgery In Foot And Ankle Procedures, Sam Duggan

Bone Bulletin

Robot-assisted surgeries are becoming common in most fields of orthopaedics by providing increased accuracy and precision, reducing revision procedures.^1,2 Surgeons specializing in hip and knee, and more recently, spine, have seen tremendous increases in the use of robotics. Still, foot and ankle surgery has had little to no adoption of robotics due to the complex foot and ankle anatomy, in addition to small operating windows; however, usage in spine surgery may be a strong indicator of future use in foot and ankle surgery, as spine surgery similarly requires extreme precision in small operating spaces, with the added benefit of …

Exploring Robotic-Assisted Total Knee Arthroplasty, Sahil Shah

Bone Bulletin

Background and Introduction of Total Knee Arthroplasty

Within the field of orthopedics, joint replacements rank amongst the most common procedures. Among those, total knee arthroplasty (TKA) is the most commonly conducted joint replacement procedure at approximately 51.02% of arthroplasties between 2012 and 2022.¹ Annually, the American Academy of Orthopedic Surgeons estimates more than 700,000 TKAs are performed within the United States.² The procedure was introduced in 1968 to relieve severe joint pain and stiffness, as well as restore mobility in patients suffering from “end-stage degenerative knee osteoarthritis” or rheumatoid arthritis.³ TKAs revolutionized the treatment plan for patients …

Challenges And Concerns Of Artificial Intelligence In Shoulder And Elbow, Claude J. Regis

Bone Bulletin

Background

Artificial intelligence (AI) is rapidly transforming shoulder and elbow surgery, driving significant advancements across various domains. Currently, AI is enhancing diagnostic accuracy through imaging-based analysis, predictive modeling of clinical outcomes, implant identification, and automated image segmentation.^1,2 AI-driven personalized treatment plans are also anticipated to optimize patient care by tailoring interventions based on individual data analysis.³ Additionally, deep learning algorithms have been developed to automatically classify large sets of preoperative and postoperative radiographs in the setting of shoulder arthroplasty.⁴ These technologies, combined with AI, could revolutionize surgical training and intraoperative guidance, offering real-time data and enhanced visualization. …