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Comparison of the Type, Impact, and Resolution of Complications Following Direct Anterior Versus Posterior Approach Total Hip Arthroplasty
Perez, Sergio F. Guarin , Roberts, Heather J. , Restrepo, Diego J. , Babalola, A O, Larson, Dirk R. , Ledford, Cameron K. , Bingham, Joshua S. , Trousdale, Robert T. , Taunton, Michael J. , Guarin Perez, Sergio F , Babalola, Abraham, Pagnano, Mark W , Trousdale, Robert T , Taunton, Michael J , Sierra, Rafael J , Restrepo, Diego J. , Larson, Dirk , Bingham, Joshua S , Ledford, Cameron K , Watts, Chad D. , Sierra, Rafael J.

Mayo Clinic

JBJS Open Access | July 17, 2026 | Volume: 11 | Issue: 3 | Pages: No page available

10.2106/jbjs.oa.26.00172 | PMID 42465617 Get It

Background: Prior studies have reported higher rates of periprosthetic fracture, superficial infection, and neurologic deficit with the direct anterior approach (DAA), and higher rates of dislocation with the posterior approach (PA) for total hip arthroplasty (THA). Despite these differences, the overall clinical burden of complications between approaches remains unclear. The purpose of this study was to compare the profiles, severity, impact, and resolution of 5 clinically important complications between DAA and PA THA. Methods: A retrospective review was conducted of 11,783 consecutive primary THAs performed between 2010 and 2021 across 3 centers within a single healthcare system, using either the DAA (n = 4,451) or the PA (n = 7,332). Complications assessed included dislocation, infection, periprosthetic fracture (PPFx), aseptic loosening, and neurologic deficit. Severity was graded using the Clavien-Dindo classification (I = minor, V = death). Impact was defined by reoperation burden, and outcomes were categorized as resolved or persistent. Kaplan-Meier survivorship and propensity-weighted Cox proportional hazards models were used to compare complication risk. Results: The overall 1-year risk of surgical complications did not differ between DAA and PA (hazard ratio [HR], 0.89; 95% confidence interval [CI], 0.75-1.06; p = 0.208). Dislocation occurred more frequently with PA THA than DAA THA (1.9% vs. 0.4%; HR, 5.20; 95% CI, 3.04-8.90; p < 0.001). Superficial infections were more frequent with the DAA (1.6% vs. 0.8%; HR, 2.43; 95% CI, 1.68-3.53; p < 0.001). The risk of deep infection, PPFx, aseptic loosening, and neurologic deficit did not differ significantly between approaches. Among patients with complications, the proportion classified as severe (Clavien-Dindo III–V) was similar, and adjusted analyses showed no difference in the odds of severe complications (adjusted odds ratio 1.34 for PA vs DAA; 95% CI, 0.95-1.91; p = 0.099). Complication impact and resolution were likewise comparable. Conclusion: Although the profile of complications differed between DAA and PA THA, the severity, early clinical impact, and resolution of complications appeared similar. Notably, DAA was associated with a lower risk of dislocation and a higher risk of superficial infection compared with PA THA. Level of Evidence: Level III , Retrospective Comparative Study. See Instructions for Authors for a complete description of levels of evidence.
Continuous normothermic machine perfusion is independently associated with lower risk of acute kidney injury and renal replacement therapy in donation after circulatory death liver transplantation: A propensity score matched analysis
Hayani, Ibrahim Al, Haddad, Walid, Ibrahim, Ramez, Zakour, George, Taner, C. Burin, MATHUR, AMIT, Aqel, Bashar, Khamash, Hasan, Keaveny, Andrew, Wadei, Marina T., Hochwald, Alexander , Ghanem, R, Alnaber, Yara, Al Hayani, Ibrahim, Taner, C. Burcin , Hochwald, Alexander P, Wadei, Hani M. , Alhayani, Ibrahim, Haddad, Walid, Mao, Shennen A. , Khamash, Hasan , Croome, Kristopher P.

Mayo Clinic

Liver Transplantation | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/lvt.0000000000000964 | PMID 42467995 Get It

Donation after circulatory death (DCD) liver transplants (LTs) are associated with increased risk of post-LT acute kidney injury (AKI). This retrospective study aimed to examine the effect of continuous normothermic machine perfusion (NMP) on the incidence and stage of AKI in DCD LT. The incidence of AKI within 48 hours was compared between 507 NMP-DCD and 472 static cold storage (SCS)-DCD LT transplanted between January 1, 2016, and December 31, 2024. AKI developed in 337 (34%) patients. On univariate analysis, AKI rate was lower in NMP-DCD compared with SCS-DCD (28% vs. 41%, p <0.001). Stages 2 and 3 AKI at 48 hours and renal replacement therapy (RRT) within the first 3 weeks were also lower in NMP-DCD compared with SCS-DCD ( p <0.001). After adjusting for multiple recipient, donor, and intraoperative factors using multivariate logistic regression, NMP-DCD was independently associated with a 37% lower odds of AKI (aOR: 0.63, CI: 0.46–0.85, p =0.003) and 55% lower odds of stages 2 and 3 AKI (aOR: 0.45, CI: 0.29–0.69, p <0.001) compared with SCS-DCD. To mitigate for the era effect and other unmeasured confounders, an inverse probability of treatment weighting (IPTW) analysis was performed using a propensity score model with average treatment effect (ATE). After weighting for multiple factors, NMP-DCD was associated with lower odds of AKI at 48 hours (OR: 0.65, CI: 0.53–0.81, p =0.001), stages 2 and 3 AKI at 48 hours (OR: 0.60, CI: 0.42–0.85, p =0.02), and RRT at day 7 (OR: 0.31, CI: 0.13–0.65, p =0.003) compared with SCS-DCD. In conclusion, compared with SCS-DCD, NMP-DCD was independently associated with lower odds of AKI at 48 hours, of stages 2 and 3 AKI at 48 hours from LT, and of RRT requirement at day 7 from LT, an effect that extended for the first 3 post-LT weeks.
Liver parenchymal quality stratifies outcomes after hepatic resection for hepatocellular carcinoma
Hardy, Niall P. , Podrascanin, V. , Haque, Omar , Heard, Jessica, Z, Li , Dingfelder, Jule , Holst, Soeren, Lehner, Florian , Helmreich, Laura, Wukits, Iwan , Leiting, Jennifer L. , Warner, Susanne G, Smoot, Rory L., Kendrick, Michael L., Truty, M., Gyoeri, Georg, Gruenberger, Thomas, Taner, Timucin, Starlinger, Patrick P., Li, Zhihao , Ilmer, Matthias, Moeckli, Beat, Li, Zhihao , Santol, Jonas , Dong, Yawen , Pereyra, David , Heard, Jessica C. , Ilmer, Matthias , Moeckli, Beat , Warner, Susanne G. , Smoot, Rory L. , Kendrick, Michael L. , Truty, Mark J. , Heimbach, Julie K. , Györi, Georg, Gruenberger, Thomas , Starlinger, Patrick

Mayo Clinic

Liver Transplantation | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/lvt.0000000000000963 | PMID 42467975 Get It

Hepatic resection (HR) and liver transplantation (LT) are curative-intent treatments for hepatocellular carcinoma (HCC). Patients without cirrhosis are typically analyzed as a single group, obscuring potentially important differences between those with histologically normal liver and those with non-cirrhotic parenchymal disease. We aimed to characterize long-term outcomes following HR stratified by underlying parenchymal quality, with a contemporary LT cohort as an external benchmark. Retrospective cohort study of 662 adults undergoing curative-intent surgery for HCC at 2 tertiary centers (2010–2024). Resection patients (n=380) were stratified by non-tumor parenchymal histology into HR-Normal (n=84), HR-Diseased non-cirrhotic (n=159), and HR-Cirrhotic (n=137). A total of 282 LT recipients served as an external reference but were not entered into comparative models. Overall survival (OS) was analyzed by Kaplan–Meier and multivariable Cox regression, and recurrence by Fine–Gray competing-risks regression. Ninety-day mortality was low across resection strata (1.2%–3.2%). OS differed significantly across parenchymal groups (log-rank p =0.01), driven by superior outcomes in HR-Normal patients compared with both HR-Cirrhotic ( p =0.008) and HR-Diseased ( p =0.005). HR-Cirrhotic and HR-Diseased did not differ ( p =0.97). Five-year OS was 74.4%, 59.8% and 57.2%, respectively. On multivariable Cox regression, both cirrhosis (HR 2.03, 95% CI 1.16–3.54, p =0.01) and diseased non-cirrhotic parenchyma (HR 2.04, 95% CI 1.21–3.43, p =0.008) independently predicted death versus normal liver. Fine–Gray analysis confirmed higher recurrence risk in cirrhotic (sHR 2.09, p =0.01) and diseased non-cirrhotic (sHR 1.80, p =0.04) groups. The LT benchmark cohort achieved a 5-year OS of 82.4%. Histologically normal liver identifies a distinct HR subgroup with favorable oncologic outcomes. The conventional cirrhotic/non-cirrhotic dichotomy underestimates the prognostic impact of underlying parenchymal disease.
The Promise and Peril of Alzheimer Disease Prevention
Grill, Joshua D. , Graff‐Radford, Jonathan

Mayo Clinic

Neurology | July 17, 2026 | Volume: 107 | Issue: 3 | Pages: No page available

10.1212/wnl.0000000000218348 | PMID 42467872 Get It

Urine Immunoglobulin Light Chain Fragments Detected by MALDI-TOF Mass Spectrometry
Moonen, Danelle, Murray, Elijah J, Willrich, Maria Alice V. , Kohlhagen, Mindy , Murray, David , Moonen, Danelle H, Willrich, Maria A , Kohlhagen, Mindy C, Murray, David L , Dispenzieri, Angela

Mayo Clinic

Clinical Chemistry | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1093/clinchem/hvag085 | PMID 42467676 Get It

Comprehensive analysis of prognostic factors in myelodysplastic syndromes with isolated deletion of chromosome 5q
Navarro, Vı́ctor , Haferlach, Claudia, Chan, Onyee , Schulz, Felicitas , Briski, Robert , Al-Ali, Najla, Xicoy, Blanca , Lopez-Cadenas, Felix, Bosch, Francesc, Aguilera, Anna, Meggendorfer, Manja , Eder, Lea Naomi, Jérez, Andrés, Betz, Beate, Kewan, Tariq, Zindel, C., Al‐Kali, Aref , Platzbecker, Uwe, Haase, Detlef Thomas, Zeidan, Amer M., Fenaux, Pierre, Garcia-Manero, Guillermo, Germing, Ulrich, Maciejewski, Jaroslaw P., Haferlach, T, Montoro, Maria Julia , Navarro, Víctor , Chan, Onyee , Kubota, Yasuo , Briski, Robert , Xicoy, Blanca , Romero, Anna Aguilera , Campagna, Alessia , Lanino, Luca , Santini, Valeria , Bernal, Teresa , Such, Esperanza , Platzbecker, Anne Sophie , Gurnari, Carmelo , Zindel, Carla , Kulasekararaj, Austin , Voso, Maria Teresa , Sekeres, Mikkael A , Venugopal, Sangeetha , Al-Kali, Aref , Diez-Campelo, Maria , Wiseman, Daniel H , Della Porta, Matteo Giovanni , Komrokji, Rami S , Solé, Francesc , Palomo, Laura , Valcárcel, David , Acha, Pamela , Haferlach, Claudia , Al‐Ali, Najla, Cadenas, Félix López , Bosch, Francesc, Jerez, Andrés , Wang, Y C , Campagna, Alessia , Lanino, Luca , Santini, Valeria , Gurnari, Carmelo , Kulasekararaj, Austin , Voso, Maria Teresa , Sekeres, Mikkael A. , Varela, Nicolas A Diaz , Platzbecker, Uwe , Haase, Detlef, Zeidan, Amer M. , Fenaux, Pierre , Díez‐Campelo, María , Garcia‐Manero, Guillermo , Wiseman, Daniel H. , Germing, Ulrich , Maciejewski, Jaroslaw P. , Komrokji, Rami S. , Solé, Françesc , Haferlach, Torsten , Valcárcel, David

Mayo Clinic

Blood Advances | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1182/bloodadvances.2026020633 | PMID 42466989 Get It

Myelodysplastic syndromes with isolated deletion of chromosome 5q [MDS-del(5q)] constitute a distinct biological entity traditionally associated with favorable outcomes, although up to one quarter of patients progress to acute myeloid leukemia (AML). Existing prognostic models, developed in heterogeneous MDS populations, may not adequately capture risk within this subgroup. We assembled an international cohort of 682 patients with MDS-del(5q) to evaluate the performance of the IPSS-R and IPSS-M, identify prognostic variables, and develop a disease-specific prognostic tool, the IPSS-del(5q). Most patients were classified as lower-risk by IPSS-R (94.4%) and IPSS-M (85.5%), yet both systems showed limited discriminatory ability (C-indices ≈0.5). Independent adverse prognostic factors included age ≥70 years, male sex, anemia (hemoglobin ≤10 g/dL), thrombocytopenia (platelets ≤100×10⁹/L), the presence of one additional chromosomal abnormality, ≥2 gene mutations, SF3B1 mutations, and high-risk TP53 status. Six variables were included in the IPSS-del(5q), stratifying patients into standard-risk (74.3%) and high-risk (25.7%) groups with significantly different LFS (69.2 vs. 32.0 months; p&lt;0.01). Moreover, this model reclassified 19.1% of lower-risk IPSS-R and 14.6% of lower-risk IPSS-M patients into the high-risk IPSS-del(5q) group. However, its discriminative power remained modest, with a C-index of 0.60. Overall, this study provides the most comprehensive prognostic evaluation of MDS-del(5q) to date, demonstrates the limited discriminatory capacity of existing MDS scores in this entity, and underscores the need to develop refined disease-specific prognostic approaches for this MDS subtype.
Genomic Architecture of IRF4 Rearrangements in Children and Adult Large B-cell Lymphomas
Colmenero, Ariadna , Frauenfeld, Leonie , Mato, Sara , Salmerón‐Villalobos, Julia , Arredondo-Prats, Vicente , Ramis-Zaldivar, Joan E. , Montaner, Anna, Anta, Natalia Castrejón de , González‐Farré, Blanca , Garcia, Noelia, Andión, Maitane, Azorín, Daniel, Celis, Verónica , Rodríguez-Pinilla, Socorro Maria, Santos, Carlos Aliste, Hsi, Eric, Gheorghe, Gabriela, Schafernak, Kristian T. , Shestakova, A M, Gutierrez, Francisco Llamas, Hebeda, Konnie M. , Bhavsar, Tapan Mahendra, López-Guillermo, A, Ramis-Zaldivar, Joan Enric , Castrejon-de-Anta, Natalia , Verdú-Amorós, Jaime , Andrés, Mara , Andión, Maitane , Celis, Verónica , Santos, Carlos Aliste , Hsi, Eric D , Mariani, Rachel , Schafernak, Kristian , Menon, Madhu P , Hebeda, Konnie , López-Guillermo, Armando , Jaffe, Elaine S , Quintanilla-Martinez, Leticia , Campo, Elías , Nadeu, Ferran , Salaverria, Itziar , Verdú‐Amorós, Jaime , Rodríguez-Pinilla, Socorro Marıá , Hsi, Eric D. , Shestakova, Anna , Bhavsar, Tapan M., López‐Guillermo, Armando , Jaffe, Elaine S. , Quintanilla‐Martínez, Leticia , Campo, Elı́as , Nadeu, Ferran , Balagué, Olga , Salaverría, Itziar

Mayo Clinic

Blood Advances | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1182/bloodadvances.2026020477 | PMID 42466980 Get It

Large B-cell lymphoma with IRF4 rearrangement (LBCL-IRF4) predominantly affects children and young adults (CAYA) and presents as localized disease with excellent prognosis. Although most tumors harbor IRF4 rearrangements (IRF4-R), the existence of cryptic rearrangements has been suggested. Whether IRF4-R LBCL in adults represents the same biological entity remains unclear. To address this question, 35 CAYA patients diagnosed with LBCL-IRF4 and 7 adult (&gt;40-year-old) LBCL with IRF4-R were investigated by an integrative molecular approach. Targeted sequencing structural variant analysis (SV-NGS) confirmed the IRF4-R in 84% of investigated cases. In CAYA, an enrichment (55% vs 29% in adults) of translocations involving IGH, with a breakpoint cluster 3' to IRF4 (EXOC2) was observed, including a cryptic insertion of IGHM-IGHJ5 into IRF4 locus. Novel translocations, IRF4::MIR142 in two CAYA (7%) and IRF4::BATF in one adult, were discovered. Whole-exome sequencing analysis identified unreported mutations in LBCL-IRF4 as YY1 and ZC3H12A (11% each). The high incidence of mutations affecting the B-cell receptor/NF-KB pathways in LBCL-IRF4 was confirmed in cases with diffuse component only. None of the CAYA tumors were classified by LymphGen tool. Adult IRF4-R LBCL showed higher levels of genetic complexity and a distinct mutational profile with mutations on KMT2D and DTX1 (43% each), and MYD88-L265P (29%), and were predicted as EZB or MCD (29% each). These differential genetic features were in line with different clinical presentations (extranodal involvement and advanced stage). In conclusion, IRF4-R architecture and mutational profile differ according to age, supporting that not all cases should be classified as LBCL-IRF4.
BH3 mimetics as single agents and with endoxifen in ERα+ breast cancer models
Wang, Xiyin , McFarlane, Grace, Detry, Anna, Heppelmann, Carrie Jo, Quay, Steven C., Goetz, Matthew P., Hawse, John R. , Batoon, Lena , Wang, Xiyin, Rodman, Esther , Heppelmann, Carrie J. , Hammer, Sandra S. , Quay, Steven C. , Goetz, Matthew P.

Mayo Clinic

No container title available | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-10335571/v1 Get It

Abstract Background: Endocrine therapies remain central to estrogen receptor alpha-positive (ERα+) breast cancer treatment, yet their predominantly cytostatic effects highlight the need for combinatorial approaches that promote tumor cell death. We therefore tested BH3 mimetics as single agents and in combination with (Z)-endoxifen (ENDX) across endocrine sensitive and endocrine resistant ERα+ breast cancer models. Methods: Six BH3 mimetics were tested in MCF7 and T47D cells and matched ENDX-resistant and fulvestrant-resistant derivatives. ENDX combinations were assessed using 2D proliferation and synergy assays, 3D RASTRUM® bioprinted cultures, migration assays, and in vivo MCF7 xenograft studies. Results: BH3 mimetics showed broad anti-proliferative activity as single agents in endocrine sensitive and resistant models. ENDX combinations were predominantly additive in 2D assays, with limited synergy confined to specific dose windows. In 3D culture, selected combinations of an MCL1 inhibitor (MCL1i) or navitoclax with ENDX produced greater suppression than single agents and, in several conditions, reduced growth below baseline, consistent with loss of viability. Combination treatment also enhanced suppression of migration under select concentrations. In MCF7 xenograft studies, ENDX robustly suppressed tumor growth; however, adding MCL1i or navitoclax did not provide additional antitumor benefit at the doses, schedules, and timeframes tested. Conclusion: BH3 mimetics show activity in ERα+ breast cancer models in vitro , including endocrine resistant models. Although ENDX combination benefit did not translate in vivo under the conditions tested, these data support further study of optimized BH3 mimetic combinations, including evaluation of dose, ratio, schedule, tumor target engagement, and other clinically advanced agents.
Building competency in adult congenital heart disease care: development of an international nursing curriculum
Simpson, M, Magon, A, Moons, P, Kovacs, A H, Thomet, C, Habibi, H, Burchill, L, Gatzoulis, M, Mores, B, Gombosova, A, Sillman, C, Magon, Arianna , Thomet, Corina , Habibi, Hajar , Burchill, Luke J. , Gatzoulis, Michael Α. , Mores, Benoit , Gombošová, Anežka, Sillman, Christina

Mayo Clinic

European Journal of Cardiovascular Nursing | July 17, 2026 | Volume: 25 | Issue: Supplement_1 | Pages: No page available

10.1093/eurjcn/zvag155.112 Get It

Abstract Background Adults with congenital heart disease (ACHD) represent a rapidly expanding population with complex lifelong clinical and psychosocial needs. Nurses play a pivotal role within multidisciplinary ACHD care, yet internationally their education, scope of practice and professional preparation remain highly variable, with no globally agreed curriculum. This gap has limited role clarity, workforce development and international harmonisation of standards. The aim of this project was to develop the first dedicated, competency-based curriculum for ACHD nursing to support consistent, high-quality, patient-centred care worldwide. Methods An international, multidisciplinary working group led by the Association of Cardiovascular Nurses and Allied Professions of the European Society of Cardiology, in collaboration with the Working Group on Adult Congenital Heart Disease and the International Society for Adult Congenital Heart Disease, developed the curriculum through expert consensus. The development group included nurses, physicians, educators and individuals with lived experience of ACHD, ensuring patient perspectives were embedded throughout the process. Existing international guidance, professional frameworks and evidence on ACHD nursing practice were synthesised. The curriculum was structured around Entrustable Professional Activities (EPAs), mapped to the CanMEDS professional roles and designed to accommodate international variation in regulation, resources and scope of practice. Results The resulting curriculum defines core and specialist competencies across the ACHD lifespan, encompassing clinical care, transition, reproductive health, psychosocial support, prevention, advanced therapies, care coordination and research. EPAs specify required knowledge, skills, attitudes, assessment strategies and levels of entrustment, with a minimum standard for practice. The framework supports career progression from specialist to advanced practice roles and is adaptable for academic, workplace-based and continuing professional development contexts. Conclusions This curriculum represents the first internationally applicable, competency-based framework for ACHD nursing. By standardising expectations while allowing contextual flexibility, it strengthens role clarity, supports workforce development and promotes harmonised, high-quality ACHD care globally.
Computer-Vision Approach to Triaging Patient-Submitted Photos of Intestinal Ostomies
Varghese, Chris, Choudhary, Ashok, Larson, E W, Lee, Frank, Baier, Michele, Glabe, CG, Just, Jora N., Friedrich, Stacy, Merchea, Amit, Brady, Justin, Selig, Jody L., Thiels, Cornelius A., Salehinejad, Hojjat , Perry, William R.G., Varghese, Chris , Varghese, Chris , Baier, Michele C, Glabe, Cody L, Friedrich, Stacy A, Perry, William R , Lee, Frank, Glabe, Cody L., Merchea, Amit , Brady, Justin T. , Thiels, Cornelius A. , Perry, William

Mayo Clinic

Diseases of the Colon & Rectum | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/dcr.0000000000004366 | PMID 42466540 Get It

BACKGROUND: Surgeons and ostomy nurses receive a high volume of stoma photos from patients. OBJECTIVE: This study aimed to develop and validate an automated and scalable artificial intelligence pipeline for identification and triage of patient-submitted intestinal ostomy photos. DESIGN: Retrospective derivation and validation study with stakeholder engagement to guide model design. Clinical teams reviewed photos in duplicate and categorized them into: (a) obstructed view, (b) healthy stoma, (c) suitable for conservative management, or (d) requiring in-person review. Pre-trained neural networks including MobileNetV4, ResNet50, ViT and CLIP-ViT were fine-tuned with 5-fold cross-validation. SETTINGS: Nine Mayo Clinic hospitals (2019–2022). PATIENTS: Adult patients (≥18 years) undergoing surgery who submitted images within 30 days after surgery. MAIN OUTCOME MEASURES: Model performance was evaluated with area under the receiver operator curve, precision, recall, and F1-scores. RESULTS: In this study, 538 photos of abdominal ostomies were sent in by 191 patients (median age 52 years, IQR 40–63; 60.4% female). Expert consensus triaged 236 (43.9%) photos as having an obstructed view, 30 (5.6%) as healthy, 177 (32.9%) for conservative management, and 95 (17.7%) for in-person review. All models achieved area under the receiver operator curve >0.97 for identifying stomas. The CLIP-ViT model performed best at triage (macro- area under the receiver operator curve 0.94 ± 0.06; F1 0.77 ± 0.10). End-to-end detection and triage using CLIP-ViT achieved area under the receiver operator curve of 0.99 ± 0.01, precision of 0.87 ± 0.08, recall of 0.93 ± 0.04, and F1 of 0.89 ± 0.07. Attention maps showed that models focused on stomas to determine classification. LIMITATIONS: Low sample size and lack of prospective validation. CONCLUSIONS: A vision language model pipeline accurately detected and triaged patient-submitted ostomy photos. Prospective evaluation is now needed to support integration into multidisciplinary digital workflows. See Video Abstract .