Citations

Abstract Echocardiography is the most widely used cardiac imaging modality, yet artificial intelligence-enabled interpretation remains limited by the inability of existing models to integrate visual assessment, quantitative measurement, and clinical reasoning within a unified framework. Here we present EchoAtlas, the first autoregressive vision-language model developed for echocardiographic interpretation. Trained on over 12.9 million question-answer pairs derived from approximately 2 million echocardiogram videos, EchoAtlas achieves 0.966 accuracy on multiple-choice questions in our internal test set and establishes a new state-of-the-art on the public MIMIC-EchoQA benchmark (0.699 vs. 0.508 previously). EchoAtlas also provides accurate quantitative measurements, segment-level regional wall motion assessment, longitudinal comparison, and diagnostic reasoning across diverse question formats — capabilities not previously demonstrated in this domain. These results highlight the potential of autoregressive vision-language models as a foundation for interactive echocardiographic interpretation, representing an early step toward scalable, auditable artificial intelligence systems in cardiology practice.

Abstract Hereditary hemorrhagic telangiectasia (HHT), an autosomal dominant vasculopathy affecting 1 in 5000 individuals, is the second most common inherited bleeding disorder worldwide. Despite this prevalence, comprehensive data on disease manifestations and complications remain limited. To address this gap, the US Congress allocated funding leading to the Comprehensive HHT Outcomes Registry of the United States (CHORUS), a prospective, 15-center longitudinal registry enrolling unselected patients with confirmed HHT. In this initial report, we describe findings from the first 600 participants, with a median age of 53 (range, 0-88) years and 60% female. Despite most participants developing typical HHT manifestations by age 13 years, the majority (63%) were not diagnosed until mid-to-late adulthood. Recurrent spontaneous epistaxis occurred in 95% of participants, chronic gastrointestinal bleeding in 30%, and heavy menstrual bleeding in 35% of postmenarche females, together resulting in moderate-to-severe mucosal bleeding in 76%. Iron deficiency and/or anemia were diagnosed in 68%, with 41% requiring IV iron and 25% requiring red cell transfusions. Serious complications of solid-organ arteriovenous malformations were frequent, including intracranial hemorrhage (3%), pulmonary hemorrhage (2%), venous thromboembolism (7%), arterial thromboembolism (11%), heart failure (7%), and pulmonary hypertension (7%). These data from CHORUS, the first national US registry of its kind, provide reliable, real-world estimates of the incidence, prevalence, and severity of numerous HHT manifestations and complications. HHT has a high burden of moderate-to-severe bleeding, anemia, thrombosis, and major neurologic and cardiopulmonary complications. There is a mean interval between first symptoms and diagnosis of >2 decades, during which substantial, serious, and preventable HHT morbidity, including early intracranial hemorrhage, may occur. This trial was registered at clinicaltrials.gov as NCT06259292.

Purpose To determine if preoperative femoral or tibial bone marrow edema (BME) is indicative of higher rates of re‐tear and conversion to total knee arthroplasty (TKA) after posterior medial meniscal root tear repair, and, secondarily, whether preoperative BME impacted patient‐reported outcome measures and rates of infection and arthrofibrosis. Methods Patients that underwent posterior medial meniscal root tear repair between 2013 and 2021 with a 2‐year minimum follow‐up were retrospectively analyzed. Primary outcome measures included re‐tears and TKA conversion. Secondary outcomes included International Knee Documentation Committee (IKDC) score and Lysholm score, infection, and arthrofibrosis. Cohort‐specific minimally clinically important difference and Patient Acceptable Symptomatic Scale rates were calculated. Two‐tailed t‐tests, Wilcoxon rank‐sum tests, and Fisher's exact tests were used where appropriate. Results The study population consisted of 97 knees (74 without BME [NBME], 23 with BME) with average follow‐up of 38.9 months (24‐68). Preoperatively, the NBME group had higher IKDC scores ( P = .008). Postoperatively, the NBME group had higher IKDC scores at 6 months, 1 year, and 2 years (84.5 [6.0] vs 68.5 [11.0]) ( P = .041, <.001, <.001). IKDC minimally clinically important difference rates were not significantly different between groups at all follow‐ups. Patient Acceptable Symptomatic Scale rates were higher for the NBME group at 1‐year and final follow‐up (100.0% vs 60.9%) ( P < .001 for both). Lysholm scores were higher for the NBME group at 1‐year and final follow‐up (84.0 [5.6] vs 74.6 [12.8]) ( P = .019 and .008, respectively). Re‐tear occurred in 17.4% of the BME group and 0% of the NBME group ( P = .003). TKA conversion rates were 21.7% in the BME group and 2.7% in the NBME group ( P = .008). There was no difference in arthrofibrosis or infection rates. Conclusions Preoperative BME in patients undergoing posterior medial meniscal root tear repair is associated with higher rates of recurrent meniscal root tearing and conversion to TKA in addition to lower subjective IKDC and Lysholm scores compared to patients without preoperative BME. Level of Evidence Level III, retrospective prognostic case control series.

Thalamic neuromodulation has re-emerged as a central strategy for the treatment of drug-resistant epilepsy, driven by advances in stereo-electroencephalography, network neuroscience, and signal processing. This perspective paper summarizes and integrates the key scientific, technical, and clinical insights presented during the American Epilepsy Society (AES) 2025—Epilepsy Surgery Symposium on Advances in Thalamic Neuromodulation for Epilepsy: From Mechanisms of Action to Clinical Application . Beyond a summary of the individual presentations, this manuscript reflects the collective opinions of the panel regarding current evidence, unresolved controversies, and future directions. An unifying theme emerged: effective thalamic neuromodulation requires a shift from empiric, one-size-fits-all targeting toward patient-specific, hodology-informed strategies grounded in in situ electrophysiology and network-level biomarkers.

Background The prognostic significance of an adverse acid–base milieu despite venoarterial extracorporeal membrane oxygenation support in patients with cardiogenic shock remains poorly defined. We examined metabolic and respiratory disturbances in the ELSO (Extracorporeal Life Support Organization) Registry among patients who received venoarterial extracorporeal membrane oxygenation support for refractory cardiogenic shock. Methods Arterial blood gas acid–base values at 24 hours following venoarterial extracorporeal membrane oxygenation initiation were analyzed, with patients classified by pH, arterial partial pressure of carbon dioxide, and bicarbonate. Multivariable logistic regression and exploratory machine learning analyses were used to assess predictors of in‐hospital mortality. Results Among 15 144 adult patients, 74.6% (10 860) had neither respiratory nor metabolic acidosis, 13.1% (1909) had isolated respiratory acidosis, 11.6% (1684) had isolated metabolic acidosis, and 0.7% (100) had combined acidosis. In‐hospital mortality occurred in 7719 (51.0%) patients and increased incrementally across patients with lower pH (adjusted odds ratio [OR], 2.03 with each 0.1‐unit decrease in pH, using 7.4 as a reference point [95% CI, 1.82–2.26]), bicarbonate (adjusted OR, 1.93 per each 5‐mEq/L <24 mEq/L [95% CI, 1.76–2.12]) or base excess (adjusted OR, 1.90 per each 5‐mEq/L <0 mEq/L [95% CI, 1.75–2.07]) (all P <0.01). Mortality varied significantly, being highest for the low‐pH metabolic acidosis cluster (adjusted OR, 1.90 [95% CI, 1.70–2.12], P <0.01). Conclusions Survival decreased progressively with worse acidemia or metabolic acidosis despite 24 hours of hemodynamic support with venoarterial extracorporeal membrane oxygenation among patients with cardiogenic shock. Our findings emphasize the prognostic significance of metabolic parameters as potentially modifiable risk factors and underscore the need for early recognition and interventions to mitigate severe metabolic derangements.

Abstract Platelet‐rich plasma (PRP) continues to generate both excitement and skepticism within orthopaedics and sports medicine. As a biologic derived from autologous blood, PRP offers an appealing, minimally invasive option for treating musculoskeletal pathology through the delivery of concentrated growth factors and cytokines. Evidence across orthopaedic subspecialties remains mixed, however, with studies showing variable efficacy and inconsistent methodologies. Recent data on PRP use for extra‐articular hip pathology, particularly greater trochanteric pain syndrome, hamstring injuries, and piriformis syndrome show encouraging improvements in pain and function, including faster return to sport and favorable patient‐reported outcomes. Yet, significant heterogeneity in study design, PRP preparation, and control interventions limits generalizability and hinders clear clinical guidance. These inconsistencies mirror similar challenges in PRP research for a variety of other orthopaedic pathologies, underscoring the need for standardized preparation protocols and consistent reporting frameworks. Despite these limitations, a signal of efficacy persists within the data, suggesting PRP may indeed provide meaningful benefit for select extra‐articular hip conditions. As surgical alternatives for these pathologies often carry substantial morbidity, continued refinement of PRP formulations and methodology represents a promising step toward establishing biologics as reliable, evidence‐based tools in orthopaedic care.

Abstract Diffuse leptomeningeal glioneuronal tumors (DLGNT) are rare central nervous system tumors. Our understanding of the clinical course, prognostic factors, and optimal treatment strategies remains limited. Histologic, molecular, and clinical data were collected and analyzed for 25 patients with DLGNT reviewed at St. Jude Children’s Research Hospital. The median age at diagnosis was 6 years (11 months-20 years). Nineteen (72%) patients were male. The disease was localized at diagnosis in 12 (48.0%) patients, with most tumors localized in the spinal cord. BRAF fusion was present in 22 (95.6%) of 23 patients who had material for testing. Of 18 patients who had tissue for DNA methylation profiling, 3 (16.7%) matched to DLGNT MC-1, 3 (16.7%) to DLGNT MC-2, and 12 (66.7%) did not match to a DLGNT subclass. Median follow-up was 63 months. Twenty-four (96.0%) patients received adjuvant therapy after initial diagnosis or at progression. Thirty-five cytotoxic chemotherapy and 24 single-agent targeted therapy regimens were used in 22 and 13 patients, respectively. With targeted therapy, 3 (12%) patients had partial responses. Eleven (44.0%) received radiotherapy. Median progression-free survival (PFS) after a patient’s first chemotherapy, targeted therapy, or radiotherapy regimen was 44 months (1-77), 11 months (4-39), and 16.5 months (9-23), respectively. The 5-year PFS was 18.7%±9.2, while the 5-year overall survival (OS) was 82.4%±9.2. The 5-year OS was lower in patients older than 9 years at diagnosis (60.0%±21.9 vs 91.7%±8.0, p = 0.02). Ki67 &gt;4% was associated with worse PFS (0%±0 vs 24.6%±11.9 at 5 years, p = 0.03). Initial disease dissemination (localized vs. disseminated) and 1q gain status do not influence PFS or OS. PFS for DLGNT remains poor across all treatment modalities, including targeted therapies, despite the high frequency of BRAF fusions. Due to its rarity, establishing optimal therapeutic strategies for DLGNT requires additional treatment and outcome data and prospective multi-institutional trials.

Abstract Introduction and Objective This study aims to evaluate the learning curve and perioperative outcomes of single‐port extraperitoneal robotic radical prostatectomy (SP‐EP‐RARP) performed by a single surgeon at a high‐volume academic institution. Methods A retrospective review of a prospectively maintained database was conducted for patients who underwent SP‐EP‐RARP from September 2023 to August 2025. Key metrics included operative time, estimated blood loss, conversion rate, nerve‐sparing status, pathological margin status and continence (0–1 pad for safety), and 30‐day complication rate. Descriptive statistics were used, and outcomes were analysed chronologically to assess for trends suggesting a learning curve. Results The cohort included 53 patients who underwent extraperitoneal SP‐EP‐RARP. Median operative time was 213 min (IQR: 145–281). Median estimated blood loss was 100 mL (IQR: 75–125). Nerve‐sparing was attempted in 75.5% of cases. No assist or plus one ports were utilized. Final pathology revealed pT2 disease in 64.1% (34 cases), pT3a in 32.1% (17 cases) and pT3b in 3.7% (2 cases). Overall positive margin rate was 26.4%. Thirty‐day Clavien–Dindo Grades I–II complication rates were 11.3%, and no major complications or 90‐day complications were reported. Continence rates at 6 weeks, 3 months and 6 months were 72%, 72% and 75%, respectively. Stabilization of operative times and intraoperative outcomes occurred after approximately 25–30 cases. Conclusion SP‐EP‐RARP can be safely implemented by a newly graduated fellowship‐trained robotic surgeon with acceptable oncologic and functional outcomes. Initial learning can be estimated at approximately 25–30 cases.