Citations

Abstract Mechanical properties of biological tissues vary across spatial scales, yet radiomics typically relies on fixed, heuristic choices for neighbourhood size, kernel geometry, and spectral content - choices that can silently reshape the feature space before any modelling begins. We introduce a label-free, information-theoretic framework for selecting extraction parameters in multi-frequency MRE radiomics. For each configuration θ - neighbourhood radius r, kernel geometry k (sphere or shell), and frequency subset f - we extract a radiomics feature matrix and score it using an objective J(θ) that integrates distributional richness (Shannon entropy), cross-frequency coherence (canonical correlation), inter-feature redundancy (Spearman correlation), and bootstrap stability. We evaluate 121 configurations per tissue in multi-frequency MRE (30-60 Hz) of human brain, liver, and a calibrated phantom, and test robustness using 10,000 Dirichlet-sampled objective weightings. Across tissues, neighbourhood aggregation is consistently preferred over voxel-wise extraction, outperforming the no-neighbourhood baseline in 98.4-100% of weightings. External validation in 100 independent brain scans acquired with a different protocol and wider frequency range (20-90 Hz) confirms a reproducible mesoscopic plateau at r = 3-5 (9-15 mm), with a modal optimum at r = 4; omitting neighbourhood analysis reduces J(θ) by 38% relative to each subject’s optimum. Frequency-subset preferences replicate across datasets, with lower frequencies most frequently selected for brain. By turning ad hoc extraction choices into an outcome-free optimisation step, this framework improves reproducibility, reduces sensitivity to heuristic parameter choices, and generalises across acquisition protocols and imaging sites.

Abstract Left atrial enlargement is a well-recognized marker of adverse cardiovascular outcomes, but its impact on early morbidity and mortality after valve replacement remains uncertain. We retrospectively reviewed 422 patients who underwent aortic and/or mitral valve replacement (MVR) for rheumatic heart disease at X between 2004 and 2022. Preoperative left atrial diameter index (LADI) was measured, and patients were classified as normal (<2.3 cm/m2) or abnormal (≥2.3 cm/m2). Clinical, operative, and postoperative outcomes were compared. The primary endpoint was 30-day all-cause mortality; secondary endpoints included postoperative atrial fibrillation (POAF), neurological events, renal impairment, re-exploration for bleeding, and intraoperative pacing wire requirement. Nearly half of patients (48.8%) had abnormal LADI. Patients with enlarged atria were more often female, had smaller body size, and were significantly more likely to undergo MVR (42.7% versus 18.1%, p < 0.001). Abnormal LADI was strongly associated with POAF (16.0% versus 7.4%, p = 0.006) and intraoperative pacing wire insertion (38.3% versus 23.5%, p = 0.001). Multivariate analysis confirmed severe LADI as an independent predictor of POAF (OR 3.91, p = 0.001) and pacing requirements (OR 2.31, p = 0.004). No significant differences were observed in 30-day mortality, stroke/transient ischemic attack, renal dysfunction, or bleeding complications. Preoperative LADI is an independent predictor of postoperative arrhythmic complications and pacing needs after valve replacement, but not early mortality. Incorporating LADI into preoperative risk assessment may improve rhythm surveillance and perioperative planning. Future prospective studies should evaluate its long-term prognostic value and role in reverse remodeling after surgery.

BACKGROUND Health care resource use, pollution, and greenhouse gas emissions are increasingly studied to balance quality patient care with environmental, social, and financial impacts. However, consolidated sustainability recommendations for Mohs micrographic surgery (MMS) remain unexplored. OBJECTIVE To assess current recommendations and studies on environmental sustainability in MMS. MATERIALS AND METHODS Following PRISMA-ScR guidelines, a literature review was conducted across PubMed, ScienceDirect, Scopus, Web of Science, and Cochrane databases from 2014 to 2024. English peer-reviewed studies using keywords “climate change,” “margin control,” “environment,” “sustainability,” “waste,” “resource,” “Mohs micrographic,” “Mohs,” and “micrographic” were included. Duplicates and conference abstracts were excluded. RESULTS Of 5,526 articles, nine met inclusion criteria after independent review. Recommendations included standardized surgical sets, limiting instruments to essentials, and redesigning procedure rooms to improve recycling access. Three articles found no significant difference in infection rates between sterile and nonsterile glove use. Other suggestions involved recycling plastics, using microtubules to reduce chromacoding dye waste by minimizing spillage and drying, and scheduling virtual preoperative visits to reduce travel emissions. Insurance reimbursement for virtual visits remains a limitation. CONCLUSION Restructuring surgical protocols and procedure room design encourages innovation and addresses workflow inefficiencies rooted in tradition rather than evidence, promoting sustainability in MMS.

PURPOSE To compare mortality risk among long-term survivors of high-grade serous ovarian cancer (HGSOC) with that of the general US population and to examine how mortality and recurrence trends have evolved under changing treatment approaches. MATERIALS AND METHODS This is a retrospective cohort study including patients with histologically confirmed HGSOC treated at a single referral cancer center from 1991 to 2022. Mortality risk, expressed as standardized mortality ratios (SMRs, ratio of observed deaths in the study population to expected deaths in an age-matched US population), was assessed at diagnosis and yearly on patients without events (disease persistence, recurrence, or death from any cause). RESULTS A total of 2,074 consecutive patients were included. The median follow-up was 12.5 years (IQR, 11.7-13.8). Most patients were stage III (1,396, 69.2%), 1,299 (62.8%) underwent primary cytoreductive surgery, and 1,688 (87.4%) received platinum-taxane as first-line therapy. At diagnosis, the mortality rate was 7.40 times higher than that in the general population (95% CI, 7.04 to 7.77). By 7 event-free years, the 95% CI for the SMR included 1 for the first time, and at 10 years, the SMR was 1.05 (95% CI, 0.72 to 1.49), indicating no statistically significant excess mortality compared with the general population. In those event-free at 10 years, the 5-year cumulative incidence of ovarian cancer–related deaths (8.2% [95% CI, 4.2 to 16.0]) was comparable with that of non–ovarian cancer–related deaths (6.3% [95% CI, 2.9 to 13.8]). CONCLUSION In this cohort, mortality risk steadily declined for patients who remained event-free, approaching that of the general population by 7 years after diagnosis. These results emphasize the importance of individualized, long-term follow-up to address both recurrence risk and survivorship needs.

PURPOSE Limited access to high-speed internet (broadband [BB]) may pose challenges to video telehealth visit (VTV) utilization. This study explored barriers, facilitators, and attitudes toward VTV adoption in patients with cancer residing in low-BB settings. METHODS We examined a cohort of patients with cancer receiving longitudinal care at Mayo Clinic Cancer Practice in the Upper Midwest. Eligible patients had ≥6 in-person visits during July 2020-October 2022, received oncology care at Mayo Clinic sites, were alive at sampling, and resided in low-BB areas defined by Federal Communications Commission data as 0 or 1 internet service provider offering <25 Mbps. We enrolled 24 participants stratified into two groups: (1) Transitioned users (TUs): adopted VTVs postpandemic (November 2022-December 2023); (2) persistent nonusers (PNUs): received exclusively in-person visits. Semistructured telephone interviews were conducted in June 2024 and thematically analyzed. RESULTS The average age of participants was 71.3 years (range, 42-88), 50% was female, and all identified as White. Three themes emerged: (1) Structural and clinical constraints—physical examinations, laboratory testing, and chemotherapy administration were viewed as requiring in-person care, whereas VTVs were perceived acceptable for routine follow-ups; (2) Skills and experience—digital literacy was generally adequate, but confidence and direct exposure to VTV distinguished TU from PNU; (3) Motivations—both groups preferred in-person care for cancer-related emotional reassurance. TU cited weather, travel burden, and proactive provider offering as adoption triggers, whereas PNU reported that VTV was rarely offered. TU focused on system-level solutions, whereas PNUs preferred individual-level resources. CONCLUSION Differential VTV adoption in low-BB settings reflected exposure, provider offering, and situational necessity rather than BB access alone. Oncology practices should consider normalizing the hybrid care model combining in-person and video appointment visits and provide tailored supports to advance equitable telemedicine. Expanding video care in oncology requires more than digital access and depends on patient experience, care context, and human connection inherent in oncology care.