Publications by authors named "Neal D"

To address the concern that polygenic hazard scores for prostate cancer (PCa) might not distinguish between indolent and aggressive disease, we performed analyses using a 601-variant polygenic score (PHS601). We hypothesized that among men who eventually developed PCa, those with higher PHS were more likely to develop aggressive disease. We analyzed genetic and phenotypic data from a diverse, national cohort of men diagnosed with PCa (Million Veteran Program, n = 69,901, 6413 metastatic).

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Objective: The recent National Coverage Determination surrounding carotid stenting and shared decision-making has ushered in an era of patient-centric carotid care. However, historical carotid intervention endpoints have lacked patient-centered nuances to inform clinical decisions. Accordingly, we aimed to create a comprehensive novel, patient-centric textbook outcome (TO) to inform treatment paradigms.

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Introduction: The purpose of this analysis was to document longitudinal changes in thoracic endovascular aortic repair practice patterns and clinical outcomes, using data from the Vascular Quality Initiative.

Methods: All patients who underwent elective or nonelective thoracic endovascular aortic repair from 2015 to 2023 were reviewed (N = 23,532). The primary outcomes were in-hospital mortality and long-term survival.

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Purpose: Initial recommendations for ECMO had relative contraindications for low birth weight (BW) or low gestational age (GA) babies. However, more recent literature has demonstrated improved and acceptable outcomes of ECMO in smaller neonates. The purpose of this study was to understand both utilization and survival in patients with lower GA and BW.

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Background: The field of digital health solutions (DHS) has grown tremendously over the past years. DHS include tools for self-management, which support individuals to take charge of their own health. The usability of DHS, as experienced by patients, is pivotal to adoption.

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Introduction: Neonatal postoperative outcomes may be negatively affected by perioperative red blood cell transfusion (RBCT). This study compared 30-day postoperative outcomes between transfused and non-transfused neonates.

Methods: The National Surgical Quality Improvement Program (NSQIP) Pediatric dataset (2021-2022) was used to analyze the association between RBCT and 30-day morbidity and mortality after neonatal surgery.

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Large language models (LLMs) have shown promise in medical question answering, with Med-PaLM being the first to exceed a 'passing' score in United States Medical Licensing Examination style questions. However, challenges remain in long-form medical question answering and handling real-world workflows. Here, we present Med-PaLM 2, which bridges these gaps with a combination of base LLM improvements, medical domain fine-tuning and new strategies for improving reasoning and grounding through ensemble refinement and chain of retrieval.

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Background: Major limb amputation can place a significant financial burden on patients and their families because of costs of care and loss of income, encapsulated by the concept of financial toxicity. We sought to measure and understand factors associated with financial toxicity among patients undergoing major lower limb amputation for diabetic foot ulcers or peripheral arterial disease.

Methods: We identified patients in an institutional database who received lower limb amputations and excluded patients who underwent amputation due to known trauma or cancer.

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Background: Patients' capacities to understand and act upon healthcare information is crucial to decision-making and high-quality care. Cognitive impairment (CI) has been associated with adverse outcomes across a range of diseases and surgeries. Despite the importance of CI, there is little to no information on its prevalence and severity in vascular surgery patients in the United States.

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Background: The Surgical Infection Society (SIS) guidelines recommend against the use of surgical antibiotic prophylaxis (SAP) for low-risk patients undergoing elective laparoscopic cholecystectomies.

Methods: Using National Surgical Quality Improvement Program (NSQIP) data, 5440 pediatric patients were identified who underwent laparoscopic cholecystectomy from 2021 to 2022. Patients who had immunodeficiency, active malignancy, American Society of Anesthesiologists (ASA) physical status classification 3-5, procedure indicated for infection, emergent procedure, received intravenous antibiotics before the prophylaxis window, or missing SAP data were excluded.

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The demand for dental implants has increased, establishing them as the standard of care for replacing missing teeth. Several factors contribute to the success or failure of an implant post-placement. Modifications to implant surfaces can enhance the biological interactions between bone cells and the implant, promoting better outcomes.

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Genetic variation at the 19q13.3 KLK locus is linked with prostate cancer susceptibility in men. The non-synonymous KLK3 single nucleotide polymorphism (SNP), rs17632542 (c.

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Objective: To understand mortality and secondary outcomes in patients with both end-stage kidney disease (ESKD) and chronic limb-threatening ischemia (CLTI) after no procedural treatment, primary amputation, endovascular treatment, and open surgery.

Summary Background Data: ESKD and CLTI commonly cooccur and limited prior work has demonstrated poor outcomes including one-year survival despite treatment.

Methods: We conducted a retrospective national cohort study of United States Renal Data System data from January 1, 2016 to December 31, 2019 to determine mortality, major postoperative complications, and other outcomes.

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Background: Patients often utilize social media platforms as a resource for medical information. Lately, hernia mesh has been surrounded by controversy due to highly publicized mesh recalls. We aimed to assess the rates of misinformation, legal solicitation, and conflict of interest of hernia mesh information on Facebook and YouTube.

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Large language models (LLMs) hold promise to serve complex health information needs but also have the potential to introduce harm and exacerbate health disparities. Reliably evaluating equity-related model failures is a critical step toward developing systems that promote health equity. We present resources and methodologies for surfacing biases with potential to precipitate equity-related harms in long-form, LLM-generated answers to medical questions and conduct a large-scale empirical case study with the Med-PaLM 2 LLM.

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Article Synopsis
  • Following the transition to digital pathology for primary diagnosis, dermatology residents showed improved diagnostic accuracy with digital methods compared to traditional light microscopy.
  • In a study, residents diagnosed 22 out of 32 cases correctly using digital slides versus 18 out of 32 with light microscopy, with accuracy increasing for those with more training.
  • Most residents (85.7%) preferred digital pathology over light microscopy, highlighting the need for training that combines both methods to ensure competency in both areas.*
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Single nucleotide polymorphism (SNP) interactions are the key to improving polygenic risk scores. Previous studies reported several significant SNP-SNP interaction pairs that shared a common SNP to form a cluster, but some identified pairs might be false positives. This study aims to identify factors associated with the cluster effect of false positivity and develop strategies to enhance the accuracy of SNP-SNP interactions.

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Introduction: Crohn's disease and ulcerative colitis are characterized by chronic inflammation of the gastrointestinal tract. Mucosal healing (MH) is a therapeutic goal in patients with inflammatory bowel disease (IBD). Current data suggest that Black patients may experience worse clinical outcomes than White patients with IBD.

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Objective: This study aimed to evaluate the association of surgeon self-reported gender on clinical outcomes in contemporary US surgical practice.

Background: Previous research has suggested that there are potentially improved surgical outcomes for female surgeons, yet the underlying causal path for this association remains unclear.

Methods: Using the Vizient Clinical Database(2016-2021), 39 operations categorized by the CDC's National Healthcare Safety Network were analyzed.

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Oral cancer represents a significant global public health challenge, contributing substantially to the incidence and mortality of cancer. Despite established risk factors such as tobacco use and alcohol consumption, early detection remains crucial for effective treatment. This study introduces a novel approach using a transistor-based biosensor system for detecting the P90 (CIP2A) protein.

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Background: Although the direct anterior (DA) approach has increased in popularity for primary total hip arthroplasty (THA), there is limited evidence regarding its use for revision THA. It is unknown whether the dislocation benefit seen in the primary setting translates to revision cases.

Methods: This retrospective review compared the dislocation rates of revision THA performed through DA versus postero-lateral (PL) approaches at a single institution (2011 to 2021).

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Alzheimer's disease (AD) affects both grey and white matter (WM), but considerably more is known about the former. Interestingly, WM disruption has been consistently observed and thoroughly described using imaging modalities, particularly MRI which has shown WM functional disconnections between the hippocampus and other brain regions during AD pathogenesis when early neurodegeneration and synapse loss are also evident. Nonetheless, high-resolution structural and functional analyses of WM during AD pathogenesis remain scarce.

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Background: There is persistent controversy surrounding the merit of surgical volume benchmarks being used solely as a sufficient proxy for assessing the quality of open abdominal aortic aneurysm (AAA) repair. Importantly, operative volume quotas may fail to reflect a more nuanced and comprehensive depiction of surgical outcomes most relevant to patients. Accordingly, we herein propose a patient-centered textbook outcome (TO) for AAA repair that is analogous to other large magnitude extirpative operations performed in other surgical specialties, and test its feasibility to discriminate hospital performance using Society for Vascular Surgery (SVS) volume guidelines.

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Background: Endovascular aortic aneurysm repair (EVAR) has had a dynamic impact on abdominal aortic aneurysm (AAA) care, often supplanting open AAA repair (OAR). Accordingly, US AAA management is often highlighted by disparities in patient selection and guideline compliance. The purpose of this analysis was to define secular trends in AAA care.

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Article Synopsis
  • The study evaluated the cost-effectiveness of the FindMyApps intervention for people with dementia and their caregivers, comparing it to standard digital care.
  • The research involved a randomized controlled trial with participants having mild cognitive impairment or mild dementia, measuring outcomes like quality of life and caregiver competence through various assessments and economic data.
  • Results indicated that while the FindMyApps group showed improved caregiver competence, overall costs and most other outcomes did not significantly differ from those receiving standard care.
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