Great musicians have a unique style and, with training, humans can learn to distinguish between these styles. What differences between performers enable us to make such judgements? We investigate this question by building a machine learning model that predicts performer identity from data extracted automatically from an audio recording. Such a model could be trained on all kinds of musical features, but here we focus specifically on rhythm, which (unlike harmony, melody and timbre) is relevant for any musical instrument.
View Article and Find Full Text PDFBackground: Many patients with rectal cancer are treated at small, low-volume hospitals despite evidence that better outcomes are associated with larger, high-volume hospitals.
Objectives: This study aims to examine trends of patients with rectal cancer who are receiving care at large hospitals, to determine the patient characteristics associated with treatment at large hospitals, and to assess the relationships between treatment at large hospitals and guideline-recommended therapy.
Design: This study was a retrospective cohort analysis to assess trends in rectal cancer treatment.
Purpose: Recent advances in head and neck cancer (HNC) treatment, such as increased use of organ-preserving advanced radiation treatments, the approval of cetuximab for HNC treatment, and the increase in human papillomavirus (HPV)-related HNC, have changed clinical approaches to HNC management. We sought to identify treatment trends in a population-based cohort of HNC patients.
Methods: The Surveillance, Epidemiology, and End Results Patterns of Care program collected additional treatment and HPV testing information on stratified random samples of HNC patients diagnosed in 1997 (n = 473), 2004 (n = 1,317), and 2009 (n = 1,128).
Dis Colon Rectum
November 2018
Background: Previous reviews and meta-analyses, which predominantly focused on patients treated before 2000, have reported conflicting evidence about the association between hospital/surgeon volume and rectal cancer outcomes. Given advances in rectal cancer resection, such as total mesorectal excision, it is essential to determine whether volume plays a role in rectal cancer outcomes among patients treated since 2000.
Objective: The purpose of this study was to determine whether there is an association between hospital/surgeon volume and rectal cancer surgery outcomes among patients treated since 2000.
Gene expression is a stochastic process and its appropriate regulation is critical for cell cycle progression. Cellular stress response necessitates expression reprogramming and cell cycle arrest. While previous studies are mostly based on bulk experiments influenced by synchronization effects or lack temporal distribution, time-resolved methods on single cells are needed to understand eukaryotic cell cycle in context of noisy gene expression and external perturbations.
View Article and Find Full Text PDFAlthough inhibitors of bromodomain and extra terminal domain (BET) proteins show promising clinical activity in different hematologic malignancies, a systematic analysis of the consequences of pharmacological BET inhibition on healthy hematopoietic (stem) cells is urgently needed. We found that JQ1 treatment decreases the numbers of pre-, immature and mature B cells while numbers of early pro-B cells remain constant. In addition, JQ1 treatment increases apoptosis in T cells, all together leading to reduced cellularity in thymus, bone marrow and spleen.
View Article and Find Full Text PDFBody temperature rhythms synchronize circadian oscillations in different tissues, depending on the degree of cellular coupling: the responsiveness to temperature is higher when single circadian oscillators are uncoupled. So far, the role of coupling in temperature responsiveness has only been studied in organotypic tissue slices of the central circadian pacemaker, because it has been assumed that peripheral target organs behave like uncoupled multicellular oscillators. Since recent studies indicate that some peripheral tissues may exhibit cellular coupling as well, we asked whether peripheral network dynamics also influence temperature responsiveness.
View Article and Find Full Text PDFPurpose: Treatment for oropharyngeal cancer (OPC) has changed over the past two decades under multiple influences. We provide a population-based description of the application of radiotherapy, surgery, and chemotherapy to OPC in 1997, 2004, and 2009.
Methods: The National Cancer Institute's Patterns of Care study for OPC included multiple variables not available in the public-use dataset.
Objective: To quantify use of VA and non-VA care among working-age veterans with private insurance by linking VA data to private health insurance plan (PHIP) data.
Methods: Demographics and utilization were compared between dual users of VA and non-VA systems versus single-system users for veterans < 65 living in 2 rural Midwestern states concurrently enrolled in VA health care and a PHIP for ≥ 1 complete federal fiscal year from 2000 to 2010. Chi-square and t-tests were used for univariate analyses.
Background: Evidence suggests that high-volume facilities achieve better rectal cancer outcomes.
Methods: Logistic regression was used to evaluate association of facility type with treatment after adjusting for patient demographics, stage, and comorbidities. SEER-Medicare beneficiaries who were diagnosed with stage II/III rectal adenocarcinoma at age ≥66 years from 2005 to 2009 and had Parts A/B Medicare coverage for ≥1 year prediagnosis and postdiagnosis plus a claim for cancer-directed surgery were included.
Objective: Although breast cancers (BCs) in young women often display more aggressive features, younger women are generally not screened for early detection. It is important to understand the characteristics of young onset breast cancer to increase awareness in this population. This analysis includes all ages, with emphasis placed on younger onset BC in Egypt as compared to the United States.
View Article and Find Full Text PDFRural cancer patients face many challenges in receiving care, including limited availability of cancer treatments and cancer support providers (oncologists, social workers, mental healthcare providers, palliative care specialists, etc), transportation barriers, financial issues, and limited access to clinical trials. Oncologists and other cancer care providers experience parallel challenges in delivering care to their rural cancer patients. Although no one approach fully addresses the many challenges of rural cancer care, a number of promising strategies and interventions have been developed that transcend the issues associated with long travel distances.
View Article and Find Full Text PDFObjective: The objective of this study was to determine what proportion of veterans previously screened for colorectal cancer (CRC) using fecal immunochemical testing (FIT) would be willing to undergo a second round of FIT screening.
Methods: Patients in the Iowa City Veterans Affairs Health Care System (<65 years old, asymptomatic, average risk, overdue for CRC screening) who completed a mailed FIT (April 2011 to May 2012) were contacted 1 year later by telephone to collect demographic and recent CRC screening information, and were offered a second mailed FIT if eligible.
Results: Of 204 veterans who completed initial FIT testing, 159 were eligible to participate in a second round of FIT screening; 132 (83%) participated in the telephone survey, and 126 (79%) completed a second annual FIT, with 10 (8%) individuals testing positive.
Purpose: Many patients do not receive guideline-recommended neoadjuvant chemoradiotherapy for resectable rectal cancer. Little is known regarding long-term quality of life (QOL) associated with various treatment approaches. Our objective was to determine patient characteristics and subsequent QOL associated with treatment approach.
View Article and Find Full Text PDFObjectives: Response to epidermal growth factor receptor inhibitors is poorer among stage IV colorectal cancer (CRC) patients with KRAS mutations; thus KRAS testing is recommended before treatment. KRAS testing was collected by Surveillance, Epidemiology, and End Results (SEER) registries for 2010 CRC cases, and our goal was to provide the first population-based estimates of testing in the United States.
Methods: SEER CRC cases diagnosed in 2010 were evaluated (n=30,351).
Background: Fatigue is one of the most frequent and disabling symptoms in multiple sclerosis, but its pathophysiological mechanisms are poorly understood. It is in particular unclear whether and how fatigue relates to structural and functional brain changes.
Objective: We aimed to analyse the association of fatigue severity with basal ganglia functional connectivity, basal ganglia volumes, white matter integrity and grey matter density.
We investigated the association of retinal nerve fibre layer thickness (RNFL) with white matter damage assessed by diffusion tensor imaging (DTI). Forty-four MS patients and 30 healthy subjects underwent optical coherence tomography. DTI was analysed with a voxel-based whole brain and region-based analysis of optic radiation, corpus callosum and further white matter.
View Article and Find Full Text PDFMany people who live in rural areas face distance barriers to colonoscopy. Our previous study demonstrated the utility of mailing fecal immunochemical tests (FIT) to average risk patients overdue for colorectal cancer (CRC screening). The aims of this study were to determine if introductory and reminder telephone calls would increase the proportion of returned FITs as well as to compare costs.
View Article and Find Full Text PDFObjective: Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is an autoimmune encephalitis with a characteristic neuropsychiatric syndrome and severe and prolonged clinical courses. In contrast, standard clinical magnetic resonance imaging (MRI) remains normal in the majority of patients. Here, we investigated structural and functional brain changes in a cohort of patients with anti-NMDAR encephalitis.
View Article and Find Full Text PDFObjective: Functional sex differences are described in several vascular beds. In the case of renal vessels, sex differences could influence processes like regulation of blood pressure and ion balance. Angiotensin II and nitric oxide are important regulators of renal vascular tone.
View Article and Find Full Text PDFAlthough it has been previously reported that patients with inflammatory breast cancer (IBC) experience worse survival than patients with other breast cancer (BC) types, the socioeconomic and ethnic factors leading to this survival difference are not fully understood. The association between county-level percent of persons below the poverty level and BC-specific (BCS) survival for cases diagnosed from 1990 to 2008 in the Surveillance, Epidemiology, and End Results (SEER) database linked to census derived county attributes was examined. A sub-analysis of cases from 2000 to 2008 also examined BCS survival by an index combining percent below poverty and less than high school graduates as well as metropolitan versus non-metropolitan county of residence.
View Article and Find Full Text PDFFatigue is one of the most frequent and disabling symptoms in multiple sclerosis (MS). Its pathophysiology remains poorly understood and objective measures to quantify fatigue are unavailable to date. To investigate whether analysis of ocular motor movements can provide diagnostic information in MS patients with fatigue, 37 MS patients (21 female, age 44 ± 9 years) and 20 age- and gender-matched healthy controls were prospectively recruited.
View Article and Find Full Text PDFCancer Epidemiol Biomarkers Prev
January 2012
Background: Inflammatory breast cancer (IBC) is a rare and highly aggressive form of primary breast cancer. Little is known about the risk factors for IBC, specifically the association with socioeconomic position (SEP).
Methods: The association between breast cancer type (IBC vs.
Objectives: We sought to compare quality of diabetes care by insurance type in federally funded community health centers. Method. We categorized 2018 diabetes patients, randomly selected from 27 community health centers in 17 states in 2002, into 6 mutually exclusive insurance groups.
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