keyword
MENU ▼
Read by QxMD icon Read
search

Risk Prediction model

keyword
https://www.readbyqxmd.com/read/29353400/a-stard-compliant-prediction-model-for-diagnosing-thrombotic-microangiopathies
#1
Pietro Manuel Ferraro, Gianmarco Lombardi, Alessandro Naticchia, Antonio Sturniolo, Cecilia Zuppi, Valerio De Stefano, Patrizia Bonelli, Ruggero Buonocore, Gianfranco Cervellin, Giuseppe Lippi, Giovanni Gambaro
Aim of the study was the definition of a predictive model for the initial diagnosis of thrombotic microangiopathies (TMA). We retrospectively collected data on all adult patients admitted to the Gemelli Hospital from 2010 to 2014. ICD-9 codes from primary diagnoses were used for TMA diagnosis. Demographic and laboratory characteristics on admission of patients with TMA were then compared with a random sample of 500 patients with other diagnoses. The prediction model was externally validated in a cohort from another hospital...
January 20, 2018: Journal of Nephrology
https://www.readbyqxmd.com/read/29353378/secular-trends-in-the-appropriateness-of-empirical-antibiotic-treatment-in-patients-with-bacteremia-a-comparison-between-three-prospective-cohorts
#2
Vered Daitch, Yulia Akayzen, Yasmin Abu-Ghanem, Noa Eliakim-Raz, Mical Paul, Leonard Leibovici, Dafna Yahav
The objective of this study was to explore whether the percentage of inappropriate empirical antibiotic treatment in patients with bacteremia changed over time and to understand the factors that brought on the change. Three prospective cohorts of patients with bacteremia in three different periods (January 1st, 1988 to December 31st, 1989; May 1st, 2004 to November 30, 2004; May 1st, 2010 to April 30, 2011) were compared. Analysis was performed on a total of 811 patients. In 2010-2011, 55.9% (76/136) of patients with bacteremia received inappropriate empirical treatment, compared with 34...
January 20, 2018: European Journal of Clinical Microbiology & Infectious Diseases
https://www.readbyqxmd.com/read/29353114/toxic-hazards-of-ammonia-release-and-population-vulnerability-assessment-using-geographical-information-system
#3
N S Anjana, A Amarnath, M V Harindranathan Nair
Today, chemical industries manufacture, store and transport evermore hazardous substances and hence the risk of accidental releases of these chemicals can become more and more catastrophic in the context of increasing population and their requirements. The damage potential is proportional to the population characteristics of the location as well as various meteorological factors and geographical features. For the risk assessment of ammonia toxicity, the storage facility at Eloor industrial area is taken as a sample...
January 15, 2018: Journal of Environmental Management
https://www.readbyqxmd.com/read/29353024/outcomes-and-mortality-prediction-model-of-critically-ill-adults-with-acute-respiratory-failure-and-interstitial-lung-disease
#4
Whitney Gannon, David J Lederer, Mauer Biscotti, Azka Javaid, Nina Patel, Daniel Brodie, Matthew Bacchetta, Matthew Baldwin
BACKGROUND: We aimed to examine short- and long-term mortality in a mixed population of interstitial lung disease (ILD) patients with acute respiratory failure, and to identify those at lower versus higher risk of in-hospital death. METHODS: We conducted a single-center retrospective cohort study of 126 consecutive adults with ILD admitted to an intensive care unit (ICU) for respiratory failure at a tertiary care hospital between 2010 and 2014 who did not undergo lung transplantation during their hospitalization...
January 15, 2018: Chest
https://www.readbyqxmd.com/read/29352990/low-socioeconomic-condition-and-the-risk-of-dengue-fever-a-direct-relationship
#5
Elaine Cristina Farinelli, Oswaldo Santos Baquero, Celso Stephan, Francisco Chiaravalloti-Neto
This study aimed to characterize the first dengue fever epidemic in Várzea Paulista, São Paulo, Brazil, and its spatial and spatio-temporal distribution in order to assess the association of socioeconomic factors with dengue occurrence. We used autochthonous dengue cases confirmed in a 2007 epidemic, the first reported in the city, available in the Information System on Diseases of Compulsory Declaration database. These cases where geocoded by address. We identified spatial and spatio-temporal clusters of high- and low-risk dengue areas using scan statistics...
January 15, 2018: Acta Tropica
https://www.readbyqxmd.com/read/29352897/cost-utility-of-quadrivalent-versus-trivalent-influenza-vaccine-in-brazil-comparison-of-outcomes-from-different-static-model-types
#6
Laure-Anne Van Bellinghen, Alen Marijam, Gabriela Tannus Araujo, Jorge Gomez, Ilse Van Vlaenderen
BACKGROUND: Influenza burden in Brazil is considerable with 4.2-6.4 million cases in 2008 and influenza-like-illness responsible for 16.9% of hospitalizations. Cost-effectiveness of influenza vaccination may be assessed by different types of models, with limitations due to data availability, assumptions, and modelling approach. OBJECTIVE: To understand the impact of model complexity, the cost-utility of quadrivalent versus trivalent influenza vaccines (QIV versus TIV) in Brazil was estimated using three distinct models: a 1-year decision tree population model with three age groups (FLOU); a more detailed 1-year population model with five age groups (FLORA); and a more complex lifetime multi-cohort Markov model with nine age groups (FLORENCE)...
January 17, 2018: Brazilian Journal of Infectious Diseases
https://www.readbyqxmd.com/read/29352727/re-evaluation-of-target-lipid-model-derived-hc5-predictions-for-hydrocarbons
#7
Joy A McGrath, Christopher J Fanelli, Dominic M Di Toro, Thomas F Parkerton, Aaron D Redman, Miriam Leon Paumen, Mike Comber, Charles V Eadsforth, Klaas den Haan
The Target Lipid Model (TLM) has been previously applied to predict the aquatic toxicity of hydrocarbons and other non-ionic organic chemicals and for deriving HC5 values, concentrations above which 95% of species should be protected. Several concerns were identified with the TLM-derived HC5 when applied in a substance risk assessment context. These shortcomings were addressed by expanding the acute and chronic toxicity databases to include more diverse taxonomic groups and increase the number of species. The TLM was recalibrated with these expanded databases resulting in critical target lipid body burdens and acute-to-chronic ratios that met the required guidelines for using species sensitivity distributions in substance risk assessment...
January 20, 2018: Environmental Toxicology and Chemistry
https://www.readbyqxmd.com/read/29352441/utility-of-tumor-burden-score-to-stratify-prognosis-of-patients-with-hepatocellular-cancer-results-of-4759-cases-from-ita-li-ca-study-group
#8
Alessandro Vitale, Quirino Lai, Fabio Farinati, Laura Bucci, Edoardo G Giannini, Lucia Napoli, Francesca Ciccarese, Gian Lodovico Rapaccini, Maria Di Marco, Eugenio Caturelli, Marco Zoli, Franco Borzio, Rodolfo Sacco, Giuseppe Cabibbo, Roberto Virdone, Fabio Marra, Martina Felder, Filomena Morisco, Luisa Benvegnù, Antonio Gasbarrini, Gianluca Svegliati-Baroni, Francesco Giuseppe Foschi, Gabriele Missale, Alberto Masotto, Gerardo Nardone, Antonio Colecchia, Mauro Bernardi, Franco Trevisani, Timothy M Pawlik
BACKGROUND: Dichotomous models like Milan Criteria represent the routinely used tools for predicting the outcome of patients with hepatocellular carcinoma (HCC). However, a paradigm shift from a dichotomous to continuous prognostic stratification should represent a good strategy for improving the prediction process. Recently, the tumor burden score (TBS) has been proposed for selecting patients with colorectal liver metastases. To date, TBS has not been validated in a large HCC population...
January 19, 2018: Journal of Gastrointestinal Surgery: Official Journal of the Society for Surgery of the Alimentary Tract
https://www.readbyqxmd.com/read/29352440/the-limitations-of-standard-clinicopathologic-features-to-accurately-risk-stratify-prognosis-after-resection-of-intrahepatic-cholangiocarcinoma
#9
Fabio Bagante, Katiuscha Merath, Malcolm H Squires, Matthew Weiss, Sorin Alexandrescu, Hugo P Marques, Luca Aldrighetti, Shishir K Maithel, Carlo Pulitano, Todd W Bauer, Feng Shen, George A Poultsides, Olivier Soubrane, Guillaume Martel, B Groot Koerkamp, Alfredo Guglielmi, Endo Itaru, Timothy M Pawlik
BACKGROUND: The ability to provide accurate prognostic data after hepatectomy for intrahepatic cholangiocarcinoma (ICC) remains poor. We sought to develop and validate a nomogram to predict survival, as well as investigate the clinical implications of underestimating patients' risk of recurrence. METHODS: Patients undergoing curative-intent resection of ICC between 1990 and 2015 at 14 major hepatobiliary centers were included. Variables significant on multivariable analysis were used to construct a nomogram to predict disease-free survival (DFS)...
January 19, 2018: Journal of Gastrointestinal Surgery: Official Journal of the Society for Surgery of the Alimentary Tract
https://www.readbyqxmd.com/read/29352431/analysis-and-comparison-of-the-8th-edition-american-joint-committee-on-cancer-ajcc-nodal-staging-system-in-cutaneous-and-oral-squamous-cell-cancer-of-the-head-and-neck
#10
Nikolaus Moeckelmann, Ardalan Ebrahimi, Richard Dirven, Jessica Liu, Tsu-Hui Hubert Low, Ruta Gupta, Bruce Ashford, Sydney Ch'ng, Carsten E Palme, Jonathan R Clark
BACKGROUND: The American Joint Committee on Cancer (AJCC) uses the same nodal staging system for cutaneous and mucosal squamous cell carcinoma of the head and neck in its 8th edition (AJCC 8) despite differences in the etiology, risk factors, and clinical behavior of the two diseases. This study aims to evaluate the performance of the AJCC 8 nodal staging system by direct comparison of cutaneous (cSCC) versus oral squamous cell carcinoma (oSCC) patients. METHODS: Patients with metastatic cSCC (N = 382) and oSCC (N = 325) were identified from a prospective database (years 1987-2016)...
January 19, 2018: Annals of Surgical Oncology
https://www.readbyqxmd.com/read/29352380/integrated-prediction-of-lesion-specific-ischaemia-from-quantitative-coronary-ct-angiography-using-machine-learning-a-multicentre-study
#11
Damini Dey, Sara Gaur, Kristian A Ovrehus, Piotr J Slomka, Julian Betancur, Markus Goeller, Michaela M Hell, Heidi Gransar, Daniel S Berman, Stephan Achenbach, Hans Erik Botker, Jesper Moller Jensen, Jens Flensted Lassen, Bjarne Linde Norgaard
OBJECTIVES: We aimed to investigate if lesion-specific ischaemia by invasive fractional flow reserve (FFR) can be predicted by an integrated machine learning (ML) ischaemia risk score from quantitative plaque measures from coronary computed tomography angiography (CTA). METHODS: In a multicentre trial of 254 patients, CTA and invasive coronary angiography were performed, with FFR in 484 vessels. CTA data sets were analysed by semi-automated software to quantify stenosis and non-calcified (NCP), low-density NCP (LD-NCP, < 30 HU), calcified and total plaque volumes, contrast density difference (CDD, maximum difference in luminal attenuation per unit area) and plaque length...
January 19, 2018: European Radiology
https://www.readbyqxmd.com/read/29352093/excessive-daytime-sleepiness-independently-predicts-increased-cardiovascular-risk-after-myocardial-infarction
#12
Jiang Xie, Fatima H Sert Kuniyoshi, Naima Covassin, Prachi Singh, Apoor S Gami, C Anwar A Chahal, Virend K Somers
BACKGROUND: Excessive daytime sleepiness (EDS), a common symptom among patients with sleep-disordered breathing, is closely associated with the development of cardiovascular diseases, but its long-term prognostic value is not completely understood. The aim of this study was to investigate whether EDS would be an independent prognostic factor after myocardial infarction. METHODS AND RESULTS: We prospectively recruited 112 post-myocardial infarction patients. The Epworth Sleepiness Scale was completed before polysomnography, and EDS was defined as a score ≥11...
January 19, 2018: Journal of the American Heart Association
https://www.readbyqxmd.com/read/29352006/machine-learning-in-cardiovascular-medicine-are-we-there-yet
#13
REVIEW
Khader Shameer, Kipp W Johnson, Benjamin S Glicksberg, Joel T Dudley, Partho P Sengupta
Artificial intelligence (AI) broadly refers to analytical algorithms that iteratively learn from data, allowing computers to find hidden insights without being explicitly programmed where to look. These include a family of operations encompassing several terms like machine learning, cognitive learning, deep learning and reinforcement learning-based methods that can be used to integrate and interpret complex biomedical and healthcare data in scenarios where traditional statistical methods may not be able to perform...
January 19, 2018: Heart: Official Journal of the British Cardiac Society
https://www.readbyqxmd.com/read/29351896/internet-exposure-associated-with-canadian-parents-perception-of-risk-on-childhood-immunization-cross-sectional-study
#14
Jordan Lee Tustin, Natasha Sarah Crowcroft, Dionne Gesink, Ian Johnson, Jennifer Keelan
BACKGROUND: There is a large presence of provaccination and antivaccination content on the Internet. The Internet has been identified as an important source for parents to seek and share vaccine information. There are concerns that parental fears or hesitancy on childhood immunizations are increasing due to the popularity of social media and exposure to online antivaccination sentiment. No other studies have investigated the association between seeking vaccine information online and Canadian parents' perception of risk on childhood immunization...
January 19, 2018: JMIR Public Health and Surveillance
https://www.readbyqxmd.com/read/29351794/metabolic-syndrome-severity-is-significantly-associated-with-future-coronary-heart-disease-in-type-2-diabetes
#15
Matthew J Gurka, Yi Guo, Stephanie L Filipp, Mark D DeBoer
BACKGROUND: The severity of the metabolic syndrome (MetS) is significantly associated with future coronary heart disease (CHD) among individuals without baseline Type 2 diabetes. However, the validity of assessing MetS severity among individuals with diabetes is unknown. OBJECTIVE: To assess for differences in MetS severity by timing of Type 2 diabetes diagnosis and to assess for associations between MetS severity and future CHD among individuals with diabetes. METHODS: We analyzed data from participants of the Atherosclerosis Risk in Communities study, including 1419 with- and 7241 without diabetes, followed during 4 visits and adjudicated CHD diagnoses over a 20-year period...
January 19, 2018: Cardiovascular Diabetology
https://www.readbyqxmd.com/read/29351271/risk-factors-for-low-birth-weight-according-to-the-multiple-logistic-regression-model-a-retrospective-cohort-study-in-jos%C3%A3-mar%C3%A3-a-morelos-municipality-quintana-roo-mexico
#16
José Franco Monsreal, Miriam Del Ruby Tun Cobos, José Ricardo Hernández Gómez, Lidia Esther Del Socorro Serralta Peraza
INTRODUCTION: Low birth weight has been an enigma for science over time. There have been many researches on its causes and its effects. Low birth weight is an indicator that predicts the probability of a child surviving. In fact, there is an exponential relationship between weight deficit, gestational age, and perinatal mortality. Multiple logistic regression is one of the most expressive and versatile statistical instruments available for the analysis of data in both clinical and epidemiology settings, as well as in public health...
January 17, 2018: Medwave
https://www.readbyqxmd.com/read/29351244/school-contextual-features-of-social-disorder-and-mental-health-complaints-a-multilevel-analysis-of-swedish-sixth-grade-students
#17
Bitte Modin, Stephanie Plenty, Sara B Låftman, Malin Bergström, Marie Berlin, Per A Gustafsson, Anders Hjern
This study addressed school-contextual features of social disorder in relation to sixth-grade students' experiences of bullying victimization and mental health complaints. It investigated, firstly, whether the school's concentrations of behavioural problems were associated with individual students' likelihood of being bullied, and secondly, whether the school's concentrations of behavioural problems and bullying victimization predicted students' emotional and psychosomatic health complaints. The data were derived from the Swedish National Survey of Mental Health among Children and Young People, carried out among sixth-grade students (approximately 12-13 years old) in Sweden in 2009...
January 19, 2018: International Journal of Environmental Research and Public Health
https://www.readbyqxmd.com/read/29350774/hepatitis-b-virus-surface-gene-pre-s2-mutant-as-a-high-risk-serum-marker-for-hepatoma-recurrence-after-curative-hepatic-resection
#18
Chia-Jui Yen, Yu-Lin Ai, Hung-Wen Tsai, Shih-Huang Chan, Chia-Sheng Yen, Kuang-Hsiung Cheng, Yun-Ping Lee, Chia-Wei Kao, Yu-Chun Wang, Yi-Lin Chen, Cheng-Han Lin, Tsunglin Liu, Huey-Pin Tsai, Jen-Ren Wang, Ih-Jen Su, Wenya Huang
Chronic hepatitis B virus (HBV) infection is the major cause of hepatocellular carcinoma (HCC). The pre-S2 mutant large HBV surface antigen (LHBS) is highly associated with HCC. This study aimed to analyze the expression of the large form of surface protein in tumors and to evaluate the LHBS with mutations within the pre-S2 region as a high-risk recurrence marker in HCC patients after curative hepatic resection. By the analyses of immunohistochemical staining (N = 12) and Western Blotting (N = 22), the HBV surface protein, which is mainly comprised of the major form of HBS, was greatly diminished in the tumors...
January 19, 2018: Hepatology: Official Journal of the American Association for the Study of Liver Diseases
https://www.readbyqxmd.com/read/29350469/in-vitro-to-in-vivo-benchmark-dose-comparisons-to-inform-risk-assessment-of-quantum-dot-nanomaterials
#19
REVIEW
Brittany A Weldon, William C Griffith, Tomomi Workman, David K Scoville, Terrance J Kavanagh, Elaine M Faustman
Engineered nanomaterials are currently under review for their potential toxicity; however, their use in consumer/commercial products has continued to outpace risk assessments. In vitro methods may be utilized as tools to improve the efficiency of risk assessment approaches. We propose a framework to compare relationships between previously published in vitro and in vivo toxicity assessments of cadmium-selenium containing quantum dots (QDs) using benchmark dose (BMD) and dosimetric assessment methods. Although data were limited this approach was useful for identifying sensitive assays and strains...
January 19, 2018: Wiley Interdisciplinary Reviews. Nanomedicine and Nanobiotechnology
https://www.readbyqxmd.com/read/29350455/a-novel-prognostic-six-cpg-signature-in-glioblastomas
#20
An-An Yin, Nan Lu, Amandine Etcheverry, Marc Aubry, Jill Barnholtz-Sloan, Lu-Hua Zhang, Jean Mosser, Wei Zhang, Xiang Zhang, Yu-He Liu, Ya-Long He
AIMS: We aimed to identify a clinically useful biomarker using DNA methylation-based information to optimize individual treatment of patients with glioblastoma (GBM). METHODS: A six-CpG panel was identified by incorporating genome-wide DNA methylation data and clinical information of three distinct discovery sets and was combined using a risk-score model. Different validation sets of GBMs and lower-grade gliomas and different statistical methods were implemented for prognostic evaluation...
January 19, 2018: CNS Neuroscience & Therapeutics
keyword
keyword
18078
1
2
Fetch more papers »
Fetching more papers... Fetching...
Read by QxMD. Sign in or create an account to discover new knowledge that matter to you.
Remove bar
Read by QxMD icon Read
×

Search Tips

Use Boolean operators: AND/OR

diabetic AND foot
diabetes OR diabetic

Exclude a word using the 'minus' sign

Virchow -triad

Use Parentheses

water AND (cup OR glass)

Add an asterisk (*) at end of a word to include word stems

Neuro* will search for Neurology, Neuroscientist, Neurological, and so on

Use quotes to search for an exact phrase

"primary prevention of cancer"
(heart or cardiac or cardio*) AND arrest -"American Heart Association"