keyword
MENU ▼
Read by QxMD icon Read
search

Laboratory data prediction models

keyword
https://www.readbyqxmd.com/read/28432906/hydrophobic-and-hydrophilic-properties-of-pollutants-as-a-factor-influencing-their-redistribution-during-snowpack-melt
#1
Krystyna Kozioł, Katarzyna Kozak, Żaneta Polkowska
Glaciers accumulate organic pollutants delivered by snow. However, our understanding of the exact dynamics of organic pollutants in the snowpack relies primarily on laboratory experiments and mathematical models. To fill the gap related to the detailed field data, we have conducted observations of melting snow profiles in two locations and three different stages of melting on one High Arctic glacier, as well as in superimposed ice. We monitored the chemical concentrations of formaldehyde, phenols, short-chain carboxylic acids, polycyclic aromatic hydrocarbons (PAHs) and polychlorinated biphenyls (PCBs) and snow water equivalents to derive chemical loads...
April 19, 2017: Science of the Total Environment
https://www.readbyqxmd.com/read/28429077/-implementation-of-the-german-s3-guidelines-on-dementia-in-clinical-practice-wish-or-reality
#2
H Lohmann, F Kulessa, H Holling, A Johnen, S Reul, G Lueg, T Duning
BACKGROUND: Published in 2009, the German S3 guidelines on dementia define a milestone in quality improvement of the diagnostics and treatment of dementia. In clinical practice patients suffering from dementia are primarily treated by physicians in private practice; therefore, this study examined how the guidelines are implemented in outpatient clinical settings. Furthermore, it aimed at the identification of behavioral determinants that govern the actual diagnostic and therapeutic approach in clinical practice...
April 20, 2017: Der Nervenarzt
https://www.readbyqxmd.com/read/28428785/interferon-gamma-induces-changes-in-natural-killer-nk-cell-ligand-expression-and-alters-nk-cell-mediated-lysis-of-pediatric-cancer-cell-lines
#3
Arianexys Aquino-López, Vladimir V Senyukov, Zlatko Vlasic, Eugenie S Kleinerman, Dean A Lee
Natural killer (NK) cells have therapeutic potential for cancer due to their capacity for targeting tumor cells without prior sensitization. Our laboratory has developed an NK cell expansion protocol that generates large quantities of NK cells for therapeutic infusion that secret 20 times the amount of interferon gamma (IFNγ) than resting NK cells. IFNγ can upregulate major histocompatibility complex (MHC)-class I, an inhibitory ligand for NK cells, but can also upregulate intercellular adhesion molecule 1 (ICAM-1) which promotes NK:target cell interaction for an efficient lysis...
2017: Frontiers in Immunology
https://www.readbyqxmd.com/read/28426586/predictive-modeling-of-massive-transfusion-requirements-during-liver-transplantation-and-its-potential-to-reduce-utilization-of-blood-bank-resources
#4
Aliaksei Pustavoitau, Maggie Lesley, Promise Ariyo, Asad Latif, April J Villamayor, Steven M Frank, Nicole Rizkalla, William Merritt, Andrew Cameron, Nabil Dagher, Benjamin Philosophe, Ahmet Gurakar, Allan Gottschalk
BACKGROUND: Patients undergoing liver transplantation frequently but inconsistently require massive blood transfusion. The ability to predict massive transfusion (MT) could reduce the impact on blood bank resources through customization of the blood order schedule. Current predictive models of MT for blood product utilization during liver transplantation are not generally applicable to individual institutions owing to variability in patient population, intraoperative management, and definitions of MT...
May 2017: Anesthesia and Analgesia
https://www.readbyqxmd.com/read/28425415/drug-induced-liver-injury-at-a-tertiary-hospital-in-india-etiology-clinical-features-and-predictors-of-mortality
#5
Chetan Rathi, Nirav Pipaliya, Ruchir Patel, Meghraj Ingle, Aniruddha Phadke, Prabha Sawant
INTRODUCTION AND AIMS: Drug-induced liver injury (DILI) is rare; however, it is one of the important causes of acute liver failure which results in significant morbidity or mortality. MATERIAL AND METHODS: Patients with suspected DILI were enrolled based on predefined criteria and followed up for at least 6 months or until normalization of liver tests. Causality assessment was done by applying the Roussel Uclaf Causality Assessment Method model. RESULTS: We collected data from 82 individuals diagnosed with DILI at our hospital from 2014 through 2015 (41 men; median age, 38 years)...
May 2017: Annals of Hepatology
https://www.readbyqxmd.com/read/28424324/preventing-venous-thromboembolism-in-ambulatory-cancer-patients-the-onkotev-study
#6
Chiara Alessandra Cella, Giovanni Di Minno, Chiara Carlomagno, Michele Arcopinto, Anna Maria Cerbone, Elide Matano, Antonella Tufano, Florian Lordick, Biagio De Simone, Katja Sibylle Muehlberg, Dario Bruzzese, Laura Attademo, Claudia Arturo, Marta Sodano, Roberto Moretto, Ersilia La Fata, Sabino De Placido
BACKGROUND: The efficacy of risk model scores to predict venous thromboembolism (VTE) in ambulatory cancer patients is under investigation, aiming to stratify on an individual risk basis the subset of the cancer population that could mostly benefit from primary thromboprophylaxis. MATERIALS AND METHODS: We prospectively assessed 843 patients with active cancers, collecting clinical and laboratory data. We screened all the patients with a duplex ultrasound (B-mode imaging and Doppler waveform analysis) of the upper and lower limbs to evaluate the right incidence of VTE (both asymptomatic and symptomatic)...
April 19, 2017: Oncologist
https://www.readbyqxmd.com/read/28422699/hemorrhage-prediction-models-in-surgical-intensive-care-bedside-monitoring-data-adds-information-to-lab-values
#7
Marco De Pasquale, Travis Moss, Sergio Cerutti, James Calland, Douglas Lake, Randall Moorman, Manuela Ferrario
Hemorrhage is a frequent complication in surgery patients; its identification and management have received increasing attention as a target for quality improvement in patient care in the Intensive Care Unit (ICU). The purposes of this work were i) to find an early detection model for hemorrhage by exploring the range of data mining methods that are currently available, and ii) to compare prediction models utilizing continuously measured physiological data from bedside monitors to those using commonly obtained laboratory tests...
April 12, 2017: IEEE Journal of Biomedical and Health Informatics
https://www.readbyqxmd.com/read/28420060/risk-factors-to-predict-the-development-of-chronic-kidney-disease-in-patients-with-lupus-nephritis
#8
D J Park, J H Kang, J W Lee, K E Lee, T J Kim, Y W Park, J S Lee, Y D Choi, S S Lee
Objectives We analyzed the clinical follow-up results of 88 lupus nephritis patients to find prognostic factors for the development of chronic kidney disease in ethnically homogeneous Korean patients with biopsy-proven lupus nephritis. Methods Sociodemographic, clinical, laboratory, and treatment-related data at the time of kidney biopsy and during follow-up were obtained. Renal biopsy specimens were reclassified according to the International Society of Pathology/Renal Pathology Society classification, separately, by two renal pathologists blinded to the previous classification...
January 1, 2017: Lupus
https://www.readbyqxmd.com/read/28417322/are-midge-swarms-bound-together-by-an-effective-velocity-dependent-gravity
#9
Andrew M Reynolds, Michael Sinhuber, Nicholas T Ouellette
Midge swarms are a canonical example of collective animal behaviour where local interactions do not clearly play a major role and yet the animals display group-level cohesion. The midges appear somewhat paradoxically to be tightly bound to the swarm whilst at the same time weakly coupled inside it. The microscopic origins of this behaviour have remained elusive. Models based on Newtonian gravity do, however, agree well with experimental observations of laboratory swarms. They are biologically plausible since gravitational interactions have similitude with long-range acoustic and visual interactions, and they correctly predict that individual attraction to the swarm centre increases linearly with distance from the swarm centre...
April 2017: European Physical Journal. E, Soft Matter
https://www.readbyqxmd.com/read/28414786/the-model-for-end-stage-liver-disease-meld-as-a-predictor-of-short-term-mortality-in-staphylococcus-aureus-bloodstream-infection-a-single-centre-observational-study
#10
Jan A Roth, Andreas F Widmer, Sarah Tschudin-Sutter, Marc Dangel, Reno Frei, Manuel Battegay, Balthasar L Hug
BACKGROUND: Automated laboratory-based prediction models may support clinical decisions in Staphylococcus aureus bloodstream infections (BSIs), which carry a particularly high mortality. Small studies indicated that the laboratory-based Model for End-stage Liver Disease (MELD) score is a risk factor for mortality in critically ill patients with infections. For S. aureus BSIs, we therefore aimed to assess a potential association of the MELD score with mortality. METHODS: In this single-centre observational study, all consecutive patients with a first episode of methicillin-susceptible S...
2017: PloS One
https://www.readbyqxmd.com/read/28414610/clinical-calculator-for-early-mortality-in-metastatic-colorectal-cancer-an-analysis-of-patients-from-28-clinical-trials-in-the-aide-et-recherche-en-canc%C3%A3-rologie-digestive-database
#11
Lindsay A Renfro, Richard M Goldberg, Axel Grothey, Alberto Sobrero, Richard Adams, Matthew T Seymour, Volker Heinemann, Hans-Joachim Schmoll, Jean-Yves Douillard, Herbert Hurwitz, Charles S Fuchs, Eduardo Diaz-Rubio, Rainer Porschen, Christophe Tournigand, Benoist Chibaudel, Paulo M Hoff, Fairooz F Kabbinavar, Alfredo Falcone, Niall C Tebbutt, Cornelis J A Punt, J Randolph Hecht, John Souglakos, Carsten Bokemeyer, Eric Van Cutsem, Leonard Saltz, Aimery de Gramont, Daniel J Sargent
Purpose Factors contributing to early mortality after initiation of treatment of metastatic colorectal cancer are poorly understood. Materials and Methods Data from 22,654 patients enrolled in 28 randomized phase III trials contained in the ARCAD (Aide et Recherche en Cancérologie Digestive) database were pooled. Multivariable logistic regression models for 30-, 60-, and 90-day mortality were constructed, including clinically and statistically significant patient and disease factors and interaction terms. A calculator (nomogram) for 90-day mortality was developed and validated internally using bootstrapping methods and externally using a 10% random holdout sample from each trial...
April 17, 2017: Journal of Clinical Oncology: Official Journal of the American Society of Clinical Oncology
https://www.readbyqxmd.com/read/28414545/modular-use-of-human-body-models-of-varying-levels-of-complexity-validation-of-head-kinematics
#12
William Decker, Bharath Koya, Matthew L Davis, F Scott Gayzik
Objective The significant computational resources required to execute detailed human body finite element models has motivated the development of faster running simplified models (e.g. GHBMC M50-OS). Previous studies have demonstrated the ability to modularly incorporate the validated GHBMC M50-O brain model into the simplified model (GHBMC M50-OS+B), which allows for localized analysis of the brain in a fraction of the computation time required for the detailed model. The objective of this study is to validate the head and neck kinematics of the GHBMC M50-O and M50-OS (detailed and simplified versions of the same model) against human volunteer test data in frontal and lateral loading...
April 17, 2017: Traffic Injury Prevention
https://www.readbyqxmd.com/read/28414120/the-predictive-value-of-integrated-inflammation-scores-on-survival-of-patients-with-resected-hepatocellular-carcinoma
#13
Shuo Pang, Ziquan Zhou, Xingchen Yu, Shaozhong Wei, Qiongrong Chen, Shaofa Nie, Xinjun Liang, Li Liu
BACKGROUND: Evidence supports the predictive potential of inflammatory marker-derived scores (inflammation scores) and hepatitis B virus (HBV) infection on prognosis of patients with hepatocellular carcinoma (HCC). However, no study has longitudinally assessed the predictive values of inflammation scores combined with hepatitis B virus status on survival of these patients. Therefore, a study was designed to evaluate the prognostic capacity of preoperative, dynamic changes in integrated scores, through a combination of general inflammation scores and HBV infection status, on HCC patients undergoing tumor resection...
April 13, 2017: International Journal of Surgery
https://www.readbyqxmd.com/read/28411824/application-of-benchtop-and-portable-near-infrared-spectrometers-for-predicting-the-optimum-harvest-time-of-verbena-officinalis
#14
Cornelia K Pezzei, Stefan A Schönbichler, Christian G Kirchler, Julia Schmelzer, Shah Hussain, Verena A Huck-Pezzei, Michael Popp, Justine Krolitzek, Günther K Bonn, Christian W Huck
This study examined the applicability of near-infrared (NIR) spectroscopy coupled with multivariate data analysis (MVA) to determine the ideal harvest time of Verbena officinalis. NIR analyses were performed non-invasively on the fresh plant material based on the quantification of the key constituents verbenalin and verbascoside. Vibrational spectroscopic measurements were performed applying a conventional NIR benchtop device as well as a laboratory independent handheld NIR spectrometer. A novel high performance liquid chromatography (HPLC) method was applied as a reference method...
July 1, 2017: Talanta
https://www.readbyqxmd.com/read/28410862/state-level-awareness-of-chronic-kidney-disease-in-the-u-s
#15
Sai H Dharmarajan, Jennifer L Bragg-Gresham, Hal Morgenstern, Brenda W Gillespie, Yi Li, Neil R Powe, Delphine S Tuot, Tanushree Banerjee, Nilka Ríos Burrows, Deborah B Rolka, Sharon H Saydah, Rajiv Saran
INTRODUCTION: This study examined state-level variation in chronic kidney disease (CKD) awareness using national estimates of disease awareness among adults in the U.S. with CKD. METHODS: Data on U.S. adults were obtained from two national, population-based surveys: (1) the Behavioral Risk Factor Surveillance System (BRFSS 2011; n=506,467), a state-level phone survey containing information on self-reported kidney disease; and (2) the National Health and Nutrition Examination Survey (NHANES 2005-2012; n=20,831), containing physical health examination, surveys containing data on self-reported kidney disease, risk factors, and laboratory values...
April 11, 2017: American Journal of Preventive Medicine
https://www.readbyqxmd.com/read/28410277/use-of-population-pharmacokinetics-and-electronic-health-records-to-assess-piperacillin-tazobactam-safety-in-infants
#16
Sara Salerno, Christoph P Hornik, Michael Cohen-Wolkowiez, P Brian Smith, Lawrence C Ku, Matthew S Kelly, Reese Clark, Daniel Gonzalez
BACKGROUND: Piperacillin, in combination with tazobactam, is frequently used in infants for treating nosocomial infections, although safety data in this population are limited. Electronic health record (EHR) data can be used to evaluate drug safety in infants, but measures of drug exposure are lacking. METHODS: To relate simulated piperacillin exposure with adverse events (AEs) in infants using EHR data, we identified infants discharged from 333 neonatal intensive care units managed by the Pediatrix Medical Group between 1997 and 2012...
April 13, 2017: Pediatric Infectious Disease Journal
https://www.readbyqxmd.com/read/28406915/predicting-functional-decline-and-survival-in-amyotrophic-lateral-sclerosis
#17
Mei-Lyn Ong, Pei Fang Tan, Joanna D Holbrook
BACKGROUND: Better predictors of amyotrophic lateral sclerosis disease course could enable smaller and more targeted clinical trials. Partially to address this aim, the Prize for Life foundation collected de-identified records from amyotrophic lateral sclerosis sufferers who participated in clinical trials of investigational drugs and made them available to researchers in the PRO-ACT database. METHODS: In this study, time series data from PRO-ACT subjects were fitted to exponential models...
2017: PloS One
https://www.readbyqxmd.com/read/28406373/true-numerical-cognition-in-the-wild
#18
Steven T Piantadosi, Jessica F Cantlon
Cognitive and neural research over the past few decades has produced sophisticated models of the representations and algorithms underlying numerical reasoning in humans and other animals. These models make precise predictions for how humans and other animals should behave when faced with quantitative decisions, yet primarily have been tested only in laboratory tasks. We used data from wild baboons' troop movements recently reported by Strandburg-Peshkin, Farine, Couzin, and Crofoot (2015) to compare a variety of models of quantitative decision making...
April 2017: Psychological Science
https://www.readbyqxmd.com/read/28401396/applying-the-temporal-abstraction-technique-to-the-prediction-of-chronic-kidney-disease-progression
#19
Li-Chen Cheng, Ya-Han Hu, Shr-Han Chiou
Chronic kidney disease (CKD) has attracted considerable attention in the public health domain in recent years. Researchers have exerted considerable effort in attempting to identify critical factors that may affect the deterioration of CKD. In clinical practice, the physical conditions of CKD patients are regularly recorded. The data of CKD patients are recorded as a high-dimensional time-series. Therefore, how to analyze these time-series data for identifying the factors affecting CKD deterioration becomes an interesting topic...
May 2017: Journal of Medical Systems
https://www.readbyqxmd.com/read/28400996/open-source-software-for-demand-forecasting-of-clinical-laboratory-test-volumes-using-time-series-analysis
#20
Emad A Mohammed, Christopher Naugler
BACKGROUND: Demand forecasting is the area of predictive analytics devoted to predicting future volumes of services or consumables. Fair understanding and estimation of how demand will vary facilitates the optimal utilization of resources. In a medical laboratory, accurate forecasting of future demand, that is, test volumes, can increase efficiency and facilitate long-term laboratory planning. Importantly, in an era of utilization management initiatives, accurately predicted volumes compared to the realized test volumes can form a precise way to evaluate utilization management initiatives...
2017: Journal of Pathology Informatics
keyword
keyword
81410
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"