Mass optimisation of 3D-printed specimens using multivariable regression analysis

2021 ◽  
Vol 10 (1) ◽  
pp. 1
Author(s):  
Cristian Vasile Doicin ◽  
Mihaela Elena Ulmeanu ◽  
Allan E.W. Rennie ◽  
Elena Lupeanu
Keyword(s):  
Regression Analysis ◽  
Multivariable Regression Analysis ◽  
Multivariable Regression ◽  
3D Printed

Mass optimisation of 3D-printed specimens using multivariable regression analysis

2021 ◽  
Vol 10 (1) ◽  
pp. 1
Author(s):  
Elena Lupeanu ◽  
Allan E.W. Rennie ◽  
Mihaela Elena Ulmeanu ◽  
Cristian Vasile Doicin
Keyword(s):  
Regression Analysis ◽  
Multivariable Regression Analysis ◽  
Multivariable Regression ◽  
3D Printed

Abstract P172: Circulating Heat Shock Protein 70 and Antiheat Shock Protein 70 Antibodies in Atrial Fibrillation: Relation with Atrial Fibrillation Type and Response to Catheter Ablation

2011 ◽  
Vol 109 (suppl_1) ◽  
Author(s):  
Jelena Kornej ◽  
Claudia Reinhardt ◽  
Jedrzej Kosiuk ◽  
Arash Arya ◽  
Gerhard Hindricks ◽  
...  
Keyword(s):  
Atrial Fibrillation ◽  
Regression Analysis ◽  
Catheter Ablation ◽  
Heat Shock ◽  
Heat Shock Protein ◽  
Heat Shock Protein 70 ◽  
Recurrence Rates ◽  
Multivariable Regression Analysis ◽  
Multivariable Regression ◽  
Af Recurrence

Background: HSP and anti-HSP antibodies have been associated with AF development and progression. This study investigated the possible association between circulating heat shock protein 70 (HSP70) and anti-HSP70 antibodies as well their changes and rhythm outcome after atrial fibrillation (AF) catheter ablation. Methods: In 67 patients with AF (59±11 years, 66 % male, 66 % lone AF) undergoing catheter ablation, circulating HSP70 and anti-HSP70 antibodies levels were quantified before and 6 months after catheter ablation. Serial 7-day Holter ECGs were used to detect AF recurrences. Results: At baseline, HSP70 was detectable in 14 patients (21 %), but there was no correlation between clinical or echocardiographic variables and the presence or the level of HSP70. Patients with paroxysmal AF (n=39) showed lower anti-HSP70 antibodies (median 43, IQR 28 - 62 µg/ml) than patients with persistent AF (n=28; 53, 41 - 85 µg/ml, p=.035). Using multivariable regression analysis, AF type was the only variable associated with anti-HSP70 antibodies (Beta=.342, p=.008). At 6 months, HSP70 was present in 27 patients (41 %, p<.001 vs. baseline) with an overall increase (median 0, IQR 0 - 0 vs. 0, 0 - 0.09 ng/ml, p=.029). Similarly, there was an increase of anti-HSP70 antibodies (48, 36 - 72 vs. 57, 43 - 87 µg/ml, p<.001). AF recurrence rates were higher in patients with HSP70 increase >0.025 ng/ml (32 vs. 11 %, p=.038) or anti-HSP70 antibodies increase >2.5 µg/ml (26 vs. 4 %, p=.033). Conclusion: HSP70 and anti-HSP70 antibodies may be involved in the progression of AF and AF recurrence after catheter ablation.

scholarly journals Ceftolozane-Tazobactam for the Treatment of Multidrug-Resistant Pseudomonas aeruginosa Infections: A Multicenter Study

2018 ◽  
Vol 5 (11) ◽  
Author(s):  
Jason C Gallagher ◽  
Michael J Satlin ◽  
Abdulrahman Elabor ◽  
Nidhi Saraiya ◽  
Erin K McCreary ◽  
...  
Keyword(s):  
Pseudomonas Aeruginosa ◽  
Regression Analysis ◽  
Clinical Success ◽  
The United States ◽  
Multidrug Resistant ◽  
Culture Collection ◽  
Severe Illness ◽  
Multivariable Regression Analysis ◽  
Multivariable Regression ◽  
Microbiological Cure

Abstract Background Multidrug-resistant Pseudomonas aeruginosa infections remain common in hospitals worldwide. We investigated the outcomes associated with the use of ceftolozane-tazobactam for the treatment of these infections. Methods Data were collected retrospectively from 20 hospitals across the United States about adults who received ceftolozane-tazobactam for the treatment of multidrug-resistant P aeruginosa infections of any source for at least 24 hours. The primary outcome was a composite of 30-day and inpatient mortality, and secondary outcomes were clinical success and microbiological cure. Multivariable regression analysis was conducted to determine factors associated with outcomes. Results Two-hundred five patients were included in the study. Severe illness and high degrees of comorbidity were common, with median Acute Physiology and Chronic Health Evaluation (APACHE) II scores of 19 (interquartile range [IQR], 11–24) and median Charlson Comorbidity Indexes of 4 (IQR, 3–6). Delayed initiation of ceftolozane-tazobactam was common with therapy started a median of 9 days after culture collection. Fifty-nine percent of patients had pneumonia. On susceptibility testing, 125 of 139 (89.9%) isolates were susceptible to ceftolozane-tazobactam. Mortality occurred in 39 patients (19%); clinical success and microbiological cure were 151 (73.7%) and 145 (70.7%), respectively. On multivariable regression analysis, starting ceftolozane-tazobactam within 4 days of culture collection was associated with survival (adjusted odds ratio [OR], 5.55; 95% confidence interval [CI], 2.14–14.40), clinical success (adjusted OR, 2.93; 95% CI, 1.40–6.10), and microbiological cure (adjusted OR, 2.59; 95% CI, 1.24–5.38). Conclusions Ceftolozane-tazobactam appeared to be effective in the treatment of multidrug-resistant P aeruginosa infections, particularly when initiated early after the onset of infection.

scholarly journals Predictors for wound healing complications and prolonged hospital stay in patients with isolated calcaneal fractures

2022 ◽  
Author(s):  
Felix Marius Bläsius ◽  
Laura Elisabeth Stockem ◽  
Matthias Knobe ◽  
Hagen Andruszkow ◽  
Frank Hildebrand ◽  
...  
Keyword(s):  
Wound Healing ◽  
Regression Analysis ◽  
Hospital Stay ◽  
Open Fractures ◽  
Predictor Variables ◽  
Calcaneal Fractures ◽  
Multivariable Regression Analysis ◽  
Low Profile ◽  
Sinus Tarsi Approach ◽  
Multivariable Regression

Abstract Purpose Surgically treated calcaneal fractures have a high risk of postoperative wound healing complications and a prolonged length of hospital stay (LOS). The aim of this study was to identify predictor variables of impaired wound healing (IWH) and LOS in surgically treated patients with isolated calcaneal fractures. Methods This retrospective cohort study analyzed data on patients aged 18 years or older who were admitted to a level I trauma center with isolated calcaneal fractures between 2008 and 2018. Multivariable regression models were used to identify predictor variables. Results In total, 89 patients (age: 45.4 years; SD: 15.1) were included. In 68 of these patients, low-profile locking plate osteosynthesis was performed, and a minimally invasive approach (MIA) (percutaneous single screws/K-wire or low-profile locking plating via a sinus tarsi approach) was applied in 21 patients. Multivariable regression analysis revealed that a higher preoperative Böhler’s angle (β = − 0.16 days/degree, 95% CI [− 0.25, − 0.08], p = 0.004) and MIA (β = − 5.04 days, 95% CI [− 8.52, − 1.56], p = 0.002) reduced the LOS. A longer time-to-surgery (β = 1.04 days/days, 95% CI [0.66, 1.42] p = 0.001) and IWH increased the LOS (β = 7.80 days, 95% CI [4.48, 11.12], p = 0.008). In a subsequent multivariable regression analysis, two variables, open fractures (OR: 14.6, 95% CI [1.19, 180.2], p = 0.030) and overweight (BMI > 24) (OR: 3.65, 95% CI [1.11, 12.00], p = 0.019), increased the risk of IWH. Conclusion Advanced treatment algorithms for open fractures are needed to reduce the risk of IWH.

scholarly journals Survival Outcomes of Younger Patients With Mantle Cell Lymphoma Treated in the Rituximab Era

2019 ◽  
Vol 37 (6) ◽  
pp. 471-480 ◽  
Author(s):  
James N. Gerson ◽  
Elizabeth Handorf ◽  
Diego Villa ◽  
Alina S. Gerrie ◽  
Parv Chapani ◽  
...  
Keyword(s):  
Regression Analysis ◽  
Mantle Cell Lymphoma ◽  
Hematopoietic Cell Transplantation ◽  
Cell Lymphoma ◽  
B Cell Lymphoma ◽  
Large Cohort ◽  
Multivariable Regression Analysis ◽  
Mantle Cell ◽  
Multivariable Regression ◽  
The Impact

PURPOSE Mantle cell lymphoma (MCL) is a B-cell lymphoma characterized by cyclin D1 expression. Autologous hematopoietic cell transplantation (AHCT) consolidation after induction chemotherapy is often used for eligible patients; however, the benefit remains uncertain in the rituximab era. Herein we retrospectively assessed the impact of AHCT consolidation on survival in a large cohort of transplantation-eligible patients age 65 years or younger. PATIENTS AND METHODS We retrospectively studied transplantation-eligible adults age 65 years or younger with newly diagnosed MCL treated between 2000 and 2015. The primary objective was to assess for improved progression-free survival (PFS) with AHCT consolidation and secondarily to assess for improved overall survival (OS). Cox multivariable regression analysis and propensity score–weighted (PSW) analysis were performed. RESULTS Data were collected from 25 medical centers for 1,254 patients; 1,029 met inclusion criteria. Median follow-up for the cohort was 76 months. Median PFS and OS were 62 and 139 months, respectively. On unadjusted analysis, AHCT was associated with improved PFS (75 v 44 months with v without AHCT, respectively; P < .01) and OS (147 v 115 months with v without AHCT, respectively; P < .05). On multivariable regression analysis, AHCT was associated with improved PFS (hazard ratio [HR], 0.54; 95% CI, 0.44 to 0.66; P < .01) and a trend toward improved OS (HR, 0.77; 95% CI, 0.59 to 1.01; P = .06). After PSW analysis, AHCT remained associated with improved PFS (HR, 0.70; 95% CI, 0.59 to 0.84; P < .05) but not improved OS (HR, 0.87; 95% CI, 0.69 to 1.1; P = .2). CONCLUSION In this large cohort of younger, transplantation-eligible patients with MCL, AHCT consolidation after induction was associated with significantly improved PFS but not OS after PSW analysis. Within the limitations of a retrospective analysis, our findings suggest that in younger, fit patients, AHCT consolidation may improve PFS.

scholarly journals An Improved QSPR Modeling of Hydrocarbon Dipole Moments

2004 ◽  
Vol 4 ◽  
pp. 956-964
Author(s):  
Igor V. Nesterov ◽  
Andrey A. Toropov ◽  
Pablo R. Duchowicz ◽  
Eduardo A. Castro
Keyword(s):  
Regression Analysis ◽  
Dipole Moments ◽  
Distance Matrix ◽  
Basic Number ◽  
Topological Descriptors ◽  
Multivariable Regression Analysis ◽  
Qspr Modeling ◽  
Multivariable Regression ◽  
Electrotopological State

Dipole moments of hydrocarbons are not an easy property to model with conventional 2D descriptors. A comparison of the performance of the most commonly used sets of topological descriptors is presented, each set containing descriptors derived from the regular and Detour distance matrix, Electrotopological State Indices, and the basic number of atoms of each type and bonds. Data were taken on a representative set of 35 hydrocarbon dipole moments previously reported and the classical multivariable regression analysis for establishing the models is employed.

Sign in / Sign up

Export Citation Format

Share Document