Paul SochackiBio Lab Analytics LLC
Paul Sochacki
M.S. Biology
Data Scientist
About
7
Publications
1,756
Reads
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74
Citations
Introduction
Paul is a biologist that dabbles in statistics, relational databases, laboratory medicine, electronic medical records (Epic, Cerner, NextGen, Centricity, Allscripts), HL7 interfaces, and web analytics. He enjoys working with life science professionals across a broad range of disciplines (including agriculture, biotechnology, physical therapy, and clinical research) , using data to answer questions and solve problems as a consultant at Bio Lab Analytics, LLC.
Additional affiliations
May 2012 - present
Bio Lab Analytics, LLC
Position
- Analyst
Description
- R, SQL, Python, SAS, Tableau
November 2009 - July 2015
Position
- Analyst
Description
- Clinical Chemistry, Biomedical Devices, Transfusion Medicine, Statistics/Biostatistics
September 2006 - March 2010
Position
- Researcher
Description
- Plant Ecology, Genetics, Mycorrhizal Symbiosis, Statistics
Publications
Publications (7)
Introduction
Persons with haemophilia (PwH) have abnormally low bone density and increased risk of fractures. We previously demonstrated decreased skeletal health in factor VIII (FVIII)‐deficient mice. Thus, we hypothesized factor deficiency is an independent risk factor for decreased skeletal health.
Aim
We seek to identify differences in bone‐re...
Background
Delirium affects 10% to 30% of patients in pediatric intensive care units (PICU) and is associated with increased length of stay and prolonged late sequela. There are no prospective trials evaluating delirium in the pediatric hematology, oncology, and bone marrow transplant (PHO) population. Hypothesizing that delirium is underrecognized...
Introduction:
Adults with haemophilia frequently have a painful and disordered gait due to ankle arthropathy.
Aim:
The aim of this study was to determine if pain and gait parameters were affected by the use of different types of ankle bracing.
Methods:
We investigated the gait patterns of 17 men with severe haemophilia without bracing, using a...
OBJECTIVES Excessive bleeding can be a problem during or after cardiac surgery. While cardiopulmonary bypass-associated platelet dysfunction
is an important inducer of coagulopathy, preoperative platelet dysfunction can also contribute to this bleeding. We investigated
the relationship between preoperative platelet dysfunction and transfusion of bl...
Background
Shear stress-induced platelet dysfunction (PD) is prevalent among adults with aortic stenosis. Our aim was to determine whether abnormal platelet function was associated with specific congenital cardiac lesions in children.
Methods
The charts of 407 children who had undergone cardiopulmonary bypass and had preoperative platelet function...
Field and greenhouse studies have shown that arbuscular mycorrhizal fungi (AMF) can improve plant growth in environments with restricted water availability. The benefits of AMF symbiosis vary among plant species, but the extent to which AMF-mediated drought tolerance varies among subspecific taxa remains poorly understood. In this study, we examine...
Projects
Projects (2)
The materials for this workshop are located in the following repository: https://github.com/Cyberskout99/DSBworkshop. Topics covered include using R to set up a SQL Db interface; data munging, analysis, and visualizations with emphasis on the Tidyverse framework; regular expressions; basic statistical modeling (correlation, ANOVA, regression); and a couple of data grouping methods (correspondence analysis & PCA).
The CIRC project works with healthcare providers and IT developers to create tools aimed at increasing patient engagement and health literacy, improving the effectiveness of community-based treatments for chronic illnesses.
