Výsledky vyhledávání - (( (state OR stat) python code analysis ) OR ( state:ct python code analysis ))

Utilizing the open-source programming language Python to create interactive Quality Assurance dashboards for diagnostic and screening performance in Cytology Autor Kovács, István, Székely, Tamás, Pogány, Péter, Takács, Szabolcs, Erős, Mónika, Járay, Balázs

“… As a comprehensive solution, we used the Python programming language to create a dashboard application for screening and diagnostic quality metrics…”
Získat plný text

An image-based modeling framework for patient-specific computational hemodynamics Autor Antiga, Luca, Piccinelli, Marina, Botti, Lorenzo, Ene-Iordache, Bogdan, Remuzzi, Andrea, Steinman, David A.

“… The framework takes advantage of the integration of image processing, geometric analysis and mesh generation techniques, with an accent on full automation and high-level interaction…”
Získat plný text

Bayesian modelling of time series data (BayModTS)—a FAIR workflow to process sparse and highly variable data Autor Höpfl, Sebastian, Albadry, Mohamed, Dahmen, Uta, Herrmann, Karl-Heinz, Kindler, Eva Marie, König, Matthias, Reichenbach, Jürgen Rainer, Tautenhahn, Hans-Michael, Wei, Weiwei, Zhao, Wan-Ting, Radde, Nicole Erika

“…Motivation Systems biology aims to better understand living systems through mathematical modelling of experimental and clinical data. A pervasive challenge in…”
Získat plný text

Comprehensive framework of GPU-accelerated image reconstruction for photoacoustic computed tomography Autor Wang, Yibing, Li, Changhui

“…Photoacoustic computed tomography (PACT) is a promising non-invasive imaging technique for both life science and clinical implementations. To achieve fast…”
Získat plný text

Rapid development of image analysis research tools: Bridging the gap between researcher and clinician with pyOsiriX Autor Blackledge, Matthew D., Collins, David J., Koh, Dow-Mu, Leach, Martin O.

“…We present pyOsiriX, a plugin built for the already popular dicom viewer OsiriX that provides users the ability to extend the functionality of OsiriX through simple Python scripts…”
Získat plný text

Percolation theory using Python Autor Malthe-Sørenssen, Anders

“… Readers will learn how to generate, analyze, and comprehend data and models, with detailed theoretical discussions complemented by accessible computer codes…”
Získat plný text

MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning Autor Müller, Dominik, Kramer, Frank

“… analysis, metrics, a library with state-of-the-art deep learning models and model utilization like training, prediction, as well as fully automatic evaluation (e.g. cross-validation…”
Získat plný text

Decoding the JAK-STAT Axis in Colorectal Cancer with AI-HOPE-JAK-STAT: A Conversational Artificial Intelligence Approach to Clinical–Genomic Integration Autor Yang, Ei-Wen, Waldrup, Brigette, Velazquez-Villarreal, Enrique

“…: AI-HOPE-JAK-STAT combines large language models (LLMs), a natural language-to-code engine, and harmonized public CRC datasets from cBioPortal…”
Získat plný text

Introduction to computational causal inference using reproducible Stata, R, and Python code: A tutorial Autor Smith, Matthew J., Mansournia, Mohammad A., Maringe, Camille, Zivich, Paul N., Cole, Stephen R., Leyrat, Clémence, Belot, Aurélien, Rachet, Bernard, Luque‐Fernandez, Miguel A.

“…The main purpose of many medical studies is to estimate the effects of a treatment or exposure on an outcome. However, it is not always possible to randomize…”
Získat plný text

A General Theorem and Proof for the Identification of Composed CFA Models Autor Bee, R. Maximilian, Koch, Tobias, Eid, Michael

“… Composed CFA models are frequently used in the analysis of multimethod data, longitudinal data, or multidimensional psychometric data…”
Získat plný text

LiPydomics: A Python Package for Comprehensive Prediction of Lipid Collision Cross Sections and Retention Times and Analysis of Ion Mobility-Mass Spectrometry-Based Lipidomics Data Autor Ross, Dylan H, Cho, Jang Ho, Zhang, Rutan, Hines, Kelly M, Xu, Libin

“… Existing solutions for these data analysis challenges (i.e., multivariate statistics and lipid identification…”
Zjistit podrobnosti o přístupu

Identification of Novel Microcystins Using High-Resolution MS and MSn with Python Code Autor Baliu-Rodriguez, David, Peraino, Nicholas J, Premathilaka, Sanduni H, Birbeck, Johnna A, Baliu-Rodriguez, Tomás, Westrick, Judy A, Isailovic, Dragan

“…Cyanotoxins called microcystins (MCs) are highly toxic and can be present in drinking water sources. Determining the structure of MCs is paramount because of…”
Zjistit podrobnosti o přístupu

What R and Python programming languages bring to the table Autor Aller, Raymond D, Weiner, Hal

“…The two most widely used open-source big data analysis tools-R and Python-are proving their mettle in the clinical laboratory…”
Získat plný text

Enhanced deep learning model for precise nodule localization and recurrence risk prediction following curative-intent surgery for lung cancer Autor Park, Jihwan, Rho, Mi Jung, Moon, Mi Hyoung

“… Identifying patients at high risk of recurrence using preoperative computed tomography (CT) images could enable more aggressive surgical approaches, shorter surveillance intervals, and intensified adjuvant treatments…”
Získat plný text

Development of an Interactive Code for Quick Data Analyses between STOR-M Tokamak Experimental Plasma Discharges Autor Nakajima, Masaru, Basu, Debjyoti, Melnikov, Alexander V., McColl, David, Xiao, Chijin

“…) tokamak operation, Ohmic H-mode triggering by the electrode biasing, fueling and momentum injection by Compact Torus (CT…”
Získat plný text

Statistics Using Python Autor Campesato, Oswald

“…This book is designed to offer a fast-paced yet thorough introduction to essential statistical concepts using Python code samples, and aims to assist data scientists in their daily endeavors…”
Získat plný text

PyLAT: Python LAMMPS Analysis Tools Autor Humbert, Michael T, Zhang, Yong, Maginn, Edward J

“… Here we describe a suite of open-source Python-based postprocessing routines we have developed called PyLAT…”
Zjistit podrobnosti o přístupu

GSEApy: a comprehensive package for performing gene set enrichment analysis in Python Autor Fang, Zhuoqing, Liu, Xinyuan, Peltz, Gary

“…Abstract Motivation Gene set enrichment analysis (GSEA) is a commonly used algorithm for characterizing gene expression changes…”
Získat plný text

xMEN: a modular toolkit for cross-lingual medical entity normalization Autor Borchert, Florian, Llorca, Ignacio, Roller, Roland, Arnrich, Bert, Schapranow, Matthieu-P

“…Objective To improve performance of medical entity normalization across many languages, especially when fewer language resources are available compared to…”
Získat plný text

Pyteomics—a Python Framework for Exploratory Data Analysis and Rapid Software Prototyping in Proteomics Autor Goloborodko, Anton A., Levitsky, Lev I., Ivanov, Mark V., Gorshkov, Mikhail V.

“…Pyteomics is a cross-platform, open-source Python library providing a rich set of tools for MS-based proteomics…”
Získat plný text