Results 51 to 60 of about 16,362,739 (323)

A Data-Driven Decision Support System for Scoliosis Prognosis

IEEE Access, 2017
A decision support system with data-driven methods is of great significance for the prognosis of scoliosis. However, developing an accurate and interpretable data-driven decision support system is challenging: 1) the scoliosis data collected from ...
Liming Deng, Yong Hu, Jason Pui Yin Cheung, Keith Dip Kei Luk   +3 more
doaj   +1 more source

The Effect of Preprocessing Techniques, Applied to Numeric Features, on Classification Algorithms’ Performance

Data, 2021
It is recognized that the performance of any prediction model is a function of several factors. One of the most significant factors is the adopted preprocessing techniques.
Esra’a Alshdaifat, Doa’a Alshdaifat, Ayoub Alsarhan, Fairouz Hussein, Subhieh Moh’d Faraj S. El-Salhi   +4 more
doaj   +1 more source

Mathematical aspects of the kriging applied on landslide in Halenkovice (Czech Republic)

Open Geosciences, 2016
Kriging is one of the geostatistical techniques for spatial data analysis that is usually used for a modelling of natural phenomena or a creation of digital elevation models.
Zůvala Robert, Fišerová Eva, Marek Lukáš   +2 more
doaj   +1 more source

Dynamic Graph Neural Network Learning for Temporal Omics Data Prediction

IEEE Access, 2022
High-throughput studies of biological systems are rapidly generating a wealth of ‘omics’-scale data. Many of these studies are temporal collecting proteomics and genomics data capturing dynamic observations.
Xiaoli Jing, Yanhong Zhou, Min Shi
doaj   +1 more source

Classification of Building Types in Germany: A Data-Driven Modeling Approach

Data, 2022
Details on building levels play an essential part in a number of real-world application models. Energy systems, telecommunications, disaster management, the internet-of-things, health care, and marketing are a few of the many applications that require ...
Abhilash Bandam, Eedris Busari, Chloi Syranidou, Jochen Linssen, Detlef Stolten   +4 more
doaj   +1 more source

Influence of Missing Values Substitutes on Multivariate Analysis of Metabolomics Data

Metabolites, 2014
Missing values are known to be problematic for the analysis of gas chromatography-mass spectrometry (GC-MS) metabolomics data. Typically these values cover about 10%–20% of all data and can originate from various backgrounds, including analytical ...
Piotr S. Gromski, Yun Xu, Helen L. Kotze, Elon Correa, David I. Ellis, Emily Grace Armitage, Michael L. Turner, Royston Goodacre   +7 more
doaj   +1 more source

Expect: EXplainable Prediction Model for Energy ConsumpTion

Mathematics, 2022
With the steady growth of energy demands and resource depletion in today’s world, energy prediction models have gained more and more attention recently.
Amira Mouakher, Wissem Inoubli, Chahinez Ounoughi, Andrea Ko   +3 more
doaj   +1 more source

Carcinomas and Carcinoid Tumors of the Lungs and Bronchi in Children and Adolescents: The EXPeRT Recommendations

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Primary lung carcinomas and bronchial carcinoid tumors (BC) are very rare malignancies in childhood. While typical BC and mucoepidermoid carcinomas are mostly low‐grade, localized tumors with a more favorable prognosis than in adults, necessitating avoidance of overtreatment, adenocarcinomas of the lung are often diagnosed at advanced disease ...
Michael Abele, Calogero Virgone, Michaela Kuhlen, Sabine Irtan, Yves Reguerre, Malgorzata Krawczyk, Ewa Bien, Tal Ben‐Ami, Maja Cesen, Ricardo Lopez‐Almaraz, Andrea Ferrari, Gianni Bisogno, Dominik T. Schneider, Abbas Agaimy, Constantin Lapa, Hubert Ducou le Pointe, Rainer Claus, Catherine Daniel, Ines B. Brecht, Daniel Orbach   +19 more
wiley   +1 more source

Techniques for Robust Imputation in Incomplete Two-Way Tables

Applied System Innovation, 2021
We describe imputation strategies resistant to outliers, through modifications of the simple imputation method proposed by Krzanowski and assess their performance.
Sergio Arciniegas-Alarcón, Marisol García-Peña, Camilo Rengifo, Wojtek J. Krzanowski   +3 more
doaj   +1 more source

European Standard Clinical Practice Guideline and EXPeRT Recommendations for the Diagnosis and Management of Gastroenteropancreatic Neuroendocrine Neoplasms in Children and Adolescents

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Pediatric gastroenteropancreatic neuroendocrine neoplasms (GEP‐NENs) are extremely rare and clinically heterogeneous. Management has largely been extrapolated from adult practice. This European Standard Clinical Practice Guideline (ESCP), developed by the EXPeRT network in collaboration with adult NEN experts, provides (adult) evidence ...
Michaela Kuhlen, Calogero Virgone, Antje Redlich, Michael Abele, Ricardo Lopez‐Almaraz, Tal Ben‐Ami, Ewa Bien, Gianni Bisogno, Maja Mazic Cesen, Andrea Ferrari, Malgorzata A. Krawczyk, Yves Reguerre, Dominik T. Schneider, Ines B. Brecht, Charlotte Rigaud, Bilgehan Yalcin, Rainer Claus, Christian Vokuhl, Constantin Lapa, Jörg Fuchs, Segolene Hescot, Thomas Walter, Julien Hadoux, Daniel Orbach   +23 more
wiley   +1 more source