Results 51 to 60 of about 4,806,455 (222)

FLASH Irradiation Modulates Immune Responses and Accelerates Lung Recovery: A Single‐Cell Perspective

open access: yesAdvanced Science, EarlyView.
Single‐cell RNA sequencing reveals distinct immune responses to FLASH versus conventional dose rate irradiation in early radiation‐induced lung injury. FLASH irradiation reduces Ccrl2⁺ neutrophil infiltration, activates CD4⁺ CD40L⁺ Th cells, restrains pro‐inflammatory Mefv⁺ monocytes, and enhances epithelial repair via TGF‐β signaling, underscoring its
Hao Lu   +10 more
wiley   +1 more source

Genetic variants linked to type 2 diabetes in CDKN1B and TCF7L2 influence survival outcomes in metastatic colorectal cancer

open access: yesInternational Journal of Cancer, EarlyView.
What's New? Multiple genetic polymorphisms characteristic of type 2 diabetes (T2D) have been associated with unfavorable prognostic outcomes in individuals with both T2D and metastatic colorectal cancer. This study evaluated the impact of T2D genetic polymorphisms on metastatic colon cancer prognosis in a cohort of non‐diabetic patients.
Raffaella Ruggiero   +11 more
wiley   +1 more source

Classification Mammogram Images Using ID3 decision tree Algorithm Based on Contourlet Transform [PDF]

open access: yesEngineering and Technology Journal, 2015
Breast cancer is the most common malignancy of women and is the second most common and leading cause of cancer deaths among them. At present, there are no effective ways to prevent breast cancer, because its cause is not yet fully known.
Matheel Emaduldeen Abdulmunim   +1 more
doaj   +1 more source

Improved Regression Tree Models Using Generalization Error‐Based Splitting Criteria

open access: yesNaval Research Logistics (NRL), EarlyView.
ABSTRACT Despite the widespread application of machine learning (ML) approaches such as the regression tree (RT) in the field of data‐driven optimization, overfitting may impair the effectiveness of ML models and thus hinder the deployment of ML for decision‐making.
Ying Yang, Shuaian Wang, Gilbert Laporte
wiley   +1 more source

Research on Intelligent Recognition and Classification Algorithm of Music Emotion in Complex System of Music Performance

open access: yesComplexity, 2021
In the complex system of music performance, there are differences in the expression of music emotions by listeners, so it is of great significance to study the classification of different emotions under different audio signals.
Daliang Wang, Xiaowen Guo
doaj   +1 more source

Sustainable Development Investment Decision: Do Environmental, Social and Governance (ESG) and Behavioral Biases Factors Matter?

open access: yesSustainable Development, EarlyView.
ABSTRACT This paper investigates the critical factors involved and evaluates how environmental, social, and governance (ESG), along with behavioral biases, impacts sustainable investment decision making. The researchers employed purposive sampling with random sampling methods to gather data from retail investors; the data is then analyzed in two stages.
Anshita Bihari   +5 more
wiley   +1 more source

Building of fuzzy decision trees using ID3 algorithm

open access: yes, 2018
Decision trees are widely used in the field of machine learning and artificial intelligence. Such popularity is due to the fact that with the help of decision trees graphic models, text rules can be built and they are easily understood by the final user.
S. Begenova, T. Avdeenko
semanticscholar   +1 more source

Assessment of Patients With Beta‐Lactams Positive Provocation Tests by Biomarkers of IgG‐Related Neutrophil Activation

open access: yesClinical &Experimental Allergy, EarlyView.
Neutrophil activation in beta‐lactams (BL) immediate hypersensitivity reactions (IHR). Factor component analysis of IHR biomarkers suggests an IgG‐mediated mechanism. We propose Neutrophil Elastase as a biomarker of neutrophil activation in BL IHR. ABSTRACT Background Beta‐lactams (BLs) are the predominant cause of immediate allergic reactions to drugs.
Adrienne Astrid Gallizzi   +13 more
wiley   +1 more source

Decision Tree Algorithm based on Granular Computing and Important Degree of Attribute Value

open access: yesChemical Engineering Transactions, 2015
Conventional decision tree algorithm employs information gain and information gain ratio to select splitting attribute, and avoid attribute value significance.
P. Liu   +4 more
doaj   +1 more source

Comparative analysis of classification algorithms for critical land prediction in agricultural cultivation areas

open access: yesJurnal Teknologi dan Sistem Komputer, 2020
Currently, the identification of critical land, that has been physically, chemically, and biologically damaged, uses a geographic information system. However, it requires a high cost to get the high resolution of satellite images.
Deden Istiawan
doaj   +1 more source

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