Results 81 to 90 of about 6,939,271 (302)

Association Between Individualized Education for Kidney Replacement Therapy Modality Selection and Peritoneal Dialysis Initiation: A Cross‐Sectional Study

Therapeutic Apheresis and Dialysis, EarlyView.
ABSTRACT Introduction Peritoneal dialysis (PD) is an established home‐based kidney replacement therapy (KRT), but its uptake remains low in Japan. We evaluated whether individualized education in a dedicated outpatient clinic was associated with the initiation of PD.
Yasuko Ito, Ryuichi Yoshimura, Takaki Yamauchi, Yuta Funakoshi, Hirotaka Sonoda, Seiji Kobayashi, Hiroyuki Terawaki, Takafumi Ito   +7 more
wiley   +1 more source

Optimized encoder-based transformers for improved local and global integration in railway image classification

Frontiers in Computer Science
Railway image classification (RIC) represents a critical application in railway infrastructure monitoring, involving the analysis of hyperspectral datasets with complex spatial-spectral relationships unique to railway environments.
Lilan Li, Xuemei Zhan, TianTian Wu, Hua Ma   +3 more
doaj   +1 more source

Feature Recalibration in Deep Learning via Depthwise Squeeze and Refinement Operations

IEEE Access, 2020
Feature recalibration is a very effective strategy of further improving performance in deep networks. The commonly used global pooling operation will lose the information of distinguishing features, which requires additional fully connected layers to ...
Xingpeng Zhang, Xiaohong Zhang
doaj   +1 more source

On the Robustness of Global Feature Effect Explanations

We study the robustness of global post-hoc explanations for predictive models trained on tabular data. Effects of predictor features in black-box supervised learning are an essential diagnostic tool for model debugging and scientific discovery in applied sciences. However, how vulnerable they are to data and model perturbations remains an open research
Hubert Baniecki, Giuseppe Casalicchio, Bernd Bischl, Przemyslaw Biecek   +3 more
openaire   +2 more sources

Organoids in pediatric cancer research

FEBS Letters, EarlyView.
Organoid technology has revolutionized cancer research, yet its application in pediatric oncology remains limited. Recent advances have enabled the development of pediatric tumor organoids, offering new insights into disease biology, treatment response, and interactions with the tumor microenvironment.
Carla Ríos Arceo, Jarno Drost
wiley   +1 more source

Feature-Level Multi-focus Image Fusion using Neural Network and Image Enhancement [PDF]

, 2012
Image Processing applications have grown vastly in real world. Commonly due to limited depth of optical field lenses, it becomes inconceivable to obtain an image where all the objects are in focus.
Dr. G. Mamatha, Cyril Prasanna Raj, Shaik Abdul Rahim   +2 more
core  

GL-ST: A Data-Driven Prediction Model for Sea Surface Temperature in the Coastal Waters of China Based on Interactive Fusion of Global and Local Spatiotemporal Information

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
The spatiotemporal multimodal variations in sea surface temperature refer to its diverse changes across different temporal and spatial scales.
Ning Song, Jie Nie, Qi Wen, Yuchen Yuan, Xiong Liu, Jun Ma, Zhiqiang Wei   +6 more
doaj   +1 more source

Camouflage Target Detection Method with Mutual Compensation of Local-Global Features [PDF]

Jisuanji kexue yu tansuo
In the field of camouflage object detection (COD), the latest proposed methods mainly use the local features of the camouflaged target to complete the COD task.
HE Wenhao, GE Haibo
doaj   +1 more source

Structural insights into an engineered feruloyl esterase with improved MHET degrading properties

FEBS Letters, EarlyView.
A feruloyl esterase was engineered to mimic key features of MHETase, enhancing the degradation of PET oligomers. Structural and computational analysis reveal how a point mutation stabilizes the active site and reshapes the binding cleft, expading substrate scope.
Panagiota Karampa, Konstantinos Makryniotis, Theofani‐Iosifina Sousani, Evangelos Topakas, Vangelis Daskalakis, Maria Dimarogona   +5 more
wiley   +1 more source

Preparatory Attention to Visual Features Spreads Globally [PDF]

The Journal of Neuroscience
Attention to visual features facilitates neural responses to task-relevant stimuli and also to task-irrelevant stimuli at other locations that share the attended features. This is assumed to enable guided visual search. However, such global facilitation of features has only been observed during active selection of physically presented features.
Melisa Menceloglu, Søren K. Andersen, Taosheng Liu   +2 more
openaire   +3 more sources