We used the pre-trained xECGArch15 to classify 1521 unseen ECGs into AF and n-AF. Subsequently model explanations were extracted in terms of each sample’s relevance for classification using DTD for both, the long-term and the short-term…
Author: admin
-
Direct liquefying organic cages into porous liquid molecules for enhanced near-infrared photothermal conversion and catalysis
O’Reilly, N., Giri, N. & James, S. L. Porous liquids. Chem. Eur. J. 13, 3020–3025 (2007).
Google Scholar
Wang, D., Ying, Y., Xin, Y., Li, P., Yang, Z. & Zheng, Y. Porous liquids open new…
Continue Reading
-
Loneliness is associated with unstable and distorted emotion transition predictions
Valtorta, N. K., Kanaan, M., Gilbody, S., Ronzi, S. & Hanratty, B. Loneliness and social isolation as risk factors for coronary heart disease and stroke: systematic review and meta-analysis of longitudinal observational studies. Heart 102,…
Continue Reading
-
The role and clinical value of natriuretic peptide receptor family in malignant tumor
Wang X, Raulji P, Mohapatra SS, Patel R, Hellermann G, Kong X, et al. Natriuretic peptide receptor A as a novel target for prostate cancer. Mol Cancer. 2011;10:56.
Google Scholar
…Continue Reading
-
Comparative analysis of deep learning architectures in solar power prediction
Data presentation
In this study, this dataset comprises 4200 samples of historical records of solar power generation, and for each record, each annotated with total of 20 meteorological and astronomical input features and as well as one…
Continue Reading
-
Deep transfer learning and attention based P2.5 forecasting in Delhi using a decade of winter season data
The materials and methods aspect of this research encompasses the following components: Study Area, Data Exploration and Preprocessing, and methods, which delineate the techniques, including the principles of Transfer Learning, the Multi-Head…
Continue Reading
-
Enhancement solar dryer performance and collector efficiency of paraffin PCM/copper fin featured solar dryer
According to the investigation experimentation results of the present study are elaborated in Table 4.
Table 4 Important findings from the investigation of solar dryers with different cases. The experiment was conducted on February 2 week…
Continue Reading
-
Integrating physiological signals for enhanced sleep apnea diagnosis with SleepNet
Overview of the SleepNet model
The SleepNet model presents an innovative method for detecting sleep apnea by utilizing various physiological signals to improve diagnostic precision. At the heart of its design is a hybrid framework that merges a…
Continue Reading
-
Structural basis of VCP-VCPIP1-p47 ternary complex in Golgi maintenance
Cloning, protein expression and purification
Full-length VCPIP1 in pDEST_CMV with a N-terminal Strep tag was acquired from Wade Harper67 and VCP was a gift from Nico Dantuma (VCP in pEGFP-N1 [Addgene plasmid #23971]). From there, the VCP coding…
Continue Reading
-
Time-domain thermoreflectance | Nature Reviews Methods Primers
Cahill, D. G. Analysis of heat flow in layered structures for time-domain thermoreflectance. Rev. Sci. Instrum. 75, 5119–5122 (2004). This work presents an introduction to and a description of the now-standardized TDTR experimental layout and…
Continue Reading