Results 81 to 90 of about 693,698 (310)

Deep feature-specific imaging

open access: yesOptics Express
Modern photon-counting sensors are increasingly dominated by Poisson noise, yet conventional feature-specific imaging (FSI), based on principal component analysis (PCA), is optimized for additive Gaussian noise and variance preservation rather than task-specific objectives, leading to suboptimal performance and a loss of its advantages under Poisson ...
Yizhou Lu, Andreas Velten
openaire   +2 more sources

Organ‐specific redox imbalances in spinal muscular atrophy mice are partially rescued by SMN antisense oligonucleotides

open access: yesFEBS Letters, EarlyView.
We identified a systemic, progressive loss of protein S‐glutathionylation—detected by nonreducing western blotting—alongside dysregulation of glutathione‐cycle enzymes in both neuronal and peripheral tissues of Taiwanese SMA mice. These alterations were partially rescued by SMN antisense oligonucleotide therapy, revealing persistent redox imbalance as ...
Sofia Vrettou, Brunhilde Wirth
wiley   +1 more source

The spatial domain image and its deep features.

open access: yes, 2018
The spatial domain image and its deep features.
Zhizheng Liang (4994216)   +3 more
core   +1 more source

Machine Learning-Driven Radiomics Analysis for Distinguishing Mucinous and Non-Mucinous Pancreatic Cystic Lesions: A Multicentric Study

open access: yesJournal of Imaging
The increasing use of high-resolution cross-sectional imaging has significantly enhanced the detection of pancreatic cystic lesions (PCLs), including pseudocysts and neoplastic entities such as IPMN, MCN, and SCN. However, accurate categorization of PCLs
Neus Torra-Ferrer   +11 more
doaj   +1 more source

A novel framework of multiclass skin lesion recognition from dermoscopic images using deep learning and explainable AI

open access: yesFrontiers in Oncology, 2023
Skin cancer is a serious disease that affects people all over the world. Melanoma is an aggressive form of skin cancer, and early detection can significantly reduce human mortality. In the United States, approximately 97,610 new cases of melanoma will be
Naveed Ahmad   +8 more
doaj   +1 more source

Deep Feature Deformation Weights

open access: yesCoRR
Project page at https://threedle.github.io ...
Richard Liu, Itai Lang, Rana Hanocka
openaire   +2 more sources

Hybrid Models with Deep and Invertible Features

open access: yesCoRR, 2019
We propose a neural hybrid model consisting of a linear model defined on a set of features computed by a deep, invertible transformation (i.e. a normalizing flow). An attractive property of our model is that both p(features), the density of the features, and p(targets | features), the predictive distribution, can be computed exactly in a single feed ...
Eric, N   +4 more
openaire   +4 more sources

Deep-FS: A feature selection algorithm for Deep Boltzmann Machines [PDF]

open access: yesNeurocomputing, 2018
A Deep Boltzmann Machine is a model of a Deep Neural Network formed from multiple layers of neurons with nonlinear activation functions. The structure of a Deep Boltzmann Machine enables it to learn very complex relationships between features and facilitates advanced performance in learning of high-level representation of features, compared to ...
Taherkhani, A, Cosma, G, McGinnity, TM
openaire   +1 more source

Transferrin receptor 1‐mediated iron uptake supports thermogenic activation in human cervical‐derived adipocytes

open access: yesFEBS Letters, EarlyView.
In this study, we found that human cervical‐derived adipocytes maintain intracellular iron level by regulating the expression of iron transport‐related proteins during adrenergic stimulation. Melanotransferrin is predicted to interact with transferrin receptor 1 based on in silico analysis.
Rahaf Alrifai   +9 more
wiley   +1 more source

The intermediate-frequency representation of image and its deep features.

open access: yes, 2018
The intermediate-frequency representation of image and its deep features.
Zhizheng Liang (4994216)   +3 more
core   +1 more source

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