Results 51 to 60 of about 225,507 (258)

DEVELOPMENT OF A SYSTEM FOR IMAGE RESTORATION USING NEURAL NETWORKS

Journal of Problems in Computer Science and Information Technologies, 2023
This article presents a comparative study of the super image resolution method using Deep Image Priors, comparing it with other advanced methods.
Dauren Nurmaganbet, Aksultan Mukhanbet, Kanat Musilim   +2 more
doaj   +1 more source

DIP-UP: Deep Image Prior for Unwrapping Phase

Information
Phase images from gradient echo MRI sequences reflect underlying magnetic field inhomogeneities but are inherently wrapped within the range of −π to π, requiring phase unwrapping to recover the true phase.
Xuanyu Zhu, Yang Gao, Zhuang Xiong, Wei Jiang, Feng Liu, Hongfu Sun   +5 more
doaj   +1 more source

Low-Dose CT Image Reconstruction With a Deep Learning Prior

IEEE Access, 2020
In low-dose computed tomography (LDCT), a penalized weighted least squares (PWLS) approach that incorporates the Poisson statistics of X-ray photons can significantly reduce excessive quantum noise.
Hyoung Suk Park, Kyungsang Kim, Kiwan Jeon   +2 more
doaj   +1 more source

Deep Highlight Removal Using Temporal Dark Prior in High-Speed Domain

IEEE Access, 2023
This paper proposes a deep highlight removal method based on the dichromatic model under alternating current (AC) light sources with a new diffuse prior on temporal domain, temporal dark prior.
Jeong-Won Ha, Kang-Kyu Lee, Jun-Sang Yoo, Jong-Ok Kim   +3 more
doaj   +1 more source

Deep Phase Coded Image Prior

2024 IEEE International Conference on Computational Photography (ICCP)
Phase-coded imaging is a computational imaging method designed to tackle tasks such as passive depth estimation and extended depth of field (EDOF) using depth cues inserted during image capture. Most of the current deep learning-based methods for depth estimation or all-in-focus imaging require a training dataset with high-quality depth maps and an ...
Nimrod Shabtay, Eli Schwartz, Raja Giryes   +2 more
openaire   +2 more sources

Deep plug-and-play prior for hyperspectral image restoration

Neurocomputing, 2022
code at https://github.com/Zeqiang-Lai ...
Zeqiang Lai, Kaixuan Wei, Ying Fu 0001
openaire   +2 more sources

Clinical and Biological Features of Response in Resistant Neuroblastoma to 131I‐Metaiodobenzylguanidine Radiotherapy in the Anti‐GD2 Immunotherapy Era

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background 131I‐metaiodobenzylguanidine (131I‐MIBG) radiotherapy is a key treatment for relapsed and refractory (R/R) neuroblastoma (NB). Patients with R/R disease treated in the modern era are increasingly exposed to anti‐GD2 immunotherapy, which exerts selective pressure and may modify both tumor cell state and microenvironment.
Benjamin J. Lerman, Katherine K. Matthay, Fabienne Hollinger, Catriona Black, Ann A. Lazar, Miguel Pampaloni, Steven G. DuBois, Kieuhoa T. Vo   +7 more
wiley   +1 more source

Time Toxicity in Wilms Tumor: Quantifying the Burden of Healthcare Interaction in the First Year After Diagnosis

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Wilms tumor (WT) treatment imposes a significant time burden on patients and their families. Time toxicity is a patient‐centered metric that quantifies the burden of healthcare interaction. We sought to define time toxicity in the first year after diagnosis of WT and hypothesized that it would increase as tumor stage and treatment ...
Caleb Q. Ashbrook, Veerain Gupta, Nicholas J. Clark, Vijay Rings, Lauren E. Corona, Douglass B. Clayton, Daniel J. Benedetti   +6 more
wiley   +1 more source

A Masked-Pre-Training-Based Fast Deep Image Prior Denoising Model

Applied Sciences
Compared to supervised denoising models based on deep learning, the unsupervised Deep Image Prior (DIP) denoising approach offers greater flexibility and practicality by operating solely with the given noisy image.
Shuichen Ji, Shaoping Xu, Qiangqiang Cheng, Nan Xiao, Changfei Zhou, Minghai Xiong   +5 more
doaj   +1 more source

The Role of Hematopoietic Cell Transplantation in Ataxia‐Telangiectasia

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Ataxia‐telangiectasia (A‐T) is a DNA repair disorder characterized by neurodegeneration, immunodeficiency, and cancer predisposition. Hematopoietic cell transplantation (HCT) is an established therapy in related disorders such as Fanconi anemia (FA) and Nijmegen breakage syndrome (NBS), but its role in A‐T is unclear.
Laila Alkhouli, Seth Rotz, Masatoshi Takagi, Richa Sharma   +3 more
wiley   +1 more source