Search Results - "Xie, Danfeng"
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1
Deep Learning in Visual Computing and Signal Processing
Published in Applied computational intelligence and soft computing (01-01-2017)“…Deep learning is a subfield of machine learning, which aims to learn a hierarchy of features from input data. Nowadays, researchers have intensively…”
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Journal Article -
2
Accelerating GluCEST imaging using deep learning for B0 correction
Published in Magnetic resonance in medicine (01-10-2020)“…Purpose Glutamate weighted Chemical Exchange Saturation Transfer (GluCEST) MRI is a noninvasive technique for mapping parenchymal glutamate in the brain…”
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Journal Article -
3
Influencing Factors and Prewarning of Unsafe Status of Construction Workers Based on BP Neural Network
Published in Applied sciences (01-03-2023)“…Scholars have paid considerable attention to the factors that affect the safety states of construction workers. However, only a few studies have focused on the…”
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Journal Article -
4
Identifying Critical Factors Affecting the Resilience of Additive Manufacturing Architecture Supply Chain
Published in Buildings (Basel) (01-04-2023)“…Building a resilient and stable supply chain has become an important strategy for many countries. Studies have shown that the application of additive…”
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Journal Article -
5
Mechanisms of Cell Adhesion Molecules in Endocrine-Related Cancers: A Concise Outlook
Published in Frontiers in endocrinology (Lausanne) (07-04-2022)“…Chemotherapy is a critical treatment for endocrine-related cancers; however, chemoresistance and disease recurrence remain a challenge. The interplay between…”
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Trade-Off and Synergy Mechanism of Agricultural Water Resource Spatial Allocation in Monsoon Climate Areas Based on Machine Learning: A Case Study of Reservoir Layout Optimization in Shandong Province, China
Published in Agronomy (Basel) (01-09-2024)“…Influenced by increasing global extreme weather and the uneven spatiotemporal distribution of water resources in monsoon climate areas, the balance of…”
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Journal Article -
7
Features of cytomegalovirus infection and evaluation of cytomegalovirus-specific T cells therapy in children’s patients following allogeneic hematopoietic stem cell transplantation: A retrospective single-center study
Published in Frontiers in cellular and infection microbiology (20-10-2022)“…Cytomegalovirus (CMV) infection remains a critical cause of mortality after allogeneic hematopoietic stem cell transplantation (allo-HSCT), despite improvement…”
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Journal Article -
8
POCS-Augmented CycleGAN for MR Image Reconstruction
Published in Applied sciences (01-01-2022)“…Recent years have seen increased research interest in replacing the computationally intensive Magnetic resonance (MR) image reconstruction process with deep…”
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Applying Rituximab During the Conditioning Regimen Prevents Epstein–Barr Virus Infection Following Allogeneic Hematopoietic Stem Cell Transplant in a Children’s Cohort: A Retrospective Case–Control Study
Published in Infectious diseases and therapy (01-08-2023)“…Introduction Since hematopoietic stem cell transplant (HSCT) is an important therapy for malignant and non-malignant pediatric diseases, improving…”
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10
Avatrombopag for the treatment of thrombocytopenia in children's patients following allogeneic hematopoietic stem-cell transplantation: A pilot study
Published in Frontiers in pediatrics (15-02-2023)“…Thrombocytopenia following allogeneic hematopoietic stem cell transplantation (allo-HSCT) is a common and life-threatening complication. Thus, new prevention…”
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11
A Hierarchical Deep Neural Network for Fault Diagnosis on Tennessee-Eastman Process
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01-12-2015)“…This paper proposes a hierarchical deep neural network (HDNN) for diagnosing the faults on the Tennessee-Eastman process (TEP). The TEP process is a benchmark…”
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Conference Proceeding -
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Moving Objects Segmentation from compressed surveillance video based on Motion Estimation
Published in Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012) (01-11-2012)“…Pixel-domain analysis, the mainstream approach to analyze surveillance video, has always been a hot issue in academy and industry. However, with the increasing…”
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Conference Proceeding -
13
Facile in situ fabrication of Cu2O@Cu metal-semiconductor heterostructured nanorods for efficient visible-light driven CO2 reduction
Published in Chemical engineering journal (Lausanne, Switzerland : 1996) (01-04-2020)“…[Display omitted] •A simple, low-cost and efficient method was developed to fabricate catalysts.•Cu2O@Cu nanorods show excellent light harvesting and good…”
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Journal Article -
14
Denoising arterial spin labeling perfusion MRI with deep machine learning
Published in Magnetic resonance imaging (01-05-2020)“…Arterial spin labeling (ASL) perfusion MRI is a noninvasive technique for measuring cerebral blood flow (CBF) in a quantitative manner. A technical challenge…”
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Journal Article -
15
Hypomethylating Agents As Maintenance Treatment Following Allogeneic Hematopoietic Transplant in Children's Patients with Acute Myeloid Leukemia or Myelodysplastic Syndrome: A Single Center Study
Published in Blood (23-11-2021)“…Regarding children's patients undergoing allogeneic hematopoietic stem cell transplant (HSCT) for acute myeloid leukemia (AML) or myelodysplastic syndrome…”
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Journal Article -
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Improving Sensitivity of Arterial Spin Labeling Perfusion MRI in Alzheimer's Disease Using Transfer Learning of Deep Learning‐Based ASL Denoising
Published in Journal of magnetic resonance imaging (01-06-2022)“…Background Arterial spin labeling (ASL) perfusion magnetic resonance imaging (MRI) denoising through deep learning (DL) often faces insufficient training data…”
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Journal Article -
17
Medial septum glutamatergic neurons control wakefulness through a septo-hypothalamic circuit
Published in Current biology (12-04-2021)“…The medial septum (MS) is involved in arousal-based behaviors and modulates general anesthesia response. However, the role of MS in wakefulness control remains…”
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Journal Article -
18
Accelerating GluCEST imaging using deep learning for B 0 correction
Published in Magnetic resonance in medicine (01-10-2020)“…Glutamate weighted Chemical Exchange Saturation Transfer (GluCEST) MRI is a noninvasive technique for mapping parenchymal glutamate in the brain. Because of…”
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Journal Article -
19
Reliability analysis of random vibration for a CCGA624 component based on an improved Miner’s rule
Published in Journal of materials science. Materials in electronics (01-12-2023)“…In this paper, out-of-plane random vibration reliability of a ceramic column grid array (CCGA) package was tested in accordance with the ECSS-Q-70-08C…”
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Journal Article -
20
Machine Learning-Based Arterial Spin Labeling Perfusion MRI Signal Processing
Published 01-01-2020“…Arterial spin labeling (ASL) perfusion Magnetic Resonance Imaging (MRI) is a noninvasive technique for measuring quantitative cerebral blood flow (CBF) but…”
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Dissertation