Search Results - "Li, Deng'ao"
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1
Multivariable identification based MPC for closed-loop glucose regulation subject to individual variability
Published in Computer methods in biomechanics and biomedical engineering (20-11-2023)“…The controller is important for the artificial pancreas to guide insulin infusion in diabetic therapy. However, the inter- and intra-individual variability and…”
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2
LDPC-Coded Generalized Frequency Division Multiplexing for Intensity-Modulated Direct-Detection Optical Systems
Published in IEEE photonics journal (01-04-2019)“…In this paper, a low-density parity check (LDPC) coded GFDM with high-level modulation scheme is proposed for more flexible and advanced multicarrier…”
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3
New convolutional neural network model for screening and diagnosis of mammograms
Published in PloS one (13-08-2020)“…Breast cancer is the most common cancer in women and poses a great threat to women's life and health. Mammography is an effective method for the diagnosis of…”
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4
A deep learning system for heart failure mortality prediction
Published in PloS one (24-02-2023)“…Heart failure (HF) is the final stage of the various heart diseases developing. The mortality rates of prognosis HF patients are highly variable, ranging from…”
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5
Improving precise point positioning performance based on Prophet model
Published in PloS one (19-01-2021)“…Precision point positioning (PPP) is widely used in maritime navigation and other scenarios because it does not require a reference station. In PPP, the…”
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Combining multi-scale feature fusion with multi-attribute grading, a CNN model for benign and malignant classification of pulmonary nodules
Published in Journal of digital imaging (01-08-2020)“…Lung cancer has the highest mortality rate of all cancers, and early detection can improve survival rates. In the recent years, low-dose CT has been widely…”
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7
A Novel Hybrid Fusion Algorithm for Low-Cost GPS/INS Integrated Navigation System During GPS Outages
Published in IEEE access (2020)“…It is the main challenge for Global Positioning System (GPS)/Inertial Navigation System (INS) to achieve reliable and low-cost positioning solutions during GPS…”
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8
Classification of breast mass in two‐view mammograms via deep learning
Published in IET image processing (01-02-2021)“…Breast cancer is the second deadliest cancer among women. Mammography is an important method for physicians to diagnose breast cancer. The main purpose of this…”
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9
A Medium- and Long-Term Residential Load Forecasting Method Based on Discrete Cosine Transform-FEDformer
Published in Energies (Basel) (01-08-2024)“…Accurate and reliable medium- and long-term load forecasting is crucial for the rational planning and operation of power systems. However, existing methods…”
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10
Multi-objective two-stage robust optimization of wind/PV/thermal power system based on meta multi-agent reinforcement learning
Published in International journal of electrical power & energy systems (01-11-2024)“…The integration of renewable energy into the power grid poses significant challenges for optimization and scheduling of the power system. In recent years,…”
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11
RAEN: Rate Adaptation for Effective Nodes in Backscatter Networks
Published in Sensors (Basel, Switzerland) (01-06-2022)“…A backscatter network, as a key enabling technology for interconnecting plentiful IoT sensing devices, can be applicable to a variety of interesting…”
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12
MLFGCN: short-term residential load forecasting via graph attention temporal convolution network
Published in Frontiers in neurorobotics (23-09-2024)“…Residential load forecasting is a challenging task due to the random fluctuations caused by complex correlations and individual differences. The existing…”
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13
Comorbidities and mortality risk in COVID-19 patients with congestive heart failure: A comprehensive analysis
Published in Heliyon (15-08-2024)“…The COVID-19 pandemic has posed unprecedented challenges to global healthcare systems, resulting in alarming incidence and mortality rates among patients with…”
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14
Imaging segmentation mechanism for rectal tumors using improved U-Net
Published in BMC medical imaging (23-04-2024)“…In radiation therapy, cancerous region segmentation in magnetic resonance images (MRI) is a critical step. For rectal cancer, the automatic segmentation of…”
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15
GNSS Multipath Mitigation Method Based on K-means Classification in Urban Environment
Published in Journal of the Indian Society of Remote Sensing (01-05-2022)“…Multipath effect occurs when using the Global Navigation Satellite System (GNSS) in urban environments. Multipath effect means that when the GNSS antenna…”
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16
Towards reliable healthcare Imaging: conditional contrastive generative adversarial network for handling class imbalancing in MR Images
Published in PeerJ. Computer science (10-07-2024)“…Medical imaging datasets frequently encounter a data imbalance issue, where the majority of pixels correspond to healthy regions, and the minority belong to…”
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17
Mitigating GNSS Multipath Effects Using XGBoost Integrated Classifier Based on Consistency Checks
Published in International journal of antennas and propagation (01-08-2022)“…Under the influence of urban building roads, especially interference from multipath effects, global navigation satellite system (GNSS) receiver-related output…”
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18
A Unified Approach Addressing Class Imbalance in Magnetic Resonance Image for Deep Learning Models
Published in IEEE access (2024)“…Medical image datasets, particularly those comprising Magnetic Resonance (MR) images, are essential for accurate diagnosis and treatment planning. However,…”
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19
Novel Hybrid Algorithm of Improved CKF and GRU for GPS/INS
Published in IEEE access (2020)“…In order to ensure that Inertial Navigation System/Global Positioning System integrated navigation system (INS/GPS) can still provide high precision…”
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20
Dual-Frequency GNSS Observations Cycle Slip Detection and Repair Method Using the Ensemble Hatch–Melbourne–Wübbena (HMW) Combination—Prophet Model
Published in Journal of the Indian Society of Remote Sensing (01-10-2023)“…The technique of cycle slip detection and repair is crucial to GNSS high-precision position. The TurboEdit algorithm detects cycle slip using…”
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