Drug-Drug Interaction Extraction via Recurrent Hybrid Convolutional Neural Networks with an Improved Focal Loss [PDF]
Entropy, 2019 Drug-drug interactions (DDIs) may bring huge health risks and dangerous effects to a patient’s body when taking two or more drugs at the same time or within a certain period of time.
Xia Sun +6 more
doaj +4 more sources
Autonomous Binarized Focal Loss Enhanced Model Compression Design Using Tensor Train Decomposition [PDF]
Micromachines, 2022 Deep learning methods have exhibited the great capacity to process object detection tasks, offering a practical and viable approach in many applications.
Mingshuo Liu +4 more
doaj +2 more sources
A Deep CNN Transformer Hybrid Model for Skin Lesion Classification of Dermoscopic Images Using Focal Loss [PDF]
Diagnostics, 2022 Skin cancers are the most cancers diagnosed worldwide, with an estimated > 1.5 million new cases in 2020. Use of computer-aided diagnosis (CAD) systems for early detection and classification of skin lesions helps reduce skin cancer mortality rates ...
Yali Nie +4 more
doaj +2 more sources
Wind Turbine Blade Icing Prediction Using Focal Loss Function and CNN-Attention-GRU Algorithm
Energies, 2023 Blade icing seriously affects wind turbines’ aerodynamic performance and output power. Timely and accurately predicting blade icing status is crucial to improving the economy and safety of wind farms.
Cheng Tao +3 more
doaj +3 more sources
Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function [PDF]
Sensors, 2022 Leandros Stefanopoulos +2 more
exaly +2 more sources
Automated coronary artery calcium scoring using nested U-Net and focal loss [PDF]
Computational and Structural Biotechnology Journal, 2022 Jia-Sheng Hong +2 more
exaly +2 more sources
Method on intrusion detection for industrial internet based on light gradient boosting machine
网络与信息安全学报, 2023 Intrusion detection is a critical security protection technology in the industrial internet, and it plays a vital role in ensuring the security of the system.In order to meet the requirements of high accuracy and high real-time intrusion detection in ...
Xiangdong HU, Lingling TANG
doaj +3 more sources
JOR Spine, 2022 Introduction Focal osteoporosis defect has shown a high association with the bone fragility and osteoporotic fracture prevalence. However, no routine computed tomography (CT)‐based vertebral focal osteoporosis defect measurement and its association with ...
Chentian Li +6 more
doaj +1 more source
Research on Scattering Transform of Urban Sound Events Detection Based on Self-Attention Mechanism
IEEE Access, 2022 Urban sound event detection can automatically preload relevant information for a robot to ensure that it can be applied to various scene-activity tasks. To address the limitations of timbre similarity and scene recognition by audio collection devices, a ...
Shen Song, Cong Zhang, Zhihui Wei
doaj +1 more source
Frontiers in Public Health, 2021 Early accurate diagnosis of patellofemoral pain syndrome (PFPS) is important to prevent the further development of the disease. However, traditional diagnostic methods for PFPS mostly rely on the subjective experience of doctors and subjective feelings ...
Wuxiang Shi +15 more
doaj +1 more source