Explanipedia

An MRI radiomics approach using invasion-based weak supervision for identifying and evaluating aggressive PitNETs Open

Yangyang Wang, Shunchang Ma, Yuyan Zhang, Yueqian Sun, Li Ma , et al. · 2025

Pituitary neuroendocrine tumor (PitNET) aggressiveness critically affects treatment and prognosis, yet reliable noninvasive preoperative tools remain lacking. We developed a deep learning radiomics (DLR) model integrating automatic segment…

A Structure-aware Invariant Learning Framework for Node-level Graph OOD Generalization Open

Ruiwen Yuan, Yongqiang Tang, Wensheng Zhang · 2025

Shapley value-based class activation mapping for improved explainability in neural networks Open

Huaiguang Cai, Yang Yang, Yongqiang Tang, Zhengya Sun, Wensheng Zhang · 2025

A Double-Layer Time Series Model of Wind Power Considering Heatwave Events Open

Wei Dai, Yufei Chen, Hui Liu, Peng Sun, Yongqiang Tang · 2025

A Double-Layer Time Series Model of Wind Power Considering Heatwave Events Open

Wei Dai, Yufei Chen, Hui Liu, Peng Sun, Yongqiang Tang · 2025

Deep Contrastive Survival Analysis with Dual-View Clustering Open

C.Y. Cui, Yongqiang Tang, Wensheng Zhang · 2024

Survival analysis aims to analyze the relationship between covariates and events of interest, and is widely applied in multiple research fields, especially in clinical fields. Recently, some studies have attempted to discover potential sub…

LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models Open

Guangyan Li, Yongqiang Tang, Wensheng Zhang · 2024

Large language models (LLMs) show excellent performance in difficult tasks, but they often require massive memories and computational resources. How to reduce the parameter scale of LLMs has become research hotspots. In this study, we make…

Machine Learning Models Developed and Internal Validated for Predicting Chronicity in Chinese Children Immune Thrombocytopenia Open

Jingyao Ma, Chang Cui, Yongqiang Tang, Yu Hu, Shuyue Dong , et al. · 2023

Calculation of thermal neutron scattering data of MgF2 and its effect on beam shaping assembly for BNCT Open

Jiaqi Hu, Zhaopeng Qiao, Lunhe Fan, Yongqiang Tang, Liangzhi Cao , et al. · 2022

MgF2 as a moderator material has been extensively used in the beam shaping assembly (BSA) that plays an important role in the boron neutron capture therapy (BNCT). Regarded as important for applications, the thermal neutron scattering data…

Case report: Long response to PD-1 blockade after failure of trastuzumab plus chemotherapy in advanced Epstein-Barr virus-associated gastric cancer Open

Yan Pan, Linbin Lu, Huan Liu, Di Chen, Ning Han , et al. · 2022

Background Trastuzumab-containing chemotherapy is the first-line treatment for advanced gastric cancer (GC) with HER2 positive. Although PD-1 inhibitors significantly improved the outcome of GC patient’s refractory to previous chemotherapy…

Treatments of Thermal Neutron Scattering Data and Their Effect on Neutronics Calculations Open

Tiejun Zu, Yongqiang Tang, Zhanpeng Huang, Shuai Qin, Jie Li , et al. · 2021

In the conventional method to generate thermal scattering cross section of moderator materials, only one of the coherent elastic scattering and incoherent elastic scattering is considered in neutronics calculations. For the inelastic scatt…

Multi-scale 2D Representation Learning for weakly-supervised moment retrieval Open

Li Ding, Rui Wu, Yongqiang Tang, Zhizhong Zhang, Wensheng Zhang · 2021

Video moment retrieval aims to search the moment most relevant to a given language query. However, most existing methods in this community often require temporal boundary annotations which are expensive and time-consuming to label. Hence w…

Rhythmic light flicker rescues hippocampal low gamma and protects ischemic neurons by enhancing presynaptic plasticity Open

Lifeng Zheng, Mei Yu, Rui Lin, Yunxuan Wang, Zhan Zhuo , et al. · 2020

The complex relationship between specific hippocampal oscillation frequency deficit and cognitive dysfunction in the ischemic brain is unclear. Here, using a mouse two-vessel occlusion (2VO) cerebral ischemia model, we show that visual sti…

Impaired Parahippocampal Gyrus–Orbitofrontal Cortex Circuit Associated with Visuospatial Memory Deficit as a Potential Biomarker and Interventional Approach for Alzheimer Disease Open

Lin Zhu, Zan Wang, Zhanhong Du, Xinyang Qi, Hao Shu , et al. · 2020

Neural circuitry of looming induced innate fear responses Open

Liping Wang, Zheng Zhou, Xuemei Liu, Shanping Chen, Zhijian Zhang , et al. · 2019

A VTA GABAergic Neural Circuit Mediates Visually Evoked Innate Defensive Responses Open

Zheng Zhou, Xuemei Liu, Shanping Chen, Zhijian Zhang, Yuanming Liu , et al. · 2019

A VTA GABAergic neural circuit mediates visually evoked innate defensive responses Open

Zheng Zhou, Xuemei Liu, Shanping Chen, Zhijian Zhang, Yuanming Liu , et al. · 2018

SUMMARY Innate defensive responses are essential for animal survival and are conserved across species. The ventral tegmental area (VTA) plays important roles in learned appetitive and aversive behaviors, but whether it plays a role in medi…

Correction: Corrigendum: Processing of visually evoked innate fear by a non-canonical thalamic pathway Open

Pengfei Wei, Nan Liu, Zhijian Zhang, Xuemei Liu, Yongqiang Tang , et al. · 2015

Nature Communications 6: Article number: 6756 (2015); Published: 9 April 2015; Updated: 21 August 2015. The affiliation details for Lin Xu and Xintian Hu are incorrect in this article. The correct affiliation for these authors is given bel…

Processing of visually evoked innate fear by a non-canonical thalamic pathway Open

Pengfei Wei, Nan Liu, Zhijian Zhang, Xuemei Liu, Yongqiang Tang , et al. · 2015

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