Results 161 to 170 of about 31,077 (302)

Development and External Validation of an Efficient Deep Learning Model for Lesion Segmentation and Subtyping of Hepatic Echinococcosis in Ultrasound Imaging

Health Care Science, EarlyView.
We developed a lightweight deep learning framework that integrates frequency‐ and spatial‐domain ultrasound features with segmentation‐assisted classification for hepatic echinococcosis diagnosis. The model outperformed existing state‐of‐the‐art methods in both accuracy and inference speed while requiring substantially fewer computational resources ...
Zhu He, Jiajun Qiu, Chenlin Du, Jin Yin, Xuhui Zhang, Yelei Ren, Yifei Wang, Lamu Suolang, Chunyang Li, Zongjiu Zhang, Diming Cai, Qicheng Lao   +11 more
wiley   +1 more source

HPRNet: a hierarchical pyramidal residual network for ECG arrhythmia classification. [PDF]

Front Physiol
Huang J, Huang M, Zheng H, Xiao Y, Bolea Y, Grau A, Luo S.   +6 more
europepmc   +1 more source

Statistical strategies for pruning all the uninteresting association rules

, 2003
We propose a general framework to describe formally the problem of capturing the intensity of implication for association rules through statistical metrics. In this framework we present properties that influence the interestingness of a rule, analyze the conditions that lead a measure to perform a perfect prune at a time,
openaire   +1 more source

A spatiotemporal single‐cell atlas of porcine development reveals regulatory dynamics and cellular targets of domestication

iMeta, EarlyView.
This study presents a cross‐tissue, single‐cell/single‐nucleus transcriptomic atlas spanning from prenatal to postnatal developmental stages in pig, characterizing 83 distinct cell types from 252,033 cells. Through the construction of cross‐tissue transcriptional regulatory networks and pseudotime trajectories, we revealed that organogenesis is driven ...
Rong Zhou, Zishuai Wang, Chenghao Hu, Shuhan Deng, Changyun Cai, Yanfang Wang, Shang‐Tong Li, Lijing Bai, Kui Li   +8 more
wiley   +1 more source

CADP: Connection-Aware DenseNet Pruning for lightweight plant disease classification. [PDF]

BMC Plant Biol
Jiang H, Cao X, Liu J, Yi G, Wang Z, Peng Y, Li M.   +6 more
europepmc   +1 more source

Complement C3 mediates adolescent social isolation‐induced hippocampal synaptic deficits and sex‐specific emotional dysfunction

Interdisciplinary Medicine, EarlyView.
Adolescent social isolation disrupts hippocampal function and exacerbates emotional symptoms, with sex‐specific patterns, as shown by human studies. In mice, social isolation decreased hippocampal synaptic density and calcium signaling, upregulated complement proteins, and activated complement‐mediated microglial synaptic phagocytosis.
Yuwan Qi, Siying Weng, Qiao Yin, Mengqi Li, Liang Shen, Enyou Qiao, Lu Gao, Yihan Wang, Yuxuan Li, Weifeng Luo, Qilin Zhang, Jing Wang, Jianfeng Feng, Qifei Cong   +13 more
wiley   +1 more source

Large language model assisted decision support framework for uncertainty aware detection and management of tomato lateral shoots. [PDF]

Front Plant Sci
Jiang Y, Geng Y, Zheng Z, Pang X.
europepmc   +1 more source

A Dyanamic Cross-Reference Pruning Strategy For Multiple Feature Fusion at Decoder Run Time

, 2008
Although multiple cues, such as different signal processing techniques and feature representations, have been used in speech recognition in adverse acoustic environment, how to maximally utilize the benefit of these cues is largely unsolved.
Jiang Han, Yonghong Yan, Jielin Pan, Chengyi Zheng, Jian Liu, Jianping Zhang   +5 more
core  

Multi‐omics biomarkers for intestinal infection and inflammation in inflammatory bowel disease: Current evidence, translational challenges, and diagnostic opportunities

Interdisciplinary Medicine, EarlyView.
Prospective multi‐site cohorts, multi‐omics profiling, and computational analysis may help identify biomarker patterns across clinical settings in IBD and superimposed infections. With further mechanistic and clinical validation, these signals could support the development of practical multi‐analyte tools for more precise diagnosis and management ...
Ziyu Yang, Jiayi Yao, Xinxian Zhao, Yan Xu, Yifan Chen, Tianchi Chen, Ying Jian, Min Li   +7 more
wiley   +1 more source

PADP: progressive and adaptive data pruning for efficient incremental learning. [PDF]

Sci Rep
Duan B, Liu D, He Z, Zhou W, Miao S.
europepmc   +1 more source