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Integrating image and gene-data with a semi-supervised attention model for prediction of KRAS gene mutation status in non-small cell lung cancer

PloS one, 2024-03, Vol.19 (3), p.e0297331-e0297331

2024

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Weakly supervised label propagation algorithm classifies lung cancer imaging subtypes

Scientific reports, 2023-03, Vol.13 (1), p.5167-5167, Article 5167

2023

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A progressive phased attention model fused histopathology image features and gene features for lung cancer staging prediction

International journal for computer assisted radiology and surgery, 2023-10, Vol.18 (10), p.1857-1865

2023

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The association between sleep duration and physical performance in Chinese community-dwelling elderly

PloS one, 2017-03, Vol.12 (3), p.e0174832-e0174832

2017

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Timed Up and Go Test can predict recurrent falls: a longitudinal study of the community-dwelling elderly in China

Clinical interventions in aging, 2017-01, Vol.12, p.2009-2016

2017

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DCCAFN: deep convolution cascade attention fusion network based on imaging genomics for prediction survival analysis of lung cancer

Complex & intelligent systems, 2024-02, Vol.10 (1), p.1115-1130

2024

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Twelve-Month Incidence of Depressive Symptoms in Suburb-Dwelling Chinese Older Adults: Role of Sarcopenia

Journal of the American Medical Directors Association, 2019-01, Vol.20 (1), p.64-69

2019

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Clinical Relevance of Different Handgrip Strength Indexes and Mobility Limitation in the Elderly Adults

The journals of gerontology. Series A, Biological sciences and medical sciences, 2016-01, Vol.71 (1), p.96-102

2016

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Muscle strength rather than muscle mass is associated with osteoporosis in older Chinese adults

Journal of the Formosan Medical Association, 2018-02, Vol.117 (2), p.101-108

2018

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Clinical relevance of different handgrip strength indexes and cardiovascular disease risk factors: A cross-sectional study in suburb-dwelling elderly Chinese

Journal of the Formosan Medical Association, 2019-06, Vol.118 (6), p.1062-1072

2019

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DADFN: dynamic adaptive deep fusion network based on imaging genomics for prediction recurrence of lung cancer

Physics in medicine & biology, 2023-04, Vol.68 (7), p.75007

2023

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Clinical Evidence of Exercise Benefits for Stroke

Advances in experimental medicine and biology, 2017, Vol.1000, p.131-151

2017

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Deep learning approach for predicting lymph node metastasis in non-small cell lung cancer by fusing image–gene data

Engineering applications of artificial intelligence, 2023-06, Vol.122, p.106140, Article 106140

2023

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Adap-BDCM: Adaptive Bilinear Dynamic Cascade Model for Classification Tasks on CNV Datasets

Interdisciplinary sciences : computational life sciences, 2024-05

2024

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The increased risk of sarcopenia in patients with cardiovascular risk factors in Suburb-Dwelling older Chinese using the AWGS definition

Scientific reports, 2017-08, Vol.7 (1), p.9592-7, Article 9592

2017

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Residual neural network with mixed loss based on batch training technique for identification of EGFR mutation status in lung cancer

Multimedia tools and applications, 2023-09, Vol.82 (21), p.33443-33463

2023

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Improved heterogeneous data fusion and multi‐scale feature selection method for lung cancer subtype classification

Concurrency and computation, 2022-01, Vol.34 (1), p.n/a

2022

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Multi‐level learning based on 3D CT image integrated medical clinic information for accurate diagnosis of pulmonary nodules

Concurrency and computation, 2022-08, Vol.34 (17), p.n/a

2022

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FDTrans: Frequency Domain Transformer Model for predicting subtypes of lung cancer using multimodal data

Computers in biology and medicine, 2023-05, Vol.158, p.106812-106812, Article 106812

2023

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PLSR: Unstructured Pruning with Layer-Wise Sparsity Ratio

2023 International Conference on Machine Learning and Applications (ICMLA), 2023, p.1-8

2023

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IEEE_Xplore

Exploration of the prognostic signature reflecting tumor microenvironment of lung adenocarcinoma based on immunologically relevant genes

Bioengineered, 2021-01, Vol.12 (1), p.7417-7431

2021

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The Relationship Between Sleep Duration, Falls, and Muscle Mass: A Cohort Study in an Elderly Chinese Population

Rejuvenation research, 2019-10, Vol.22 (5), p.390

2019

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Integrating image and gene-data with a semi-supervised attention model for prediction of KRAS gene mutation status in non-small cell lung cancer

PloS one, 2024-01, Vol.19 (3)

2024

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A Screening Tool Using Five Risk Factors Was Developed for Fall-Risk Prediction in Chinese Community-Dwelling Elderly Individuals

Rejuvenation research, 2018-10, Vol.21 (5), p.416

2018

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Risk factors for developing diabetes after 3 years among community‐dwelling elderly with impaired fasting glucose

Journal of diabetes, 2019-02, Vol.11 (2), p.107-114

2019

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Integrating image and gene-data with a semi-supervised attention model for prediction of KRAS gene mutation status in non-small cell lung cancer

Weakly supervised label propagation algorithm classifies lung cancer imaging subtypes

A progressive phased attention model fused histopathology image features and gene features for lung cancer staging prediction

The association between sleep duration and physical performance in Chinese community-dwelling elderly

Timed Up and Go Test can predict recurrent falls: a longitudinal study of the community-dwelling elderly in China

DCCAFN: deep convolution cascade attention fusion network based on imaging genomics for prediction survival analysis of lung cancer

Twelve-Month Incidence of Depressive Symptoms in Suburb-Dwelling Chinese Older Adults: Role of Sarcopenia

Clinical Relevance of Different Handgrip Strength Indexes and Mobility Limitation in the Elderly Adults

Muscle strength rather than muscle mass is associated with osteoporosis in older Chinese adults

Clinical relevance of different handgrip strength indexes and cardiovascular disease risk factors: A cross-sectional study in suburb-dwelling elderly Chinese

DADFN: dynamic adaptive deep fusion network based on imaging genomics for prediction recurrence of lung cancer

Clinical Evidence of Exercise Benefits for Stroke

Deep learning approach for predicting lymph node metastasis in non-small cell lung cancer by fusing image–gene data

Adap-BDCM: Adaptive Bilinear Dynamic Cascade Model for Classification Tasks on CNV Datasets

The increased risk of sarcopenia in patients with cardiovascular risk factors in Suburb-Dwelling older Chinese using the AWGS definition

Residual neural network with mixed loss based on batch training technique for identification of EGFR mutation status in lung cancer

Improved heterogeneous data fusion and multi‐scale feature selection method for lung cancer subtype classification

Multi‐level learning based on 3D CT image integrated medical clinic information for accurate diagnosis of pulmonary nodules

FDTrans: Frequency Domain Transformer Model for predicting subtypes of lung cancer using multimodal data

PLSR: Unstructured Pruning with Layer-Wise Sparsity Ratio

Exploration of the prognostic signature reflecting tumor microenvironment of lung adenocarcinoma based on immunologically relevant genes

The Relationship Between Sleep Duration, Falls, and Muscle Mass: A Cohort Study in an Elderly Chinese Population

Integrating image and gene-data with a semi-supervised attention model for prediction of KRAS gene mutation status in non-small cell lung cancer

A Screening Tool Using Five Risk Factors Was Developed for Fall-Risk Prediction in Chinese Community-Dwelling Elderly Individuals

Risk factors for developing diabetes after 3 years among community‐dwelling elderly with impaired fasting glucose

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