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Prediction of HER2-positive breast cancer recurrence and metastasis risk from histopathological images and clinical information via multimodal deep learning

Computational and structural biotechnology journal, 2022-01, Vol.20, p.333-342

2022

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DeepLRHE: A Deep Convolutional Neural Network Framework to Evaluate the Risk of Lung Cancer Recurrence and Metastasis From Histopathology Images

Frontiers in genetics, 2020-08, Vol.11, p.768-768

2020

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Cervical Cancer Metastasis and Recurrence Risk Prediction Based on Deep Convolutional Neural Network

Current bioinformatics, 2022-02, Vol.17 (2), p.164-173

2022

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Evaluating Cancer-Related Biomarkers Based on Pathological Images: A Systematic Review

Frontiers in oncology, 2021-11, Vol.11, p.763527-763527

2021

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Genomic and resistome analysis of Alcaligenes faecalis strain PGB1 by Nanopore MinION and Illumina Technologies

BMC genomics, 2022-04, Vol.23 (Suppl 1), p.316-15, Article 316

2022

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A New Method for CTC Images Recognition Based on Machine Learning

Frontiers in bioengineering and biotechnology, 2020-08, Vol.8, p.897-897

2020

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Identification and Validation of Efficacy of Immunological Therapy for Lung Cancer From Histopathological Images Based on Deep Learning

Frontiers in genetics, 2021-02, Vol.12, p.642981-642981

2021

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A Neural Network Framework for Predicting the Tissue-of-Origin of 15 Common Cancer Types Based on RNA-Seq Data

Frontiers in bioengineering and biotechnology, 2020-08, Vol.8, p.737

2020

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Genomic Profiling of Driver Gene Mutations in Chinese Patients With Non-Small Cell Lung Cancer

Frontiers in genetics, 2019-10, Vol.10, p.1008-1008

2019

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Evaluating the Risk of Breast Cancer Recurrence and Metastasis After Adjuvant Tamoxifen Therapy by Integrating Polymorphisms in Cytochrome P450 Genes and Clinicopathological Characteristics

Frontiers in oncology, 2021-11, Vol.11, p.738222-738222

2021

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Whole-exome Sequencing of Tumor-only Samples Reveals the Association between Somatic Alterations and Clinical Features in Pancreatic Cancer

Current bioinformatics, 2020-01, Vol.15 (10), p.1160-1167

2020

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Computational drug repositioning using similarity constrained weight regularization matrix factorization: A case of COVID‐19

Journal of cellular and molecular medicine, 2022-07, Vol.26 (13), p.3772-3782

2022

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ICSDA: a multi-modal deep learning model to predict breast cancer recurrence and metastasis risk by integrating pathological, clinical and gene expression data

Briefings in bioinformatics, 2022-11, Vol.23 (6)

2022

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T Cell Receptor Repertoire Sequencing

Methods in molecular biology (Clifton, N.J.), 2020, Vol.2204, p.3

2020

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Analysis and Control of Modular Multilevel Converters Under Unbalanced Conditions

IEEE transactions on power delivery, 2013-10, Vol.28 (4), p.1986-1995

2013

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Prevention and control of COVID-19 in public transportation: Experience from China

Environmental pollution (1987), 2020-11, Vol.266 (Pt 2), p.115291-115291, Article 115291

2020

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Octahedral gold-silver nanoframes with rich crystalline defects for efficient methanol oxidation manifesting a CO-promoting effect

Nature communications, 2019-08, Vol.10 (1), p.3782-11, Article 3782

2019

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Energy-balancing Control Strategy for Modular Multilevel Converters Under Submodule Fault Conditions

IEEE transactions on power electronics, 2014-09, Vol.29 (9), p.5021-5030

2014

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A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval

IEEE transactions on geoscience and remote sensing, 2016-10, Vol.54 (10), p.6020-6034

2016

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Numerical Analysis of Transient Pressure Damping in Viscoelastic Pipes at Different Water Temperatures

Materials, 2022-07, Vol.15 (14), p.4904

2022

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Effect of exposures to mixtures of lead and various metals on hypertension, pre-hypertension, and blood pressure: A cross-sectional study from the China National Human Biomonitoring

Environmental pollution (1987), 2022-04, Vol.299, p.118864-118864, Article 118864

2022

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Air pollution exposure associates with increased risk of neonatal jaundice

Nature communications, 2019-08, Vol.10 (1), p.3741-9, Article 3741

2019

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A Prototype of Modular Multilevel Converters

IEEE transactions on power electronics, 2014-07, Vol.29 (7), p.3267-3278

2014

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Analysis of frequency characteristics of power system with wind farm-energy storage coordinated inertial control

Journal of physics. Conference series, 2024-05, Vol.2771 (1), p.012020

2024

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Learning a Discriminative Distance Metric With Label Consistency for Scene Classification

IEEE transactions on geoscience and remote sensing, 2017-08, Vol.55 (8), p.4427-4440

2017

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Prediction of HER2-positive breast cancer recurrence and metastasis risk from histopathological images and clinical information via multimodal deep learning

DeepLRHE: A Deep Convolutional Neural Network Framework to Evaluate the Risk of Lung Cancer Recurrence and Metastasis From Histopathology Images

Cervical Cancer Metastasis and Recurrence Risk Prediction Based on Deep Convolutional Neural Network

Evaluating Cancer-Related Biomarkers Based on Pathological Images: A Systematic Review

Genomic and resistome analysis of Alcaligenes faecalis strain PGB1 by Nanopore MinION and Illumina Technologies

A New Method for CTC Images Recognition Based on Machine Learning

Identification and Validation of Efficacy of Immunological Therapy for Lung Cancer From Histopathological Images Based on Deep Learning

A Neural Network Framework for Predicting the Tissue-of-Origin of 15 Common Cancer Types Based on RNA-Seq Data

Genomic Profiling of Driver Gene Mutations in Chinese Patients With Non-Small Cell Lung Cancer

Evaluating the Risk of Breast Cancer Recurrence and Metastasis After Adjuvant Tamoxifen Therapy by Integrating Polymorphisms in Cytochrome P450 Genes and Clinicopathological Characteristics

Whole-exome Sequencing of Tumor-only Samples Reveals the Association between Somatic Alterations and Clinical Features in Pancreatic Cancer

Computational drug repositioning using similarity constrained weight regularization matrix factorization: A case of COVID‐19

ICSDA: a multi-modal deep learning model to predict breast cancer recurrence and metastasis risk by integrating pathological, clinical and gene expression data

T Cell Receptor Repertoire Sequencing

Analysis and Control of Modular Multilevel Converters Under Unbalanced Conditions

Prevention and control of COVID-19 in public transportation: Experience from China

Octahedral gold-silver nanoframes with rich crystalline defects for efficient methanol oxidation manifesting a CO-promoting effect

Energy-balancing Control Strategy for Modular Multilevel Converters Under Submodule Fault Conditions

A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval

Numerical Analysis of Transient Pressure Damping in Viscoelastic Pipes at Different Water Temperatures

Effect of exposures to mixtures of lead and various metals on hypertension, pre-hypertension, and blood pressure: A cross-sectional study from the China National Human Biomonitoring

Air pollution exposure associates with increased risk of neonatal jaundice

A Prototype of Modular Multilevel Converters

Analysis of frequency characteristics of power system with wind farm-energy storage coordinated inertial control

Learning a Discriminative Distance Metric With Label Consistency for Scene Classification

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