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Handling imbalanced medical image data: A deep-learning-based one-class classification approach

Artificial intelligence in medicine, 2020-08, Vol.108, p.101935-101935, Article 101935

2020

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COX-2 in liver fibrosis

Clinica chimica acta, 2020-07, Vol.506, p.196-203

2020

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A deep learning method for classifying mammographic breast density categories

Medical physics (Lancaster), 2018-01, Vol.45 (1), p.314-321

2018

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A machine and human reader study on AI diagnosis model safety under attacks of adversarial images

Nature communications, 2021-12, Vol.12 (1), p.7281-7281, Article 7281

2021

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Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics

Journal of digital imaging, 2020-12, Vol.33 (6), p.1376-1386

2020

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Machine learning prediction of axillary lymph node metastasis in breast cancer: 2D versus 3D radiomic features

Medical physics (Lancaster), 2020-12, Vol.47 (12), p.6334-6342

2020

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Deep Convolutional Radiomic Features on Diffusion Tensor Images for Classification of Glioma Grades

Journal of digital imaging, 2020-08, Vol.33 (4), p.826-837

2020

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Applications of Medical Artificial Intelligence: First International Workshop, AMAI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

1, 2022

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Deep learning of mammogram images to reduce unnecessary breast biopsies: a preliminary study

Breast cancer research : BCR, 2024-05, Vol.26 (1), p.82-82, Article 82

2024

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Automated deep learning method for whole‐breast segmentation in diffusion‐weighted breast MRI

Journal of magnetic resonance imaging, 2020-02, Vol.51 (2), p.635-643

2020

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Chaotic invariants of Lagrangian particle trajectories for anomaly detection in crowded scenes

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010, p.2054-2060

2010

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Regulatory roles of APS reductase in Citrobacter sp. XT1-2-2 as a response mechanism to cadmium immobilization in rice

Ecotoxicology and environmental safety, 2024-10, Vol.284, p.116892, Article 116892

2024

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Predicting cell invasion in breast tumor microenvironment from radiological imaging phenotypes

BMC cancer, 2021-04, Vol.21 (1), p.370-370, Article 370

2021

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Correction to: Association of “initial CT” findings with mortality in older patients with coronavirus disease 2019 (COVID-19)

European radiology, 2021, Vol.31 (1), p.567-568

2021

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Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study

Journal of digital imaging, 2020-10, Vol.33 (5), p.1257-1265

2020

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Flexible signature descriptions for adaptive motion trajectory representation, perception and recognition

Pattern recognition, 2009, Vol.42 (1), p.194-214

2009

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Four clinical phenotypes of cow’s milk protein allergy based on dairy product specific IgE antibody types in North China

Frontiers in immunology, 2022-10, Vol.13, p.949629-949629

2022

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Action recognition in videos acquired by a moving camera using motion decomposition of Lagrangian particle trajectories

2011 International Conference on Computer Vision, 2011, p.1419-1426

2011

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Structures and Anti-Allergic Activities of Natural Products from Marine Organisms

Marine drugs, 2023-02, Vol.21 (3), p.152

2023

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Radiomic features from computed tomography to differentiate invasive pulmonary adenocarcinomas from non-invasive pulmonary adenocarcinomas appearing as part-solid ground-glass nodules

Chinese journal of cancer research, 2019-04, Vol.31 (2), p.329-338

2019

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Comparative genomic analysis of Citrobacter sp. XT1-2-2 reveals insights into the molecular mechanism of microbial immobilization of heavy metals

BMC genomics, 2022-12, Vol.23 (1), p.838-838, Article 838

2022

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Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective

Journal of digital imaging, 2018-08, Vol.31 (4), p.387-392

2018

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Serological analysis of allergic components of house dust mite provides more insight in epidemiological characteristics and clinical symptom development in North China

Frontiers in immunology, 2023-04, Vol.14, p.1083755-1083755

2023

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Comparison of lateral entry and crossed entry pinning for pediatric supracondylar humeral fractures: a meta-analysis of randomized controlled trials

Journal of orthopaedic surgery and research, 2021-06, Vol.16 (1), p.1-366, Article 366

2021

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Machine Learning to Identify Metabolic Subtypes of Obesity: A Multi-Center Study

Frontiers in endocrinology (Lausanne), 2021-07, Vol.12, p.713592-713592

2021

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Handling imbalanced medical image data: A deep-learning-based one-class classification approach

COX-2 in liver fibrosis

A deep learning method for classifying mammographic breast density categories

A machine and human reader study on AI diagnosis model safety under attacks of adversarial images

Pre-operative Microvascular Invasion Prediction Using Multi-parametric Liver MRI Radiomics

Machine learning prediction of axillary lymph node metastasis in breast cancer: 2D versus 3D radiomic features

Deep Convolutional Radiomic Features on Diffusion Tensor Images for Classification of Glioma Grades

Applications of Medical Artificial Intelligence: First International Workshop, AMAI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

Deep learning of mammogram images to reduce unnecessary breast biopsies: a preliminary study

Automated deep learning method for whole‐breast segmentation in diffusion‐weighted breast MRI

Chaotic invariants of Lagrangian particle trajectories for anomaly detection in crowded scenes

Regulatory roles of APS reductase in Citrobacter sp. XT1-2-2 as a response mechanism to cadmium immobilization in rice

Predicting cell invasion in breast tumor microenvironment from radiological imaging phenotypes

Correction to: Association of “initial CT” findings with mortality in older patients with coronavirus disease 2019 (COVID-19)

Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study

Flexible signature descriptions for adaptive motion trajectory representation, perception and recognition

Four clinical phenotypes of cow’s milk protein allergy based on dairy product specific IgE antibody types in North China

Action recognition in videos acquired by a moving camera using motion decomposition of Lagrangian particle trajectories

Structures and Anti-Allergic Activities of Natural Products from Marine Organisms

Radiomic features from computed tomography to differentiate invasive pulmonary adenocarcinomas from non-invasive pulmonary adenocarcinomas appearing as part-solid ground-glass nodules

Comparative genomic analysis of Citrobacter sp. XT1-2-2 reveals insights into the molecular mechanism of microbial immobilization of heavy metals

Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective

Serological analysis of allergic components of house dust mite provides more insight in epidemiological characteristics and clinical symptom development in North China

Comparison of lateral entry and crossed entry pinning for pediatric supracondylar humeral fractures: a meta-analysis of randomized controlled trials

Machine Learning to Identify Metabolic Subtypes of Obesity: A Multi-Center Study

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