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Outstanding negative prediction performance of solid pulmonary nodule volume AI for ultra-LDCT baseline lung cancer screening risk stratification

Lung cancer (Amsterdam, Netherlands), 2022-03, Vol.165, p.133-140

2022

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Preparing CT imaging datasets for deep learning in lung nodule analysis: Insights from four well-known datasets

Heliyon, 2023-06, Vol.9 (6), p.e17104-e17104, Article e17104

2023

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Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

IEEE transactions on medical imaging, 2020-03, Vol.39 (3), p.797-805

2020

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Prediction of histologic types in solid lung lesions using preoperative contrast-enhanced CT

European radiology, 2023-07, Vol.33 (7), p.4734-4745

2023

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Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, p.7454-7463

2023

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HLS-FGVC: Hierarchical Label Semantics Enhanced Fine-Grained Visual Classification

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, p.7370-7374

2024

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Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, p.242-252

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Using deep learning to safely exclude lesions with only ultrafast breast MRI to shorten acquisition and reading time

European radiology, 2022-12, Vol.32 (12), p.8706-8715

2022

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Localization of contrast-enhanced breast lesions in ultrafast screening MRI using deep convolutional neural networks

European radiology, 2024-03, Vol.34 (3), p.2084-2092

2024

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Deep convolutional neural networks for multiplanar lung nodule detection: Improvement in small nodule identification

Medical physics (Lancaster), 2021-02, Vol.48 (2), p.733-744

2021

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Survival prediction for stage I-IIIA non-small cell lung cancer using deep learning

Radiotherapy and oncology, 2023-03, Vol.180, p.109483, Article 109483

2023

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Prognostic value of desmoplastic stromal reaction, tumor budding and tumor-stroma ratio in stage II colorectal cancer

Journal of gastrointestinal oncology, 2022-12, Vol.13 (6), p.2903-2921

2022

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Deep Learning for Automatic Calcium Scoring in Population-Based Cardiovascular Screening

JACC. Cardiovascular imaging, 2022-02, Vol.15 (2), p.366-367

2022

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Masked conditional variational autoencoders for chromosome straightening

IEEE transactions on medical imaging, 2024-01, Vol.43 (1), p.1-1

2024

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Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage

Computer methods and programs in biomedicine, 2020-11, Vol.196, p.105620, Article 105620

2020

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Performance of a deep learning-based lung nodule detection system as an alternative reader in a Chinese lung cancer screening program

European journal of radiology, 2022-01, Vol.146, p.110068-110068, Article 110068

2022

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Benchmarking PathCLIP for Pathology Image Analysis

Journal of Imaging Informatics in Medicine, 2024-07

2024

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ChrSNet: Chromosome Straightening Using Self-attention Guided Networks

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, p.119-128

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End-to-End Cell Recognition by Point Annotation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, p.109-118

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A Subsolid Nodules Imaging Reporting System (SSN-IRS) for Classifying 3 Subtypes of Pulmonary Adenocarcinoma

Clinical lung cancer, 2020-07, Vol.21 (4), p.314-325.e4

2020

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Comparison of Veterans Affairs, Mayo, Brock classification models and radiologist diagnosis for classifying the malignancy of pulmonary nodules in Chinese clinical population

Translational lung cancer research, 2019-10, Vol.8 (5), p.605-613

2019

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Artificial Intelligence in Cardiothoracic Imaging

1, 2022

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Exploring Unsupervised Cell Recognition with Prior Self-activation Maps

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, p.559-568

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Context-Aware Text-Assisted Multimodal Framework for Cervical Cytology Cell Diagnosis and Chatting

2024 IEEE International Conference on Multimedia and Expo (ICME), 2024, p.1-6

2024

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PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2024, Vol.38 (5), p.5034-5042

2024

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Outstanding negative prediction performance of solid pulmonary nodule volume AI for ultra-LDCT baseline lung cancer screening risk stratification

Preparing CT imaging datasets for deep learning in lung nodule analysis: Insights from four well-known datasets

Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

Prediction of histologic types in solid lung lesions using preoperative contrast-enhanced CT

Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification

HLS-FGVC: Hierarchical Label Semantics Enhanced Fine-Grained Visual Classification

Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology

Using deep learning to safely exclude lesions with only ultrafast breast MRI to shorten acquisition and reading time

Localization of contrast-enhanced breast lesions in ultrafast screening MRI using deep convolutional neural networks

Deep convolutional neural networks for multiplanar lung nodule detection: Improvement in small nodule identification

Survival prediction for stage I-IIIA non-small cell lung cancer using deep learning

Prognostic value of desmoplastic stromal reaction, tumor budding and tumor-stroma ratio in stage II colorectal cancer

Deep Learning for Automatic Calcium Scoring in Population-Based Cardiovascular Screening

Masked conditional variational autoencoders for chromosome straightening

Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage

Performance of a deep learning-based lung nodule detection system as an alternative reader in a Chinese lung cancer screening program

Benchmarking PathCLIP for Pathology Image Analysis

ChrSNet: Chromosome Straightening Using Self-attention Guided Networks

End-to-End Cell Recognition by Point Annotation

A Subsolid Nodules Imaging Reporting System (SSN-IRS) for Classifying 3 Subtypes of Pulmonary Adenocarcinoma

Comparison of Veterans Affairs, Mayo, Brock classification models and radiologist diagnosis for classifying the malignancy of pulmonary nodules in Chinese clinical population

Artificial Intelligence in Cardiothoracic Imaging

Exploring Unsupervised Cell Recognition with Prior Self-activation Maps

Context-Aware Text-Assisted Multimodal Framework for Cervical Cytology Cell Diagnosis and Chatting

PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology

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