Quanlin Wu

A foundation generative model for breast ultrasound image analysis

Haojun Yu, Youcheng Li, Nan Zhang, Zihan Niu et autres

cn, Éthiopie, us (code pays fourni par la source)

Whole-lesion-aware network based on freehand ultrasound video for breast cancer assessment: a prospective multicenter study

Jie Han, Yuanjing Gao, Ling Huo, Dong Wang et autres

BACKGROUND: The clinical application of artificial intelligence (AI) models based on breast ultrasound static images has been hindered in real-world workflows due to operator-dependence of standardized image acquisition and incomplete view of breast lesions on static images. To better exploit the real-time …

cn, us, Éthiopie (code pays fourni par la source)

A Foundational Generative Model for Breast Ultrasound Image Analysis

Liwei Wang, Haojun Yu, You‐Cheng Li, Nan Zhang et autres

cn, Éthiopie, us, tw (code pays fourni par la source)

A Foundational Generative Model for Breast Ultrasound Image Analysis

Haojun Yu, You‐Cheng Li, Nan Zhang, Zihan Niu et autres

Foundational models have emerged as powerful tools for addressing various tasks in clinical settings. However, their potential development to breast ultrasound analysis remains untapped. In this paper, we present BUSGen, the first foundational generative model specifically designed for breast ultrasound image analysis. …

UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection

Jigang Fan, Quanlin Wu, Shengjie Luo, Liwei Wang

The detection of ligand binding sites for proteins is a fundamental step in Structure-Based Drug Design. Despite notable advances in recent years, existing methods, datasets, and evaluation metrics are confronted with several key challenges: (1) current datasets and methods are centered on …

us, cn (code pays fourni par la source)

Knowledge-driven AI-generated data for accurate and interpretable breast ultrasound diagnoses

Haojun Yu, You‐Cheng Li, Nan Zhang, Zihan Niu et autres

Data-driven deep learning models have shown great capabilities to assist radiologists in breast ultrasound (US) diagnoses. However, their effectiveness is limited by the long-tail distribution of training data, which leads to inaccuracies in rare cases. In this study, we address a long-standing …

Denoising Masked AutoEncoders Help Robust Classification

Quanlin Wu, Hang Ye, Yuntian Gu, Huishuai Zhang et autres

In this paper, we propose a new self-supervised method, which is called Denoising Masked AutoEncoders (DMAE), for learning certified robust classifiers of images. In DMAE, we corrupt each image by adding Gaussian noises to each pixel value and randomly masking several patches. …

Guided Diffusion Model for Adversarial Purification from Random Noise

Quanlin Wu, Hang Ye, Yuntian Gu

In this paper, we propose a novel guided diffusion purification approach to provide a strong defense against adversarial attacks. Our model achieves 89.62% robust accuracy under PGD-L_inf attack (eps = 8/255) on the CIFAR-10 dataset. We first explore the essential correlations between …

Mitochondrial fission factor promotes cisplatin resistance<?A3B2 ACK?>in hepatocellular carcinoma

Xiaoliang Li, Quanlin Wu, Fu-Jun Ma, Xinxin Zhang et autres

Hepatocellular carcinoma (HCC) is the most common primary liver tumor and one of the leading causes of cancer-related death worldwide. Chemotherapeutic agents/regimens such as cisplatin (DDP) are frequently used for advanced HCC treatment. However, drug resistance remains a major hindrance and the …

us, cn (code pays fourni par la source)

既存ごみ炉場グリーン改造総合利用技術【JST・京大機械翻訳】

Quanlin Wu

Role of human leukocyte antigen-DR expression on predicting the prognosis of hepatocellular carcinoma

Quanlin Wu

Objective To explore the expression of human leukocyte antigen-DR (HLA-DR) in hepatocellular carcinoma and its clinical values in predicting prognosis. Methods The primary hepatocellular carcinoma tissues of 97 patients in our hospital from August 2012 to February 2014 were enrolled as subjects …

cn (code pays fourni par la source)

腹腔鏡併用胆道鏡総胆管切開による一次縫合術による肝外胆管結石治療の臨床効果【JST・京大機械翻訳】

He Yaopeng, Jiao Wenping, Deng Rui, Li Xiaolong et autres