AI enhanced diagnostic accuracy and workload reduction in hepatocellular carcinoma screening
Abstract Hepatocellular carcinoma (HCC) ultrasound screening encounters challenges related to accuracy and the workload of radiologists. This retrospective, multicenter study assessed four artificial intelligence (AI) enhanced strategies using 21,934 liver ultrasound images from 11,960 patients to i...
| Published in: | npj Digital Medicine |
|---|---|
| Main Authors: | Rui-Fang Lu, Chao-Yin She, Dan-Ni He, Mei-Qing Cheng, Ying Wang, Hui Huang, Ya-Dan Lin, Jia-Yi Lv, Si Qin, Ze-Zhi Liu, Zhi-Rong Lu, Wei-Ping Ke, Chao-Qun Li, Han Xiao, Zuo-Feng Xu, Guang-Jian Liu, Hong Yang, Jie Ren, Hai-Bo Wang, Ming-De Lu, Qing-Hua Huang, Li-Da Chen, Wei Wang, Ming Kuang |
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-08-01
|
| Online Access: | https://doi.org/10.1038/s41746-025-01892-9 |
Similar Items
Targeting enabled homolog with daunorubicin inhibits ERK1/2/c‐Fos pathway and suppresses hepatocellular carcinoma progression
by: Zhi‐Mei Li, et al.
Published: (2025-06-01)
by: Zhi‐Mei Li, et al.
Published: (2025-06-01)
Physician Mental Workload Scale in China: Development and Psychometric Evaluation
by: Chao Li, et al.
Published: (2019-10-01)
by: Chao Li, et al.
Published: (2019-10-01)
DNAJ heat shock protein family member C1 can regulate proliferation and migration in hepatocellular carcinoma
by: Yu-Chun Fan, et al.
Published: (2023-07-01)
by: Yu-Chun Fan, et al.
Published: (2023-07-01)
Lenvatinib-induced pemphigus erythematosus in hepatocellular carcinoma: a unique case report
by: Xiaoqing Li, et al.
Published: (2025-03-01)
by: Xiaoqing Li, et al.
Published: (2025-03-01)
Autonomous robotic ultrasound scanning system: a key to enhancing image analysis reproducibility and observer consistency in ultrasound imaging
by: Xin-Xin Lin, et al.
Published: (2025-02-01)
by: Xin-Xin Lin, et al.
Published: (2025-02-01)
Exosomes as mediators of tumor immune escape and immunotherapy in hepatocellular carcinoma
by: Ming-Cheng Guan, et al.
Published: (2022-09-01)
by: Ming-Cheng Guan, et al.
Published: (2022-09-01)
Identical Parallel Machine Scheduling Considering Workload Smoothness Index
by: Zhaojie Wang, et al.
Published: (2023-07-01)
by: Zhaojie Wang, et al.
Published: (2023-07-01)
Diagnostic Accuracy of Dermoscopic Characteristics in Cutaneous Squamous Cell Carcinoma: A Retrospective Analysis
by: Jia-Li Zhang, et al.
Published: (2025-01-01)
by: Jia-Li Zhang, et al.
Published: (2025-01-01)
Disturbance Sensitivity of Proximity Construction in Subway Protection Zone
by: Zhi-Qun Gong, et al.
Published: (2025-05-01)
by: Zhi-Qun Gong, et al.
Published: (2025-05-01)
Transarterial chemoembolization with 125I seed insertion for unresectable hepatocellular carcinoma: a meta‑analysis
by: Rui Zhu, et al.
Published: (2025-03-01)
by: Rui Zhu, et al.
Published: (2025-03-01)
RGB Three-Channel SWE-Based Ultrasomics Model: Improving the Efficiency in Differentiating Focal Liver Lesions
by: Mei-Qing Cheng, et al.
Published: (2021-09-01)
by: Mei-Qing Cheng, et al.
Published: (2021-09-01)
Long-term outcomes of combined radiofrequency ablation and multipronged ethanol ablation for the treatment of unfavorable hepatocellular carcinoma
by: Ming Liu, et al.
Published: (2023-03-01)
by: Ming Liu, et al.
Published: (2023-03-01)
The AFCRPLITY score for predicting the prognosis of immunotherapy combined with local–regional therapy in unresectable hepatocellular carcinoma
by: Mengxuan Zuo, et al.
Published: (2024-11-01)
by: Mengxuan Zuo, et al.
Published: (2024-11-01)
Speeding up profiling program's runtime characteristics for workload consolidation.
by: Lin Wang, et al.
Published: (2017-01-01)
by: Lin Wang, et al.
Published: (2017-01-01)
Research on optimization selection of anti-submarine aircraft course in aero-magnetic exploration
by: SHAN Zhi-chao, ZHENG Xiao-qing, LI Da-wei, LU Ren-wei
Published: (2023-04-01)
by: SHAN Zhi-chao, ZHENG Xiao-qing, LI Da-wei, LU Ren-wei
Published: (2023-04-01)
Analysis of factors influencing the outpatient workload at Chinese health centres
by: Yin Ping, et al.
Published: (2010-06-01)
by: Yin Ping, et al.
Published: (2010-06-01)
An Improved Lumped Parameter Model for a Piezoelectric Energy Harvester in Transverse Vibration
by: Guang-qing Wang, et al.
Published: (2014-01-01)
by: Guang-qing Wang, et al.
Published: (2014-01-01)
Workload as a predictor of radiographer preliminary image evaluation accuracy
by: Cameron Brown, et al.
Published: (2024-12-01)
by: Cameron Brown, et al.
Published: (2024-12-01)
Suppression of natural killer cells by sorafenib contributes to prometastatic effects in hepatocellular carcinoma.
by: Qiang-Bo Zhang, et al.
Published: (2013-01-01)
by: Qiang-Bo Zhang, et al.
Published: (2013-01-01)
Research on Mental Workload of Deep-Sea Oceanauts Driving Operation Tasks from EEG Data
by: Xiaoguang Liu, et al.
Published: (2023-08-01)
by: Xiaoguang Liu, et al.
Published: (2023-08-01)
The deubiquitinating enzyme USP44 suppresses hepatocellular carcinoma progression by inhibiting Hedgehog signaling and PDL1 expression
by: Sisi Chen, et al.
Published: (2023-12-01)
by: Sisi Chen, et al.
Published: (2023-12-01)
Influencing factors associated with mental workload among nurses: A latent profile analysis
by: Man Jin, et al.
Published: (2024-07-01)
by: Man Jin, et al.
Published: (2024-07-01)
Effect of novel anti-tumor and anti-angiogenesis drug taurolactone on angiogenic factor AGGF1 and angiogenesis mimicry in patients with hepatocellular carcinoma
by: Shaoping Liu, et al.
Published: (2024-05-01)
by: Shaoping Liu, et al.
Published: (2024-05-01)
The association between Clonorchis sinensis seropositivity and hepatocellular carcinoma in an endemic area: a study in Guangxi, China
by: Qing-Li Yang, et al.
Published: (2025-02-01)
by: Qing-Li Yang, et al.
Published: (2025-02-01)
Suppression of MRPL23 induces cellular senescence in hepatocellular carcinoma by targeting HMGB1
by: Ya-Bin Huang, et al.
Published: (2025-06-01)
by: Ya-Bin Huang, et al.
Published: (2025-06-01)
Targeting hepatocellular carcinoma heterogeneity with FAP and GPC3-specific tandem CAR-T cells
by: Dan Li, et al.
Published: (2024-09-01)
by: Dan Li, et al.
Published: (2024-09-01)
A meta-analysis of the diagnostic test accuracy of artificial intelligence predicting emergency department dispositions
by: Kuang-Ming Kuo, et al.
Published: (2025-05-01)
by: Kuang-Ming Kuo, et al.
Published: (2025-05-01)
Zinc finger protein ZBTB20 expression is increased in hepatocellular carcinoma and associated with poor prognosis
by: Zhang Wei-ping, et al.
Published: (2011-06-01)
by: Zhang Wei-ping, et al.
Published: (2011-06-01)
Preoperative prognostic value of alfa-fetoprotein density in patients with hepatocellular carcinoma undergoing radiofrequency ablation
by: Bo-Wen Zhuang, et al.
Published: (2022-12-01)
by: Bo-Wen Zhuang, et al.
Published: (2022-12-01)
Diagnostic accuracy of midkine for hepatocellular carcinoma: A meta‐analysis
by: Yu Zhang, et al.
Published: (2020-02-01)
by: Yu Zhang, et al.
Published: (2020-02-01)
Longitudinal Body Composition Identifies Hepatocellular Carcinoma With Cachexia Following Combined Immunotherapy and Target Therapy (CHANCE2213)
by: Zhi‐Cheng Jin, et al.
Published: (2024-12-01)
by: Zhi‐Cheng Jin, et al.
Published: (2024-12-01)
Research progress of oncoprotein DEPDC1B
by: Ze-Ming LI, et al.
Published: (2023-10-01)
by: Ze-Ming LI, et al.
Published: (2023-10-01)
Aldehyde dehydrogenase 1 (ALDH1) isoform expression and potential clinical implications in hepatocellular carcinoma.
by: Cheng-Kun Yang, et al.
Published: (2017-01-01)
by: Cheng-Kun Yang, et al.
Published: (2017-01-01)
Advances in the early diagnosis of hepatocellular carcinoma
by: Weiyi Wang, et al.
Published: (2020-09-01)
by: Weiyi Wang, et al.
Published: (2020-09-01)
Predictive values of urinary metalloproteinases-2 and insulin-like growth factor-binding protein 7 for contrast medium-induced acute kidney injury
by: Zou Xiao-biao, et al.
Published: (2022-03-01)
by: Zou Xiao-biao, et al.
Published: (2022-03-01)
Efficacy of lenvatinib combined with sequential transarterial chemoembolization for primary hepatocellular carcinoma and the effects on serum basic fibroblast growth factor and vascular endothelial growth factor
by: Qing-Yun Xie, et al.
Published: (2022-10-01)
by: Qing-Yun Xie, et al.
Published: (2022-10-01)
Exploiting deep learning accelerators for neuromorphic workloads
by: Pao-Sheng Vincent Sun, et al.
Published: (2024-01-01)
by: Pao-Sheng Vincent Sun, et al.
Published: (2024-01-01)
Tribbles Pseudokinase 3 Converts Sorafenib Therapy to Neutrophil‐Mediated Lung Metastasis in Hepatocellular Carcinoma
by: Xu‐Yan Wang, et al.
Published: (2025-04-01)
by: Xu‐Yan Wang, et al.
Published: (2025-04-01)
Analysis of risk factors of hepatocellular carcinoma and establishment of a clinical prognosis model
by: Xin-Yu Ge, et al.
Published: (2023-03-01)
by: Xin-Yu Ge, et al.
Published: (2023-03-01)
The effect of student-perceived teacher support on math anxiety: chain mediation of teacher–student relationship and math self-efficacy
by: Chao Wang, et al.
Published: (2024-04-01)
by: Chao Wang, et al.
Published: (2024-04-01)
Similar Items
-
Targeting enabled homolog with daunorubicin inhibits ERK1/2/c‐Fos pathway and suppresses hepatocellular carcinoma progression
by: Zhi‐Mei Li, et al.
Published: (2025-06-01) -
Physician Mental Workload Scale in China: Development and Psychometric Evaluation
by: Chao Li, et al.
Published: (2019-10-01) -
DNAJ heat shock protein family member C1 can regulate proliferation and migration in hepatocellular carcinoma
by: Yu-Chun Fan, et al.
Published: (2023-07-01) -
Lenvatinib-induced pemphigus erythematosus in hepatocellular carcinoma: a unique case report
by: Xiaoqing Li, et al.
Published: (2025-03-01) -
Autonomous robotic ultrasound scanning system: a key to enhancing image analysis reproducibility and observer consistency in ultrasound imaging
by: Xin-Xin Lin, et al.
Published: (2025-02-01)
