LL

Le Lu

0000-0002-6799-9416

cs.CVeess.IVcs.LGTomography, X-Ray Computedcs.AIDeep LearningNeural Networks, ComputerAlgorithmsImage Processing, Computer-Assisteddeep learning

On Valency

published · living versions

Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database

with Xiaosong Wang, Hoo-chang Shin, Lauren Kim, Isabella Nogues +2

1 version

W_4f2yhtwwv1 · current

Anatomy-specific classification of medical images using deep convolutional nets

W_r7td4em6v1

Preprints & journals

197 papers in the corpus · 2009–2026

Multimodal radiopathomics model predicts postoperative metachronous liver metastasis in gastric cancer.

Ding, Ping'an, Yang, Jiaxuan, Guo, Honghai et al.

2 citations

428340482026Nature communications. 2026;17(1)

From Slice to Sequence: Autoregressive Tracking Transformer for Consistent 3-D Lymph Node Detection in CT Scans.

Yu, Qinji, Wang, Yirui, Yan, Ke et al.

0 citations

422629382026IEEE transactions on medical imaging. 2026;45(9):4649-4661

Anatomy-Aware Fine-Grained Multimodal Fusion for Laryngopharyngeal Cancer T-Staging Prediction Using CT and Radiology Report.

Zhao, Xingyue, Su, Yanzhou, Zhang, Fang et al.

0 citations

425460112026IEEE transactions on medical imaging. 2026;45(11):5276-5288

A unified vision-language model for precision oncology and biomarker prediction in neuroblastoma.

Zhu, Jin, Hu, Ruizhen, Yang, Sen et al.

0 citations

424260022026Nature communications. 2026;17(1)

Clinical Knowledge-Guided PET/CT Lesion Segmentation With Interpretable Fusion of Metabolic and Structural Cues.

Zhang, Song, Zhang, Jiajin, Qiu, Liheng et al.

0 citations

420249512026IEEE transactions on medical imaging. 2026;45(7):3824-3834

Preoperative Prediction of Esophageal Cancer Survival in CT via Tumor and Lymph Node Context and Geometry Modeling.

Gong, Xuan, Li, Jiaqi, Wang, Yirui et al.

2 citations

417746462026IEEE transactions on medical imaging. 2026;45(6):3111-3123

Motor intervention therapy for children with developmental coordination disorder: from behavioral improvement to neuroplasticity mechanisms.

Ji, Zhiguang, Wang, Liyan, Lu, Le et al.

0 citations

422115472026Frontiers in human neuroscience. 2026;20:1757488

Disentangled Learning Improves Implicit Neural Representations for Medical Reconstruction

Qing Wu, Xuanyu Tian, Chenhe Du et al.

0 citations

2605.04234v12026arXiv

The role of OX40 in cancer immunotherapy: A comprehensive review from mechanisms to clinical applications.

Wei, YingYing, Lu, Le, Zhao, Rou et al.

1 citation

417969122026Critical reviews in oncology/hematology. 2026;221:105256

Multi-modal AI for opportunistic screening, staging and progression risk stratification of steatotic liver disease.

Gao, Yuan, Li, Chunli, Chang, Wanxing et al.

16 citations

416729732026Nature communications. 2026;17(1):1562

Clinical Validation of a Deep Learning-Based 2D Ultrasound Steatosis Algorithm: Cutoff Transferability, Scanner Generalizability, and Comparison with FibroScan.

Tai, Jennifer, Hsu, Tse-Hwa, Chen, Cheng-Jen et al.

0 citations

415942432026Diagnostics (Basel, Switzerland). 2026;16(2)

Pretreatment CT Identification of Extranodal Extension in Laryngeal and Hypopharyngeal Cancers Using Deep Learning.

Shen, Na, Wang, Yirui, Yan, Cheng et al.

2 citations

415282252026Radiology. 2026;318(1):e250332

Neural Wave Propagation for Surgical Video Action Recognition: A New Dataset and Baseline.

Chen, Tianxiang, Wang, Weibin, Tan, Zhentao et al.

0 citations

422021882026IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:6744-6759

Non-contrast CT esophageal varices grading through clinical prior-enhanced multi-organ analysis.

Zhang, Xiaoming, Li, Chunli, Hao, Jiacheng et al.

1 citation

414686352026Medical image analysis. 2026;109:103924

Bile metabolite palmitic acid augments the migration of gallbladder cancer cells through the ROS/NF-кB signaling pathway.

Da, Xuanbo, Guo, Quanyu, Lu, Yuxuan et al.

1 citation

413394442026Scientific reports. 2025;16(1):1262

Global burden of lip and oral cavity cancer attributable to high alcohol consumption from 1990 to 2021.

Pang, Shimeng, Duan, Wei, Chen, Wei et al.

3 citations

410892752025Frontiers in nutrition. 2025;12:1648788

AI-based diagnosis of acute aortic syndrome from noncontrast CT.

Hu, Yujian, Xiang, Yilang, Zhou, Yan-Jie et al.

28 citations

408359702025Nature medicine. 2025;31(11):3832-3844

Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training

Weiwei Cao, Jianpeng Zhang, Zhongyi Shui et al.

0 citations

2508.03742v12025arXiv

Zig-RiR: Zigzag RWKV-in-RWKV for Efficient Medical Image Segmentation.

Chen, Tianxiang, Zhou, Xudong, Tan, Zhentao et al.

29 citations

402448382025IEEE transactions on medical imaging. 2025;44(8):3245-3257

Surgical management of maxillary incisor with palatal radicular groove and endodontic-periodontal lesion.

Lu, Le, Shen, Ya, Liu, He

0 citations

410405632025Journal of dental sciences. 2025;20(4):2527-2529

Radiographic Bone Texture Analysis using Deep Learning Models for Early Rheumatoid Arthritis Diagnosis.

Huang, Yun-Ju, Lin, Chiung-Hung, Miao, Shun et al.

5 citations

406243892026Journal of imaging informatics in medicine. 2026;39(2):1289-1298

PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-Contrast CT Scans

Jiacheng Hao, Xiaoming Zhang, Wei Liu et al.

6 citations

2507.03872v12025arXiv

DistAL: A Domain-Shift Active Learning Framework With Transferable Feature Learning for Lesion Detection.

Bai, Fan, Wei, Ran, Bai, Xiaoyu et al.

2 citations

402279022025IEEE transactions on medical imaging. 2025;44(7):3038-3050

Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration

Jiaxing Huang, Heng Guo, Le Lu et al.

1 citation

2506.20282v12025arXiv

A Colorectal Coordinate-Driven Method for Colorectum and Colorectal Cancer Segmentation in Conventional CT Scans.

Yao, Lisha, Xia, Yingda, Chen, Zhihong et al.

15 citations

386876702025IEEE transactions on neural networks and learning systems. 2025;36(4):7395-7406

Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos

Jiaheng Zhou, Yanfeng Zhou, Wei Fang et al.

0 citations

2503.20258v12025arXiv

Combining oxygen delivery and generation for targeted atherosclerosis therapy.

Wang, Yujie, Zhou, Qianru, Lu, Le et al.

18 citations

399839242025Journal of controlled release : official journal of the Controlled Release Society. 2025;380:1017-1030

RemixFormer++: A Multi-Modal Transformer Model for Precision Skin Tumor Differential Diagnosis With Memory-Efficient Attention.

Xu, Jing, Huang, Kai, Zhong, Lianzhen et al.

19 citations

391209892025IEEE transactions on medical imaging. 2025;44(1):320-337

Med-Query: Steerable Parsing of 9-DoF Medical Anatomies With Query Embedding.

Guo, Heng, Zhang, Jianfeng, Yan, Ke et al.

3 citations

392837752025IEEE journal of biomedical and health informatics. 2025;29(1):383-395

S4R: Separated Self-Supervised Spectral Regression for Hyperspectral Histopathology Image Diagnosis.

Wang, Yan, Xie, Xingran, Gao, Lili et al.

5 citations

404717392025IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:3748-3763

From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer

Zijiang Yang, Zhongwei Qiu, Tiancheng Lin et al.

0 citations

2412.16715v12024arXiv

Accurate Airway Tree Segmentation in CT Scans via Anatomy-Aware Multi-Class Segmentation and Topology-Guided Iterative Learning.

Wang, Puyang, Guo, Dazhou, Zheng, Dandan et al.

19 citations

389234792025IEEE transactions on medical imaging. 2024;43(12):4294-4306

Leveraging Semantic Asymmetry for Precise Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT

Zi Li, Ying Chen, Zeli Chen et al.

0 citations

2411.18290v32024arXiv

End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images

Zhongwei Qiu, Hanqing Chao, Wenbin Liu et al.

0 citations

2409.03804v12024arXiv

TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers.

Chen, Jieneng, Mei, Jieru, Li, Xianhang et al.

1,383 citations

390968452024Medical image analysis. 2024;97:103280

LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning

Wei Huang, Wei Liu, Xiaoming Zhang et al.

10 citations

2407.13217v12024arXiv

Exosomal circHIF1A derived from hypoxic-induced carcinoma-associated fibroblasts promotes hepatocellular carcinoma cell malignant phenotypes and immune escape.

Shang, Hao, Lu, Le, Fan, Meng et al.

32 citations

389360582024International immunopharmacology. 2024;138:112282

Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports

Guangyu Guo, Jiawen Yao, Yingda Xia et al.

1 citation

2405.14230v12024arXiv

CT-GLIP: 3D Grounded Language-Image Pretraining with CT Scans and Radiology Reports for Full-Body Scenarios

Jingyang Lin, Yingda Xia, Jianpeng Zhang et al.

3 citations

2404.15272v42024arXiv

CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data

Wei Fang, Yuxing Tang, Heng Guo et al.

22 citations

2404.04878v12024arXiv

Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models

Weiwei Cao, Jianpeng Zhang, Yingda Xia et al.

18 citations

2404.04936v12024arXiv

Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer

Yirui Wang, Qinji Yu, Ke Yan et al.

10 citations

2404.03819v22024arXiv

Establishment and verification of a prognostic model based on coagulation and fibrinolysis-related genes in hepatocellular carcinoma.

Fan, Meng, Lu, Le, Shang, Hao et al.

8 citations

385680892024Aging. 2024;16(9):7578-7595

Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans

Heng Guo, Jianfeng Zhang, Jiaxing Huang et al.

8 citations

2403.15063v22024arXiv

Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration

Tony C. W. Mok, Zi Li, Yunhao Bai et al.

37 citations

2402.18933v22024arXiv

Bootstrapping Audio-Visual Segmentation by Strengthening Audio Cues

Tianxiang Chen, Zhentao Tan, Tao Gong et al.

1 citation

2402.02327v22024arXiv

$M^{2}$ Fusion: Bayesian-based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction

Quan Liu, Jiawen Yao, Lisha Yao et al.

8 citations

2401.07854v12024arXiv

LViT: Language Meets Vision Transformer in Medical Image Segmentation.

Li, Zihan, Li, Yunxiang, Li, Qingde et al.

382 citations

373991572024IEEE transactions on medical imaging. 2024;43(1):96-107

Exploring the Application of Large-Scale Pre-Trained Models on Adverse Weather Removal.

Tan, Zhentao, Wu, Yue, Liu, Qiankun et al.

27 citations

384166212024IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2024;33:1683-1698

SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation

Lin Tian, Zi Li, Fengze Liu et al.

2 citations

2311.14986v22023arXiv

Career total: 383 works. 197 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

383

works

24.3K

citations

56

h-index

Corpus papers per year

Author records are still filling in while the Hub is in beta. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.