Lei Ren

University of Maryland, Baltimore — United States

Physics and Astronomy · Physical Sciences

29h-index3.0kcitations256works4.02yr avg
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Research Topics

Advanced Radiotherapy Techniques(146), Medical Imaging Techniques and Applications(145), Advanced X-ray and CT Imaging(54), Radiomics and Machine Learning in Medical Imaging(53), Radiation Dose and Imaging(41)

Publications256 total

Joint modeling of rhythm and emotion in music via frequency-domain attention and multi-task learning
Multimedia Systems·2025
Diagnose, Correct, and Learn from Manipulation Failures via Visual Symbols
arXiv (Cornell University)·2025Open Access
Seeing the invisible: In vivo dosimetry in radiotherapy with radiacoustic imaging
Medical Physics·2025Open Access
RLA-YOLO: A lightweight and accurate method for real-time steel plate defect detection
Digital Signal Processing·2025
Prediction of metastasis-free survival in patients with localized prostate adenocarcinoma using primary tumor and lymph node radiomics from pre-treatment PSMA-PET/CT scans
Radiotherapy and Oncology·2025· 3 citedOpen Access
A Hybrid SSA-CNN-SVM Model for Seismic-Induced Sand Liquefaction Discrimination
2025Open Access
The Genomic Landscape of Human Papillomavirus Positive Early-Stage Oropharyngeal Carcinoma
International Journal of Radiation Oncology*Biology*Physics·2025
Particle Therapy vs VMAT in Breast Cancer with Breast Conservative Surgery: A Dosimetric Showdown Revealing Carbon Ions’ Organ-Sparing Edge
International Journal of Radiation Oncology*Biology*Physics·2025Open Access
Stereotactic Body Radiation Therapy with PD-1 Inhibitor for Locally Advanced or Locoregionally Recurrent Pancreatic Cancer (preSPARK-1 Study)
International Journal of Radiation Oncology*Biology*Physics·2025
AI-Driven Graph-Based Radiomics: Enhancing Imaging Biomarkers Reproducibility in Multi-Institutional Head and Neck Cancer Management
International Journal of Radiation Oncology*Biology*Physics·2025
ADM ameliorates disc degeneration by inhibiting the MAPK signaling pathway and nucleus pulposus cell senescence
Biochemical and Biophysical Research Communications·2025
Graph feature selection for enhancing radiomic stability and reproducibility across multiple institutions in head and neck cancer
Scientific Reports·2025· 1 citedOpen Access
FE-Unet: A lightweight brain tumor segmentation network combining frequency domain processing and edge preservation
Biomedical Signal Processing and Control·2025Open Access
Deep residual network‐based projection interpolation and post‐processing techniques for thoracic patient CBCT reconstruction
Medical Physics·2025· 1 cited
Research and applications of artificial intelligence in modern radiotherapy procedures
Chinese Science Bulletin (Chinese Version)·2025Open Access
Soybean Lodging Classification and Yield Prediction Using Multimodal UAV Data Fusion and Deep Learning
Remote Sensing·2025· 2 citedOpen Access
Interpretable AI‐assisted clinical decision making for treatment selection for brain metastases in radiation therapy
Medical Physics·2025· 1 cited
Estimation of hypoperfused tissue volume in large vessel occlusions: pseudo-continuous arterial spin labeling versus dynamic susceptibility contrast perfusion-weighted imaging
Quantitative Imaging in Medicine and Surgery·2025· 1 citedOpen Access
Non-destructive prediction of apple SSC/TAC and firmness based on multilayer autoencoder and multilayer perceptron
Intelligence & Robotics·2025· 2 citedOpen Access
Author Correction: Identification of CT based radiomic biomarkers for progression free survival in head and neck squamous cell carcinoma
Scientific Reports·2025Open Access
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Frequent Co-authors

F Yin(27), You Zhang(11), Zhuoran Jiang(8), Qiuwen Wu(6), Indrin J. Chetty(6), Benjamin Movsas(5), Devon Godfrey(5), Jing Cai(4), Yingxuan Chen(4), Yawei Zhang(4), Jian‐Yue Jin(4), Zheng Chang(3), J.E. Bowsher(3), Hui Yan(3), Yingzi Liu(3), Yang Lei(3), Tonghe Wang(3), Walter J. Curran(3), Xiaofeng Yang(3), Ning Wen(3)