G
Guolan Lu
Researcher at Stanford University
Publications - 53
Citations - 3413
Guolan Lu is an academic researcher from Stanford University. The author has contributed to research in topics: Hyperspectral imaging & Cancer. The author has an hindex of 18, co-authored 49 publications receiving 2347 citations. Previous affiliations of Guolan Lu include The Wallace H. Coulter Department of Biomedical Engineering & Emory University.
Papers
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Journal ArticleDOI
Medical hyperspectral imaging: a review
Guolan Lu,Baowei Fei +1 more
TL;DR: An overview of the literature on medical hyperspectral imaging technology and its applications is presented, an introduction for those new to the field, an overview for those working in the field and a reference for those searching for literature on a specific application are presented.
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Ultrasound Imaging Technologies for Breast Cancer Detection and Management: A Review
TL;DR: This review provides a review of ultrasound-guided, breast biopsy and the fusion of ultrasound with other imaging modalities, especially magnetic resonance imaging (MRI), and discusses their future directions.
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Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging
Martin Halicek,Guolan Lu,James V. Little,Xu Wang,Mihir R. Patel,Christopher C. Griffith,Mark W. El-Deiry,Amy Y. Chen,Baowei Fei +8 more
TL;DR: A convolutional neural network classifier is developed to classify excised, squamous-cell carcinoma, thyroid cancer, and normal head and neck tissue samples using HSI, and the CNN classification was validated by the manual annotation of a pathologist specialized in head and head cancer.
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Determination of Tumor Margins with Surgical Specimen Mapping Using Near-Infrared Fluorescence
Rebecca W. Gao,Nutte Teraphongphom,Nynke S. van den Berg,Brock A. Martin,Nicholas J. Oberhelman,Vasu Divi,Michael J. Kaplan,Steven S. Hong,Guolan Lu,Robert Ertsey,Willemieke S. Tummers,Adam J. Gomez,F. Christopher Holsinger,Christina S. Kong,A.D. Colevas,Jason M. Warram,Eben L. Rosenthal +16 more
TL;DR: It is demonstrated that fluorescence can be used as a sensitive and specific method of guiding surgeries for head and neck cancers and potentially other cancers with challenging imaging conditions, increasing the probability of complete resections and improving oncologic outcomes.
Journal ArticleDOI
Label-free reflectance hyperspectral imaging for tumor margin assessment: a pilot study on surgical specimens of cancer patients.
Baowei Fei,Guolan Lu,Xu Wang,Hongzheng Zhang,James V. Little,Mihir R. Patel,Christopher C. Griffith,Mark W. El-Diery,Amy Y. Chen +8 more
TL;DR: The feasibility of label-free, HSI for tumor margin assessment in surgical tissue specimens of H&N cancer patients is demonstrated and further development of the HSI technology is warranted for its application in image-guided surgery.