Weiguo Lu, Ph.D. - Faculty Profile

Education

Graduate School: Univ. of Wisconsin-Madison (2000), Medical Physics
Graduate School: Uni of Wisconsin-Madison (2000), Computer Sciences
Graduate School: Uni of Wisconsin-Madison (2001), Philosophy

Research Interest

Automatic and intelligent quality assurance in radiotherapy
Medical image processing
Novel image guidance and delivery
On-line and real-time radiotherapy planning

Publications

Exploring Deep Learning for Estimating the Isoeffective Dose of FLASH Irradiation From Mouse Intestinal Histological Images: Fu J, Yang Z, Melemenidis S, Viswanathan V, Dutt S, Manjappa R, Lau B, Soto LA, Ashraf MR, Skinner L, Yu SJ, Surucu M, Casey KM, Rankin EB, Graves E, Lu W, Loo BW, Gu X International Journal of Radiation Oncology Biology Physics 2024 Jul 119 1001-1010
Where Does Auto-Segmentation for Brain Metastases Radiosurgery Stand Today?: Kim M, Wang JY, Lu W, Jiang H, Stojadinovic S, Wardak Z, Dan T, Timmerman R, Wang L, Chuang C, Szalkowski G, Liu L, Pollom E, Rahimy E, Soltys S, Chen M, Gu X Bioengineering 2024 May 11
ART2Dose: A comprehensive dose verification platform for online adaptive radiotherapy: Lin J, Chen M, Lai Y, Trivedi Z, Wu J, Foo T, Gonzalez Y, Reynolds Jr. RR, Park C, Yan Y, Godley A, Jiang S, Jia X, Lin MH, Pompos A, Lu W Medical physics 2024 Jan 51 18-30
Leveraging global binary masks for structure segmentation in medical images: Kazemimoghadam M, Yang Z, Chen M, Ma L, Lu W, Gu X Physics in medicine and biology 2023 Sep 68
Framework for Quality Assurance of Ultrahigh Dose Rate Clinical Trials Investigating FLASH Effects and Current Technology Gaps: Zou W, Zhang R, Schüler E, Taylor PA, Mascia AE, Diffenderfer ES, Zhao T, Ayan AS, Sharma M, Yu SJ, Lu W, Bosch WR, Tsien C, Surucu M, Pollard-Larkin JM, Schuemann J, Moros EG, Bazalova-Carter M, Gladstone DJ, Li H, Simone CB, Petersson K, Kry SF, Maity A, Loo BW, Dong L, Maxim PG, Xiao Y, Buchsbaum JC International Journal of Radiation Oncology Biology Physics 2023 Aug 116 1202-1217
A deep learning approach for automatic delineation of clinical target volume in stereotactic partial breast irradiation (S-PBI): Kazemimoghadam M, Yang Z, Chen M, Rahimi A, Kim N, Alluri P, Nwachukwu C, Lu W, Gu X Physics in medicine and biology 2023 May 68
Evaluation of fan-beam kilovoltage computed tomography image quality on a novel biological-guided radiotherapy platform: Zhuang T, Gibbard G, Duan X, Tan J, Park Y, Lin MH, Sun Z, Oderinde OM, Lu W, Reynolds Jr. RR, Godley A, Pompos A, Dan T, Garant A, Iyengar P, Timmerman R, Jiang S, Cai B Physics and Imaging in Radiation Oncology 2023 Apr 26
Recurrence-Free Survival Prediction Under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck Cancers: Wang K, Li Y, Dohopolski M, Peng T, Lu W, Zhang Y, Wang J 2023 144-153
A General Web-Based Platform for Automatic Delineation of Head and Neck Gross Tumor Volumes in PET/CT Images: Jiang H, Haimerl J, Gu X, Lu W 2023 47-53
Ensemble learning for glioma patients overall survival prediction using pre-operative MRIs: Yang Z, Chen M, Kazemimoghadam M, Ma L, Stojadinovic S, Wardak Z, Timmerman R, Dan T, Lu W, Gu X Physics in medicine and biology 2022 Dec 67