Xiaotao Guo, PhD

Profile Headshot

Overview

Academic Appointments

  • Associate Research Scientist

Gender

  • Male

Credentials & Experience

Education & Training

  • PhD, Biomedical Engineering, Shanghai Jiaotong University (China)

Research

Research Interests

  • Computational Image Analysis
  • Image Segmentation
  • Medical Image Lossless Watermarking

Grants

QUANTITATIVE IMAGING TOOLS TO DERIVE DW-MRI ONCOLOGICAL BIOMARKERS (Federal Gov)

Jul 1 2017 - Jun 30 2022

A PROSPECTIVE, RANDOMIZED STUDY TO COMPARE EFFECTS OF ULIPIRISTAL ACETATE WITH A COMBINED ORAL CONTRACEPTIVE ON BREAST EPITHELIAL CELL PROLIFERATION (Federal Gov)

Jun 17 2016 - Jun 30 2020

VOL-PACT: VOLUMETRIC CT, IMPROVING METRICS FOR PHASE II ANALYSIS OF CLINICAL TRIAL RESULTS (Private)

Jan 21 2015 - Jan 20 2018

QUANTITATIVE VOLUME AND DENSITY RESPONSE ASSESSMENT SARCOMA AND HCC AS A MODEL (Federal Gov)

Sep 1 2011 - Aug 31 2017

AUTOMATED SOFTWARE FOR GLIOMA TREATMENT RESPONSE MONITORING USING MRI (Private)

Jul 1 2015 - Jun 30 2017

IGF-1, BONE TURNOVER AND RESPONSE TO TERIPARATIDE IN PREMENOPAUSAL WOMEN WITH IOP (Federal Gov)

Jan 15 2013 - Nov 30 2016

PHANTOMS FOR CT VOLUMETRY OF HEPATIC AND NODAL METASTASIS (Federal Gov)

Sep 30 2013 - Sep 29 2015

ADVANCED ANATOMIC AND FUNCTINAL RESPONSE ASSESSMENT IN LUNG CANCER (Federal Gov)

Aug 7 2007 - Jun 30 2014

Selected Publications

1. Menze BH, Jakab A, Bauer S, …, Guo X, etc. The multimodal brain tumor image segmentation benchmark (BRATS). IEEE Trans Med Imaging. 2015 Oct; 34(10):1993-2024.
2. C.G. Filippi, A.M. El-Ali, V.Z. Miloushev, D.S. Chow, X. Guo, and B. Zhao. Computer-Assisted Volumetric Measurement of Core Infarct Volume in Pediatric Patients: Feasibility for Clinical Use and Development of Quantitative Metrics for Outcome Prediction. Am. J. Neuroradiol. 2015 Apr; 36(4):789-94
3. De Marchis GM, Filippi CG, Guo X, Pugin D, Gaffney CD, Dangayach N, Suwatcharangkoon S, Falo MC, Schmidt JM, Agarwal S, Connolly ES Jr, Claassen Jan, Zhao B, Mayer SA (2014). Brain Injury Visible on Early MRI after Subarachnoid Hemorrhage Might Predict Neurological Impairment and Functional Outcome. Neurocritical Care. 2015 Feb; 22(1):74-81.
4. Chow DS, Qi J, Guo X, Miloushev VZ, Iwamoto FM, Bruce JN, Lassman AB, Schwartz LH, Lignelli A, Zhao B, Filippi CG. Semi-automated volumetric measurement on post contrast MR imaging for analysis of recurrent and residual disease in glioblastoma multiforme. Am. J. Neuroradiol.2014 Mar; 35(3):498-503.
5. Cohen A., Dempster D, Recker R, Lappe J, Zhou H, Zwahlen A, Müller R, Zhao B, Guo X, Lang T, Saeed I, Liu X, Guo X-E, Cremers S, Rosen C, Stein E, Nickolas T., McMahon D, Young P, Shane E. Abdominal fat is associated with lower bone formation and inferior bone quality in healthy premenopausal women: A transiliac bone biopsy study. J Clin Endocrinol Metab. 2013 Jun; 98(6):2562-72.
6. Leinwand J, Zhao B, Guo X, Krishnamoorthy S, Qi J, Schwartz LH, Taub RN. Quantitative X-ray computed tomography peritoneography in malignant peritoneal mesothelioma patients receiving intraperitoneal chemotherapy. Ann Surg Oncol. 2013 Dec; 20 Suppl 3:S553-9.
7. Levy M, Frymann J, Kirby J, Fedorov A, Fennessy F, Eschrich S, Berglund A, Fenstermacher D, Tan Y, Guo X, Casavant T, Brown B, Braun T, Dekker A, Roelofs E, Mountz J, Boada F, Laymon C, Oborski M, and Rubin D. Informatics Methods to Enable Sharing of Quantitative Imaging Research Data. Magnetic Resonance Imaging, 2012 Nov; 30(9):1249-56.
8. Jiang LJ, Guo X, Yang H, Zhao J, Zhuang TG. Threshold controlled scheme of difference expansion techniques for reversible watermarking. Journal of Shanghai Jiao Tong University (Science), 2010; 15 (5), pp. 541-548.
9. Guo X, Zhuang TG. Lossless watermarking for verifying the integrity of medical images with tamper localization. J Digit Imaging, 2009 Dec; 22(6):620-8.
10. Guo X, Zhuang TG. A region-based lossless watermarking scheme for enhancing security of medical data. J Digit Imaging, 2009 Mar; 22(1):53-64.