Publications

Joint correction of attenuation and scatter in image space using deep convolutional neural networks for dedicated brain 18F-FDG PET.

Yang J, Park D, Gullberg GT, Seo Y, 2019 04 Phys Med Biol 7 64 075019

Developing an efficient phase-matched attenuation correction method for quiescent period PET in abdominal PET/MRI.

Yang J, Liu J, Wiesinger F, Menini A, Zhu X, Hope TA, Seo Y, Larson PEZ, 2018 09 Phys Med Biol 18 63 185002

Evaluation of Sinus/Edge-Corrected Zero-Echo-Time-Based Attenuation Correction in Brain PET/MRI.

Yang J, Wiesinger F, Kaushik S, Shanbhag D, Hope TA, Larson PEZ, Seo Y, 2017 11 J Nucl Med 11 58 1873-1879

The potential of positron emission tomography for intratreatment dynamic lung tumor tracking: a phantom study.

Yang J, Yamamoto T, Mazin SR, Graves EE, Keall PJ, 2014 Feb Med Phys 2 41 021718

CT-less Direct Correction of Attenuation and Scatter in the Image Space Using Deep Learning for Whole-Body FDG PET: Potential Benefits and Pitfalls.

Yang J, Sohn JH, Behr SC, Gullberg GT, Seo Y, 2021 Mar Radiol Artif Intell 2 3 e200137

Direct Image-Based Attenuation Correction using Conditional Generative Adversarial Network for SPECT Myocardial Perfusion Imaging.

Torkaman M, Yang J, Shi L, Wang R, Miller EJ, Sinusas AJ, Liu C, Gullberg GT, Seo Y, 2021 Feb Proc SPIE Int Soc Opt Eng 11600

Direct Attenuation Correction Using Deep Learning for Cardiac SPECT: A Feasibility Study.

Yang J, Shi L, Wang R, Miller EJ, Sinusas AJ, Liu C, Gullberg GT, Seo Y, 2021 11 J Nucl Med 11 62 1645-1652

Data management and network architecture effect on performance variability in direct attenuation correction via deep learning for cardiac SPECT: A feasibility study

Torkaman M, Yang J, Shi L, Wang R, Miller EJ, Sinusas AJ, Liu C, Gullberg GT, Seo Y 2021 IEEE Trans Radiat Plasma Med Sci. https://ieeexplore.ieee.org/document/9662443

Time of flight PET reconstruction using nonuniform update for regional recovery uniformity.

Kim K, Kim D, Yang J, El Fakhri G, Seo Y, Fessler JA, Li Q 2019 Feb Med Phys 2 46 649-664

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.

Gong K, Guan J, Kim K, Zhang X, Yang J, Seo Y, El Fakhri G, Qi J, Li Q 2018 Sep IEEE Trans Med Imaging

Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images.

Gong K, Yang J, Kim K, El Fakhri G, Seo Y, Li Q 2018 May Phys Med Biol

Zero TE-based pseudo-CT image conversion in the head and its application in PET/MR attenuation correction and MR-guided radiation therapy planning.

Wiesinger F, Bylund M, Yang J, Kaushik S, Shanbhag D, Ahn S, Jonsson JH, Lundman JA, Hope T, Nyholm T, Larson P, Cozzini C, 2018 10 Magn Reson Med 4 80 1440-1451

Zero-Echo-Time and Dixon Deep Pseudo-CT (ZeDD CT): Direct Generation of Pseudo-CT Images for Pelvic PET/MRI Attenuation Correction Using Deep Convolutional Neural Networks with Multiparametric MRI.

Leynes AP, Yang J, Wiesinger F, Kaushik SS, Shanbhag DD, Seo Y, Hope TA, Larson PEZ, 2018 05 J Nucl Med 5 59 852-858

Technical Note: Fast respiratory motion estimation using sorted singles without unlist processing: A feasibility study.

Yang J, Khalighi M, Hope TA, Ordovas K, Seo Y, 2017 May Med Phys 5 44 1632-1637

Hybrid ZTE/Dixon MR-based attenuation correction for quantitative uptake estimation of pelvic lesions in PET/MRI.

Leynes AP, Yang J, Shanbhag DD, Kaushik SS, Seo Y, Hope TA, Wiesinger F, Larson PE, 2017 Mar Med Phys 3 44 902-913

Effect of Time-of-Flight and Regularized Reconstructions on Quantitative Measurements and Qualitative Assessments in Newly Diagnosed Prostate Cancer With 18F-Fluorocholine Dual Time Point PET/MRI.

Behr SC, Mollard BJ, Yang J, Flavell RR, Hawkins RA, Seo Y, 2017 Jan-Dec Mol Imaging 16 1536012117736703

Quantitative Evaluation of Atlas-based Attenuation Correction for Brain PET in an Integrated Time-of-Flight PET/MR Imaging System.

Yang J, Jian Y, Jenkins N, Behr SC, Hope TA, Larson PEZ, Vigneron D, Seo Y, 2017 07 Radiology 1 284 169-179

(18)F Fluorocholine Dynamic Time-of-Flight PET/MR Imaging in Patients with Newly Diagnosed Intermediate- to High-Risk Prostate Cancer: Initial Clinical-Pathologic Comparisons.

Choi JY, Yang J, Noworolski SM, Behr S, Chang AJ, Simko JP, Nguyen HG, Carroll PR, Kurhanewicz J, Seo Y 2016 Aug Radiology 160220

The impact of audiovisual biofeedback on 4D functional and anatomic imaging: Results of a lung cancer pilot study.

Yang J, Yamamoto T, Pollock S, Berger J, Diehn M, Graves EE, Loo BW, Keall PJ, 2016 08 Radiother Oncol 2 120 267-72

Imaging Bone-Cartilage Interactions in Osteoarthritis Using [18F]-NaF PET-MRI.

Savic D, Pedoia V, Seo Y, Yang J, Bucknor M, Franc BL, Majumdar S, 2016 01 Mol Imaging 15 1-12

Toward a planning scheme for emission guided radiation therapy (EGRT): FDG based tumor tracking in a metastatic breast cancer patient.

Fan Q, Nanduri A, Yang J, Yamamoto T, Loo B, Graves E, Zhu L, Mazin S, 2013 Aug Med Phys 8 40 081708

The impact of audio-visual biofeedback on 4D PET images: results of a phantom study.

Yang J, Yamamoto T, Cho B, Seo Y, Keall PJ, 2012 Feb Med Phys 2 39 1046-57