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Ke Nie, Ph.D. - Publications

Affiliations: 
2009 Physics - Ph.D. University of California, Irvine, Irvine, CA 
Area:
Medical Biophysics, Radiology
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42 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Zhang Y, Liu YL, Nie K, Zhou J, Chen Z, Chen JH, Wang X, Kim B, Parajuli R, Mehta RS, Wang M, Su MY. Deep Learning-based Automatic Diagnosis of Breast Cancer on MRI Using Mask R-CNN for Detection Followed by ResNet50 for Classification. Academic Radiology. PMID 36631349 DOI: 10.1016/j.acra.2022.12.038  0.305
2022 Chen X, Zhang Y, Zhou J, Wang X, Liu X, Nie K, Lin X, He W, Su MY, Cao G, Wang M. Diagnosis of architectural distortion on digital breast tomosynthesis using radiomics and deep learning. Frontiers in Oncology. 12: 991892. PMID 36582788 DOI: 10.3389/fonc.2022.991892  0.337
2020 Wang H, Nie K, Chang J, Kuang Y. A Monte Carlo study to investigate the feasibility of an on-board SPECT/spectral-CT/CBCT imager for medical linear accelerator. Medical Physics. PMID 32681649 DOI: 10.1002/Mp.14398  0.356
2019 Wang H, Nie K, Kuang Y. An On-board Spectral-CT/CBCT/SPECT Imaging Configuration for Small-Animal Radiation Therapy Platform: a Monte Carlo Study. Ieee Transactions On Medical Imaging. PMID 31380751 DOI: 10.1109/Tmi.2019.2932333  0.382
2019 Yao S, Zhang Y, Nie K, Liu B, Haffty BG, Ohri N, Yue NJ. Setup uncertainties and the optimal imaging schedule in the prone position whole breast radiotherapy. Radiation Oncology (London, England). 14: 76. PMID 31072388 DOI: 10.1186/S13014-019-1282-4  0.481
2019 Shi L, Zhang Y, Nie K, Sun X, Niu T, Yue N, Kwong T, Chang P, Chow D, Chen JH, Su MY. Machine learning for prediction of chemoradiation therapy response in rectal cancer using pre-treatment and mid-radiation multi-parametric MRI. Magnetic Resonance Imaging. PMID 31059768 DOI: 10.1016/J.Mri.2019.05.003  0.321
2018 Yegya-Raman N, Zou W, Nie K, Malhotra J, Jabbour SK. Advanced radiation techniques for locally advanced non-small cell lung cancer: intensity-modulated radiation therapy and proton therapy. Journal of Thoracic Disease. 10: S2474-S2491. PMID 30206493 DOI: 10.21037/Jtd.2018.07.29  0.303
2018 Niu T, Yang P, Sun X, Mao T, Xu L, Yue NJ, Kuang Y, Shi L, Nie K. Variations of quantitative perfusion measurement on dynamic contrast enhanced CT for colorectal cancer: implication of standardized image protocol. Physics in Medicine and Biology. PMID 29889046 DOI: 10.1088/1361-6560/Aacb99  0.338
2018 Huang Q, Jabbour SK, Xiao Z, Yue N, Wang X, Cao H, Kuang Y, Zhang Y, Nie K. Dosimetric feasibility of 4DCT-ventilation imaging guided proton therapy for locally advanced non-small-cell lung cancer. Radiation Oncology (London, England). 13: 78. PMID 29695284 DOI: 10.1186/S13014-018-1018-X  0.315
2016 Nie K, Shi L, Chen Q, Hu X, Jabbour S, Yue N, Niu T, Sun X. Rectal Cancer: Assessment of Neoadjuvant Chemo-Radiation Outcome Based on Radiomics of Multi-Parametric MRI. Clinical Cancer Research : An Official Journal of the American Association For Cancer Research. PMID 27185368 DOI: 10.1158/1078-0432.Ccr-15-2997  0.336
2016 Nie K, Pouliot J, Smith E, Chuang C. Performance variations among clinically available deformable image registration tools in adaptive radiotherapy - how should we evaluate and interpret the result? Journal of Applied Clinical Medical Physics / American College of Medical Physics. 17: 5778. PMID 27074457 DOI: 10.1120/Jacmp.V17I2.5778  0.344
2016 Kirby N, Chen J, Kim H, Morin O, Nie K, Pouliot J. An automated deformable image registration evaluation of confidence tool. Physics in Medicine and Biology. 61: N203-14. PMID 27025957 DOI: 10.1088/0031-9155/61/8/N203  0.367
2015 Nie K, Shi L, Hu X, Chen Q, Yue N, Sun X, Niu T. TU-CD-BRB-09: Prediction of Chemo-Radiation Outcome for Rectal Cancer Based On Radiomics of Tumor Clinical Characteristics and Multi-Parametric MRI. Medical Physics. 42: 3604. PMID 26128894 DOI: 10.1118/1.4925594  0.378
2015 Nie K, Pouliot J, Smith E, Chuang C. SU-E-J-102: Performance Variations Among Clinically Available Deformable Image Registration Tools in Adaptive Radiotherapy: How Should We Evaluate and Interpret the Result? Medical Physics. 42: 3287. PMID 26127494 DOI: 10.1118/1.4924189  0.363
2014 Kirby N, Morin O, Nie K, Chen J, Pouliot J. SU-C-18A-07: The Importance of Image Processing for Simulated Deformations. Medical Physics. 41: 102. PMID 28036784 DOI: 10.1118/1.4887834  0.344
2014 Chen T, Nie K, Narra V, Zou J, Zhang M, Khan A, Haffty B, Yue N. SU-E-J-263: Dosimetric Analysis On Breast Brachytherapy Based On Deformable Image Registration. Medical Physics. 41: 218. PMID 28036668 DOI: 10.1118/1.4888317  0.532
2014 Kirby N, Morin O, Nie K, Chen J, Pouliot J. The Potential for Patient-Specific, Automated Evaluation of Deformable Image Registration Accuracy International Journal of Radiation Oncology*Biology*Physics. 90: S878. DOI: 10.1016/J.Ijrobp.2014.05.2505  0.359
2013 Nie K, Fekete CC, Pinnaduwage D, Cunha J, Mellis K, Descovich M, Beaulieu L, Pouliot J. WE-E-108-10: Validating a 192Ir-Based Small Animal Irradiation Apparatus Using a 3D-Printed Applicator: Comparison Between TG-43, Monte Carlo and Films Dosimetry. Medical Physics. 40: 490. PMID 28518626 DOI: 10.1118/1.4815588  0.313
2013 Nie K, Chuang C, Kirby N, Braunstein S, Pouliot J. Site-specific deformable imaging registration algorithm selection using patient-based simulated deformations. Medical Physics. 40: 041911. PMID 23556905 DOI: 10.1118/1.4793723  0.385
2013 Kirby N, Morin O, Ueda U, Nie K, Chen J, Pouliot J. TU-C-141-09: An Automated Workflow for Patient-Specific Verification of Deformable Image Registration Medical Physics. 40: 435-435. DOI: 10.1118/1.4815386  0.372
2013 Keyvanfard F, Shoorehdeli MA, Teshnehlab M, Nie K, Su MY. Specificity enhancement in classification of breast MRI lesion based on multi-classifier Neural Computing and Applications. 22: 35-45. DOI: 10.1007/S00521-012-0937-Y  0.451
2012 Lin Y, Chang D, Bota D, Roa D, Al-Ghazi M, Yu H, Kuo J, Nie K, Fwu P, Su M. SU-E-J-108: Quantitative Analysis of Longitudinal Cognitive Impairment Due to Radiation Therapy Based on Automatic Segmentation of Hippocampus and Subcortical Structure. Medical Physics. 39: 3677. PMID 28519814 DOI: 10.1118/1.4734944  0.65
2012 Nie K, Kirby N, Pouliot J, Chuang C. Development of a Workflow to Quantitatively Validate Various Image Fusion Algorithms in Radiation Therapy International Journal of Radiation Oncology*Biology*Physics. 84: S738. DOI: 10.1016/J.Ijrobp.2012.07.1975  0.354
2011 Chang DH, Chen JH, Lin M, Bahri S, Yu HJ, Mehta RS, Nie K, Hsiang DJ, Nalcioglu O, Su MY. Comparison of breast density measured on MR images acquired using fat-suppressed versus nonfat-suppressed sequences. Medical Physics. 38: 5961-8. PMID 22047360 DOI: 10.1118/1.3646756  0.74
2011 Lin M, Chan S, Chen JH, Chang D, Nie K, Chen ST, Lin CJ, Shih TC, Nalcioglu O, Su MY. A new bias field correction method combining N3 and FCM for improved segmentation of breast density on MRI. Medical Physics. 38: 5-14. PMID 21361169 DOI: 10.1118/1.3519869  0.729
2011 Chen JH, Mehta RS, Baek HM, Nie K, Liu H, Lin MQ, Yu HJ, Nalcioglu O, Su MY. Clinical characteristics and biomarkers of breast cancer associated with choline concentration measured by 1H MRS. Nmr in Biomedicine. 24: 316-24. PMID 20862660 DOI: 10.1002/Nbm.1595  0.431
2011 Chen JH, Chang YC, Chang D, Wang YT, Nie K, Chang RF, Nalcioglu O, Huang CS, Su MY. Reduction of breast density following tamoxifen treatment evaluated by 3-D MRI: preliminary study. Magnetic Resonance Imaging. 29: 91-8. PMID 20832226 DOI: 10.1016/J.Mri.2010.07.009  0.512
2010 Nie K, Su MY, Chau MK, Chan S, Nguyen H, Tseng T, Huang Y, McLaren CE, Nalcioglu O, Chen JH. Age- and race-dependence of the fibroglandular breast density analyzed on 3D MRI. Medical Physics. 37: 2770-2776. PMID 28512978 DOI: 10.1118/1.3426317  0.409
2010 Nie K, Su MY, Chau MK, Chan S, Nguyen H, Tseng T, Huang Y, McLaren CE, Nalcioglu O, Chen JH. Age- and race-dependence of the fibroglandular breast density analyzed on 3D MRI. Medical Physics. 37: 2770-6. PMID 20632587 DOI: 10.1118/1.3426317  0.459
2010 Shih TC, Chen JH, Liu D, Nie K, Sun L, Lin M, Chang D, Nalcioglu O, Su MY. Computational simulation of breast compression based on segmented breast and fibroglandular tissues on magnetic resonance images. Physics in Medicine and Biology. 55: 4153-68. PMID 20601773 DOI: 10.1088/0031-9155/55/14/013  0.743
2010 Chen JH, Nie K, Bahri S, Hsu CC, Hsu FT, Shih HN, Lin M, Nalcioglu O, Su MY. Decrease in breast density in the contralateral normal breast of patients receiving neoadjuvant chemotherapy: MR imaging evaluation. Radiology. 255: 44-52. PMID 20308443 DOI: 10.1148/Radiol.09091090  0.743
2010 Nie K, Chang D, Chen JH, Shih TC, Hsu CC, Nalcioglu O, Su MY. Impact of skin removal on quantitative measurement of breast density using MRI. Medical Physics. 37: 227-33. PMID 20175485 DOI: 10.1118/1.3271353  0.44
2010 Nie K, Chang D, Chen JH, Hsu CC, Nalcioglu O, Su MY. Quantitative analysis of breast parenchymal patterns using 3D fibroglandular tissues segmented based on MRI. Medical Physics. 37: 217-26. PMID 20175484 DOI: 10.1118/1.3271346  0.453
2009 Lin M, Chen JH, Nie K, Chang D, Nalcioglu O, Su MY. Algorithm-based method for detection of blood vessels in breast MRI for development of computer-aided diagnosis. Journal of Magnetic Resonance Imaging : Jmri. 30: 817-24. PMID 19787727 DOI: 10.1002/Jmri.21915  0.714
2009 McLaren CE, Chen WP, Nie K, Su MY. Prediction of malignant breast lesions from MRI features: a comparison of artificial neural network and logistic regression techniques. Academic Radiology. 16: 842-51. PMID 19409817 DOI: 10.1016/J.Acra.2009.01.029  0.332
2009 Bahri S, Chen JH, Mehta RS, Carpenter PM, Nie K, Kwon SY, Yu HJ, Nalcioglu O, Su MY. Residual breast cancer diagnosed by MRI in patients receiving neoadjuvant chemotherapy with and without bevacizumab. Annals of Surgical Oncology. 16: 1619-28. PMID 19333654 DOI: 10.1245/S10434-009-0441-5  0.498
2009 Baek HM, Chen JH, Nie K, Yu HJ, Bahri S, Mehta RS, Nalcioglu O, Su MY. Predicting pathologic response to neoadjuvant chemotherapy in breast cancer by using MR imaging and quantitative 1H MR spectroscopy. Radiology. 251: 653-62. PMID 19276320 DOI: 10.1148/Radiol.2512080553  0.378
2008 Nie K, Chen JH, Chan S, Chau MI, Yu HJ, Bahri S, Tseng T, Nalcioglu O, Su MY. Development of a quantitative method for analysis of breast density based on three-dimensional breast MRI. Medical Physics. 35: 5253-5262. PMID 28525134 DOI: 10.1118/1.3002306  0.46
2008 Nie K, Chen JH, Chan S, Chau MK, Yu HJ, Bahri S, Tseng T, Nalcioglu O, Su MY. Development of a quantitative method for analysis of breast density based on three-dimensional breast MRI. Medical Physics. 35: 5253-62. PMID 19175084 DOI: 10.1118/1.3002306  0.542
2008 Nie K, Chen JH, Yu HJ, Chu Y, Nalcioglu O, Su MY. Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI. Academic Radiology. 15: 1513-25. PMID 19000868 DOI: 10.1016/J.Acra.2008.06.005  0.439
2006 Roa D, Smither R, Shieh Y, Nie K, Zhang X, Al‐Ghazi M, Milne N, Caligiuri P. TH‐D‐330A‐03: Development of a High Resolution Imaging System for Nuclear Medicine Medical Physics. 33: 2278-2278. DOI: 10.1118/1.2241894  0.303
2006 Roa DE, Smither RK, Zhang X, Nie K, Shieh YY, Ramsinghani NS, Milne N, Kuo JV, Redpath JL, Al-Ghazi MSAL, Caligiuri P. Development of a new photon diffraction imaging system for diagnostic nuclear medicine Experimental Astronomy. 20: 229-239. DOI: 10.1007/S10686-005-9017-Y  0.334
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