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Haidy G. Nasief PhD

Haidy G. Nasief PhD profile photo picture

Instructor

Institution: Medical College of Wisconsin
Department: Radiation Oncology
Program: Physics

image of /images/ORCIDiD_icon16x16.png   https://orcid.org/0000-0002-5591-5094


I am willing to collaborate on research projects.
I am willing to mentor a junior faculty member.

View Curriculum Vitae

Research Areas of Interest

  • Algorithms
  • Artificial Intelligence
  • Machine Learning
  • Magnetic Resonance Imaging
  • Supervised Machine Learning
  • Support Vector Machine
  • Unsupervised Machine Learning
  • Radiomics

    • Research Experience

  • Algorithms
  • Bayes Theorem
  • Breast
  • Breast Neoplasms
  • Image Processing, Computer-Assisted
  • Magnetic Resonance Imaging
  • Pancreatic Neoplasms
  • Radiotherapy Planning, Computer-Assisted
  • Radiomics

    • Publications (30)

  • Image-Based Biomarkers in Magnetic Resonance-Guided Radiotherapy (MRgRT) (Andrea D’Aviero, Haidy Nasief, Charlotte Robert & Davide Cusumano ) Springer Nature 03/21/2024    
  • Quality of Life in Prostate Cancer Patients Undergoing Daily Adaptive Versus Non-Adaptive Radiation Therapy Utilizing A 1.5 Tesla MR-Linac (SE Beltran Ponce, LA Daamen, J Van der Voort vanZyp, JM Westerhoff, FJ Pos, JP Christodouleas, A Choudhury, U van der Heide, CAF Lawton, MW Straza, M Bedi, ES Paulson, HG Nasief, A Li, H Verkooijen, A Tree, WA Hall) International Journal of Radiation Oncology, Biology, Physics 10/01/2023    
  • Integrating a Tool to Automatically Determine Necessity of Online Adaptive Replanning (H.G. Nasief, A.K. Parchur, J.T. Antunes, B. Lee A.S. Nelson, E.S. Paulson, A. Li ) International Journal of Radiation Oncology, Biology, Physics 10/01/2023    
  • Radiomics Model for Predicting Pulmonary Metastasis in Sarcoma Patients (P.W. Prior Jr, H.G. Nasief, R. Mannem, J. Charlson, S. Fernando, M. Bedi) International Journal of Radiation Oncology, Biology, Physics 10/01/2023    
  • A general framework to develop a radiomic fingerprint for progression-free survival in cervical cancer. (Small C, Prior P, Nasief H, Zeitlin R, Saeed H, Paulson E, Morrow N, Rownd J, Erickson B, Bedi M) Brachytherapy 2023;22(6):728-735 PMID: 37574352 SCOPUS ID: 2-s2.0-85168005570 08/14/2023    
  • A general framework to develop a radiomic fingerprint for progression-free survival in cervical cancer (Christina Small, Phillip Prior, Haidy Nasief , Ross Zeitlin , Hina Saeed , Eric Paulson , Natalya Morrow , Jason Rownd , Beth Erickson , Meena Bedi ) Brachytherapy 08/12/2023    
  • Improving Outcomes Prediction Using a Combination of MRI Wavelet Delta-Radiomic Textures and Clinical Biomarkers for MR-Guided Adaptive Radiation Therapy of Pancreatic Cancer (HG Nasief, X Chen, BA Erickson, ES Paulson, A Li, WA Hall) International Journal of Radiation Oncology, Biology, Physics Volume 114 Issue 3 Pages S79-S80 11/01/2022    
  • Auto-detection of necessity for MRI-guided online adaptive replanning using a machine learning classifier. (Parchur AK, Lim S, Nasief HG, Omari EA, Zhang Y, Paulson ES, Hall WA, Erickson B, Li XA) Med Phys 2023 Jan;50(1):440-448 PMID: 36227732 PMCID: PMC9868055 SCOPUS ID: 2-s2.0-85140247594 10/14/2022       1 Citation
  • Predicting necessity of daily online adaptive replanning based on wavelet image features for MRI guided adaptive radiation therapy. (Nasief HG, Parchur AK, Omari E, Zhang Y, Chen X, Paulson E, Hall WA, Erickson B, Li XA) Radiother Oncol 2022 Nov;176:165-171 PMID: 36216299 PMCID: PMC9838213 SCOPUS ID: 2-s2.0-85140068136 10/11/2022       4 Citations
  • Should Daily Online Adaptive Replanning be Utilized for Every Treatment in MRI-Guided Radiotherapy for Pancreatic Cancer? (E Omari, H Nasief, Y Zhang, AK Parchur, ES Paulson, X Chen, EE Ahunbay, WA Hall, BA Erickson, A Li) International Journal of Radiation Oncology, Biology, Physics Volume 111 Issue 3 Pages e66 11/01/2021    
  • A Multi-biomarker Panel Including Delta Radiomics to Predict Distant Metastasis after Chemoradiation Therapy of Pancreatic Adenocarcinoma (H Nasief, WA Hall, C Zheng, S Tsai, BA Erickson, A Li) International Journal of Radiation Oncology, Biology, Physics 108 (3), S83 10/01/2020    
  • Auto-segmentation of pancreatic tumor in multi-parametric MRI using deep convolutional neural networks. (Liang Y, Schott D, Zhang Y, Wang Z, Nasief H, Paulson E, Hall W, Knechtges P, Erickson B, Li XA) Radiother Oncol 2020 Apr;145:193-200 PMID: 32045787 SCOPUS ID: 2-s2.0-85078961399 02/12/2020       59 Citations
  • Improving Treatment Response Prediction for Chemoradiation Therapy of Pancreatic Cancer Using a Combination of Delta-Radiomics and the Clinical Biomarker CA19-9. (Nasief H, Hall W, Zheng C, Tsai S, Wang L, Erickson B, Li XA) Front Oncol 2019;9:1464 PMID: 31970088 PMCID: PMC6960122 SCOPUS ID: 2-s2.0-85078248047 01/24/2020       37 Citations
  • Automated air region delineation on MRI for synthetic CT creation. (Thapa R, Ahunbay E, Nasief H, Chen X, Allen Li X) Phys Med Biol 2020 Jan 17;65(2):025009 PMID: 31775128 SCOPUS ID: 2-s2.0-85078512072 11/28/2019       5 Citations
  • A machine learning based delta-radiomics process for early prediction of treatment response of pancreatic cancer. (Nasief H, Zheng C, Schott D, Hall W, Tsai S, Erickson B, Allen Li X) NPJ Precis Oncol 2019;3:25 PMID: 31602401 PMCID: PMC6778189 SCOPUS ID: 2-s2.0-85116956561 10/12/2019       107 Citations
  • Basic/Translational Science Award International Journal of Radiation Oncology, Biology, Physics 09/01/2019    
  • Indications of Online Adaptive Replanning Based On Organ Deformation. (Lim SN, Ahunbay EE, Nasief H, Zheng C, Lawton C, Li XA) Pract Radiat Oncol 2020;10(2):e95-e102 PMID: 31446149 SCOPUS ID: 2-s2.0-85073000078 08/26/2019       7 Citations
  • Erratum to 'A Quantitative Ultrasound-Based Multi-Parameter Classifier for Breast Masses' [Ultrasound Med Biol 45 (2019) 1603-1616]. (Nasief HG, Rosado-Mendez IM, Zagzebski JA, Hall TJ) Ultrasound Med Biol 2019 Sep;45(9):2583-2584 PMID: 31255352 SCOPUS ID: 2-s2.0-85067886836 07/01/2019       2 Citations
  • A Quantitative Ultrasound-Based Multi-Parameter Classifier for Breast Masses. (Nasief HG, Rosado-Mendez IM, Zagzebski JA, Hall TJ) Ultrasound Med Biol 2019 Jul;45(7):1603-1616 PMID: 31031035 PMCID: PMC7230148 SCOPUS ID: 2-s2.0-85064621058 04/30/2019       32 Citations
  • Impact of inter-and intra-fraction anatomic motions on delta-radiomics for radiation therapy of pancreatic cancer (H Nasief, A Li) International Journal of Radiation Oncology, Biology, Physics 102 (3), S212-S213 10/01/2018    
  • 2D/3D Quantitative Ultrasound of the Breast (Haidy G Nasief) The University of Wisconsin-Madison 07/01/2017    
  • Three-dimensional Ultrasound Elasticity Imaging on an Automated Breast Volume Scanning System. (Wang Y, Nasief HG, Kohn S, Milkowski A, Clary T, Barnes S, Barbone PE, Hall TJ) Ultrason Imaging 2017 Nov;39(6):369-392 PMID: 28585511 PMCID: PMC5643218 SCOPUS ID: 2-s2.0-85027036611 06/07/2017       27 Citations
  • Detecting anisotropy in attenuation coefficient of in-vivo human breast tumors (Haidy Gerges Nasief, Ivan Rosado-Mendez, James A Zagzebski, Sarah Kohn and Timothy J Hall ) WARF Discovery Challenge 10/01/2016    
  • Quantitative ultrasound: Enhancing diagnosis using estimates of acoustic attenuation and backscatter (Zagzebski JA, Rosado-Mendez IM, Nasief HG, Hall TJ) AIP Conference Proceedings 17 June 2016;1747 SCOPUS ID: 2-s2.0-84984548256 06/17/2016       5 Citations
  • Quantitative ultrasound: Enhancing diagnosis using estimates of acoustic attenuation and backscatter (James A. Zagzebski; Ivan M. Rosado-Mendez; Haidy Gerges Nasief; Timothy J. Hall) AIP Conference Proceedings 06/17/2016    
  • Acoustic Properties of Breast Fat. (Nasief HG, Rosado-Mendez IM, Zagzebski JA, Hall TJ) J Ultrasound Med 2015 Nov;34(11):2007-16 PMID: 26446820 PMCID: PMC4618705 SCOPUS ID: 2-s2.0-84944916898 10/09/2015       22 Citations
  • Quantitative ultrasound for diagnosing breast masses considering both diffuse and non-diffuse scatterers (James Zagzebski, Ivan Rosado-Mendez, Haidy Gerges-Naisef, Timothy Hall) Acoustical Society of America 136 (4), 2122-2123 03/21/2014    
  • Wisconsin method for robing Portland cement concrete pavement for thickness (Nasief HG, Whited GC, Loh WY) Transportation Research Record 1 December 2011(2228):99-107 SCOPUS ID: 2-s2.0-80155163331 12/01/2011       3 Citations
  • Evaluation of probing versus coring for determination of portland cement concrete pavement thickness (Allison GW, Whited GC, Hanna AS, Nasief HG) Transportation Research Record 1 December 2010(2152):3-10 SCOPUS ID: 2-s2.0-78951474463 12/01/2010       4 Citations
  • Reliability of Probing Measurements Versus Coring in Determining PCC Pavement Thickness (Haidy G Nasief) Thesis. University of Wisconsin--Madison 05/01/2010    
    • Last update: 05/09/2024