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Northwestern University Feinberg School of Medicine
Quantitative Imaging Core Lab

Publications

Learn more about the work that we do in the Quantitative Imaging Core Lab through our recent publications.

  1. Gennaro N, van der Loo I, Reijers SJM, van Boven H, Snaebjornsson P, Bekers EM, Bodalal Z, Trebeschi S, Schrage YM, van der Graaf WTA  et al.  Heterogeneity in response to neoadjuvant radiotherapy between soft tissue sarcoma histotypes: associations between radiology and pathology findings.  Eur Radiol  2025 Mar;35(3):1337-1350. doi:10.1007/s00330-024-11258-6
  2. Medetalibeyoglu A, Velichko YS, Hart EM, Bagci U  Foundational artificial intelligence models and modern medical practice.  BJR Artif Intell  2025 Jan;2(1):ubae018. pii:ubae018
  3. Horowitz JM, Lopes Vendrami C, Velichko YS, Green-Walker AI, Kelahan LC, Jawahar A, Barber EL, Shanes ED, Miller FH, Recht HS  Uterine Sarcoma or Degenerating Fibroid? Validating the New Consensus Magnetic Resonance Imaging Algorithm for Evaluating Atypical Uterine Masses.  J Comput Assist Tomogr  ;49(1):57-63. doi:10.1097/RCT.0000000000001656
  4. Seyithanoglu D, Durak G, Keles E, Medetalibeyoglu A, Hong Z, Zhang Z, Taktak YB, Cebeci T, Tiwari P, Velichko YS  et al.  Advances for Managing Pancreatic Cystic Lesions: Integrating Imaging and AI Innovations.  Cancers (Basel)  2024 Dec 22;16(24). pii:4268
  5. Moawad AW, Janas A, Baid U, Ramakrishnan D, Saluja R, Ashraf N, Maleki N, Jekel L, Yordanov N, Fehringer P  et al.  The Brain Tumor Segmentation - Metastases (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI.  ArXiv  2024 Dec 09;. pii:arXiv:2306.00838v3
  6. Janczewski LM, Joung RH, Borhani AA, Lewandowski RJ, Velichko YS, Mulcahy MF, Mahalingam D, Law J, Bowman C, Keswani RN  et al.  Safety and feasibility of establishing an adjuvant hepatic artery infusion program.  HPB (Oxford)  2024 May;26(5):656-663. doi:10.1016/j.hpb.2023.12.006
  7. Bui TM, Yalom LK, Ning E, Urbanczyk JM, Ren X, Herrnreiter CJ, Disario JA, Wray B, Schipma MJ, Velichko YS  et al.  Tissue-specific reprogramming leads to angiogenic neutrophil specialization and tumor vascularization in colorectal cancer.  J Clin Invest  2024 Apr 01;134(7). pii:e174545
  8. Soliman M, Magnetta M, Salinas A, Feinn RS, Velichko YS, Miller FH, Kelahan LC  Evaluation of 18 CT signs in diagnosing cecal volvulus: a multi-reader retrospective study.  Abdom Radiol (NY)  2024 Feb;49(2):357-364. doi:10.1007/s00261-023-04092-9
  9. Soliman M, Elfatairy K, Ellessy R, Velichko YS, Avery R, Kelahan LC, Ross AE, Savas H  The utility of [18F]Fluciclovine PET/CT in Evaluating Nonmetastatic Castrate-Resistant Prostate Cancer Patients (nmCRPCp): diagnostic performance and impact on management.  Br J Radiol  2023 Dec;96(1152):20230414. pii:20230414
  10. Soliman MAS, Kelahan LC, Magnetta M, Savas H, Agrawal R, Avery RJ, Aouad P, Liu B, Xue Y, Chae YK  et al.  A Framework for Harmonization of Radiomics Data for Multicenter Studies and Clinical Trials.  JCO Clin Cancer Inform  2022 Nov;6:e2200023. pii:e2200023
  11. Soliman M, Savas H, Velichko YS, Xue Y, Gaballah AH  Primary splenic lymphoma on top of intrahepatic splenosis: A unique case report.  Radiol Case Rep  2022 Aug;17(8):2850-2854. doi:10.1016/j.radcr.2022.02.064
  12. Kang CY, Duarte SE, Kim HS, Kim E, Park J, Lee AD, Kim Y, Kim L, Cho S, Oh Y  et al.  Artificial Intelligence-based Radiomics in the Era of Immuno-oncology.  Oncologist  2022 Jun 08;27(6):e471-e483. doi:10.1093/oncolo/oyac036
  13. Kelahan LC, Kim D, Soliman M, Avery RJ, Savas H, Agrawal R, Magnetta M, Liu BP, Velichko YS  Role of hepatic metastatic lesion size on inter-reader reproducibility of CT-based radiomics features.  Eur Radiol  2022 Jun;32(6):4025-4033. doi:10.1007/s00330-021-08526-0
  14. Borhani AA, Catania R, Velichko YS, Hectors S, Taouli B, Lewis S  Radiomics of hepatocellular carcinoma: promising roles in patient selection, prediction, and assessment of treatment response.  Abdom Radiol (NY)  2021 Aug;46(8):3674-3685. doi:10.1007/s00261-021-03085-w
  15. Velichko YS, Mozafarykhamseh A, Trabzonlu TA, Zhang Z, Rademaker AW, Yaghmai V  Association Between the Size and 3D CT-Based Radiomic Features of Breast Cancer Hepatic Metastasis.  Acad Radiol  2021 Apr;28(4):e93-e100. doi:10.1016/j.acra.2020.03.004
  16. Trabzonlu TA, Terrazas M, Mozaffary A, Velichko YS, Yaghmai V  Application of Iterative Metal Artifact Reduction Algorithm to CT Urography for Patients With Hip Prostheses.  AJR Am J Roentgenol  2020 Jan;214(1):137-143. doi:10.2214/AJR.19.21748
  17. Vendrami CL, Velichko YS, Miller FH, Chatterjee A, Villavicencio CP, Yaghmai V, McCarthy RJ  Differentiation of Papillary Renal Cell Carcinoma Subtypes on MRI: Qualitative and Texture Analysis.  AJR Am J Roentgenol  2018 Dec;211(6):1234-1245. doi:10.2214/AJR.17.19213
  18. Zha RH, Velichko YS, Bitton R, Stupp SI  Molecular design for growth of supramolecular membranes with hierarchical structure.  Soft Matter  2016 Feb 07;12(5):1401-10. doi:10.1039/c5sm02381e
  19. Seyal AR, Parekh K, Arslanoglu A, Gonzalez-Guindalini FD, Tochetto SM, Velichko YS, Yaghmai V  Performance of tumor growth kinetics as an imaging biomarker for response assessment in colorectal liver metastases: correlation with FDG PET.  Abdom Imaging  2015 Oct;40(8):3043-51. doi:10.1007/s00261-015-0546-1
  20. Seyal AR, Parekh K, Velichko YS, Salem R, Yaghmai V  Tumor growth kinetics versus RECIST to assess response to locoregional therapy in breast cancer liver metastases.  Acad Radiol  2014 Aug;21(8):950-7. doi:10.1016/j.acra.2014.02.015
  21. Bitton R, Chow LW, Zha RH, Velichko YS, Pashuck ET, Stupp SI  Electrostatic control of structure in self-assembled membranes.  Small  2014 Feb 12;10(3):500-5. doi:10.1002/smll.201300254
  22. Newcomb CJ, Bitton R, Velichko YS, Snead ML, Stupp SI  The role of nanoscale architecture in supramolecular templating of biomimetic hydroxyapatite mineralization.  Small  2012 Jul 23;8(14):2195-202, 2194. doi:10.1002/smll.201102150
  23. Velichko YS, Mantei JR, Bitton R, Carvajal D, Shull KR, Stupp SI  Electric Field Controlled Self-Assembly of Hierarchically Ordered Membranes.  Adv Funct Mater  2012 Jan 25;22(2):369-377
  24. Cui H, Pashuck ET, Velichko YS, Weigand SJ, Cheetham AG, Newcomb CJ, Stupp SI  Spontaneous and x-ray-triggered crystallization at long range in self-assembling filament networks.  Science  2010 Jan 29;327(5965):555-9. doi:10.1126/science.1182340
  25. Lim MM, Velichko YS, Cruz MO, Vernizzi G  Low-radii transitions in co-assembled cationic-anionic cylindrical aggregates.  J Phys Chem B  2008 May 01;112(17):5423-7. doi:10.1021/jp7105132
  26. Velichko YS, Solis FJ, Olvera de la Cruz M  Ion condensation on charged patterned surfaces.  J Chem Phys  2008 Apr 14;128(14):144706. doi:10.1063/1.2888980
  27. Capito RM, Azevedo HS, Velichko YS, Mata A, Stupp SI  Self-assembly of large and small molecules into hierarchically ordered sacs and membranes.  Science  2008 Mar 28;319(5871):1812-6. doi:10.1126/science.1154586
  28. Velichko YS, Stupp SI, de la Cruz MO  Molecular simulation study of peptide amphiphile self-assembly.  J Phys Chem B  2008 Feb 28;112(8):2326-34. doi:10.1021/jp074420n
  29. Palmer LC, Velichko YS, de la Cruz MO, Stupp SI  Supramolecular self-assembly codes for functional structures.  Philos Trans A Math Phys Eng Sci  2007 Jun 15;365(1855):1417-33
  30. Velichko YS, Olvera de la Cruz M  Electrostatic attraction between cationic-anionic assemblies with surface compositional heterogeneities.  J Chem Phys  2006 Jun 07;124(21):214705
  31. Loverde SM, Velichko YS, Olvera de la Cruz M  Competing interactions in two dimensional Coulomb systems: surface charge heterogeneities in coassembled cationic-anionic incompatible mixtures.  J Chem Phys  2006 Apr 14;124(14):144702
  32. Velichko YS, de la Cruz MO  Pattern formation on the surface of cationic-anionic cylindrical aggregates.  Phys Rev E Stat Nonlin Soft Matter Phys  2005 Oct;72(4 Pt 1):041920