Katz S - Search Results

1

Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects.

Horng H, Singh A, Yousefi B, Cohen EA, Haghighi B, Katz S, Noël PB, Shinohara RT, Kontos D. Horng H, et al. Among authors: katz s. Sci Rep. 2022 Mar 16;12(1):4493. doi: 10.1038/s41598-022-08412-9. Sci Rep. 2022. PMID: 35296726 Free PMC article.

2

Machine learning highlights the deficiency of conventional dosimetric constraints for prevention of high-grade radiation esophagitis in non-small cell lung cancer treated with chemoradiation.

Luna JM, Chao HH, Shinohara RT, Ungar LH, Cengel KA, Pryma DA, Chinniah C, Berman AT, Katz SI, Kontos D, Simone CB 2nd, Diffenderfer ES. Luna JM, et al. Among authors: katz si. Clin Transl Radiat Oncol. 2020 Mar 24;22:69-75. doi: 10.1016/j.ctro.2020.03.007. eCollection 2020 May. Clin Transl Radiat Oncol. 2020. PMID: 32274426 Free PMC article.

3

Radiomics: A Path Forward to Predict Immunotherapy Response in Non-Small Cell Lung Cancer.

Yousefi B, Katz SI, Roshkovan L. Yousefi B, et al. Radiol Artif Intell. 2020 Sep 30;2(5):e200075. doi: 10.1148/ryai.2020200075. eCollection 2020 Sep. Radiol Artif Intell. 2020. PMID: 33939781 Free PMC article. No abstract available.

4

Combining radiomic phenotypes of non-small cell lung cancer with liquid biopsy data may improve prediction of response to EGFR inhibitors.

Yousefi B, LaRiviere MJ, Cohen EA, Buckingham TH, Yee SS, Black TA, Chien AL, Noël P, Hwang WT, Katz SI, Aggarwal C, Thompson JC, Carpenter EL, Kontos D. Yousefi B, et al. Among authors: katz si. Sci Rep. 2021 May 11;11(1):9984. doi: 10.1038/s41598-021-88239-y. Sci Rep. 2021. PMID: 33976268 Free PMC article.

5

Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs.

Bounias D, Singh A, Bakas S, Pati S, Rathore S, Akbari H, Bilello M, Greenberger BA, Lombardo J, Chitalia RD, Jahani N, Gastounioti A, Hershman M, Roshkovan L, Katz SI, Yousefi B, Lou C, Simpson AL, Do RKG, Shinohara RT, Kontos D, Nikita K, Davatzikos C. Bounias D, et al. Among authors: katz si. Appl Sci (Basel). 2021 Aug 2;11(16):7488. doi: 10.3390/app11167488. Epub 2021 Aug 15. Appl Sci (Basel). 2021. PMID: 34621541 Free PMC article.

6

Impact of Interobserver Variability in Manual Segmentation of Non-Small Cell Lung Cancer (NSCLC) Applying Low-Rank Radiomic Representation on Computed Tomography.

Hershman M, Yousefi B, Serletti L, Galperin-Aizenberg M, Roshkovan L, Luna JM, Thompson JC, Aggarwal C, Carpenter EL, Kontos D, Katz SI. Hershman M, et al. Cancers (Basel). 2021 Nov 28;13(23):5985. doi: 10.3390/cancers13235985. Cancers (Basel). 2021. PMID: 34885094 Free PMC article.

7

Radiomic Phenotypes for Improving Early Prediction of Survival in Stage III Non-Small Cell Lung Cancer Adenocarcinoma after Chemoradiation.

Luna JM, Barsky AR, Shinohara RT, Roshkovan L, Hershman M, Dreyfuss AD, Horng H, Lou C, Noël PB, Cengel KA, Katz S, Diffenderfer ES, Kontos D. Luna JM, et al. Among authors: katz s. Cancers (Basel). 2022 Jan 29;14(3):700. doi: 10.3390/cancers14030700. Cancers (Basel). 2022. PMID: 35158971 Free PMC article.

8

Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy.

Singh A, Horng H, Roshkovan L, Weeks JK, Hershman M, Noël P, Luna JM, Cohen EA, Pantalone L, Shinohara RT, Bauml JM, Thompson JC, Aggarwal C, Carpenter EL, Katz SI, Kontos D. Singh A, et al. Sci Rep. 2022 Jun 15;12(1):9993. doi: 10.1038/s41598-022-14160-7. Sci Rep. 2022. PMID: 35705618 Free PMC article.

9

State of the art: radiomics and radiomics-related artificial intelligence on the road to clinical translation.

Majumder S, Katz S, Kontos D, Roshkovan L. Majumder S, et al. Among authors: katz s. BJR Open. 2023 Dec 12;6(1):tzad004. doi: 10.1093/bjro/tzad004. eCollection 2024 Jan. BJR Open. 2023. PMID: 38352179 Free PMC article. Review.

10

Preliminary Assessment of an Optical Flow Method (OFM) for Nonrigid Registration and Temporal Subtraction (TS) of Serial CT Examinations to Facilitate Evaluation of Interval Change in Metastatic Lung Nodules.

Galperin-Aizenberg M, Katz S, Shankla V, Wileyto EP, Gefter W, Dougherty L, Torigian DA, Barbosa E Jr. Galperin-Aizenberg M, et al. Among authors: katz s. Curr Probl Diagn Radiol. 2021 May-Jun;50(3):344-350. doi: 10.1067/j.cpradiol.2020.02.005. Epub 2020 Mar 2. Curr Probl Diagn Radiol. 2021. PMID: 32249018

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