Computational Image Analysis Laboratory: Publications

Computational Image Analysis Laboratory: Publications

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View a full listing of Computational Image Analysis Laboratory: Publications’ journal articles.

Annotated test-retest dataset of lung cancer CT scan images reconstructed at multiple imaging parameters. Zhao B, Dercle L, Yang H, Riely GJ, Kris MG, Schwartz LH. Scientific Data 2024; 11:1259 https://doi.org/10.1038/s41597-024-04085-3.

Generalizability of lesion detection and segmentation when ScaleNAS is trained on a large multi-organ dataset and validated in the liver.  Ma J, Yang H, Chou Y, Yoon J, Allison T, Komandur R, McDunn J, Tasneem A, Do RK, Schwartz LH, Zhao B. Med Phys. 2024 Nov 22. doi: 10.1002/mp.17504. Online ahead of print.

Early Readout on Overall Survival of Patients With Melanoma Treated With Immunotherapy Using a Novel Imaging Analysis.  Dercle L, Zhao B, Gönen M, Moskowitz CS, Ahmed FS, Beylergil V, Connors DE, Yang H, Lu L, Fojo T, Carvajal R, Karovic S, Maitland ML, Goldmacher GV, and Oxnard GR, Postow MA, Schwartz LH. JAMA Oncol. 2022 Mar 1;8(3):385-392. doi:10.1001/jamaoncol.2021.6818

Deep learning for the prediction of early on-treatment response in metastatic colorectal cancer from serial medical imaging. Lu L, Dercle L, Zhao B, and Schwartz LH. Nat Commun. 2021 Nov 17;12(1):6654. doi: 10.1038/s41467-021-26990-6.

Enhanced Detection of Treatment Effects on Metastatic Colorectal Cancer with Volumetric CT Measurements for Tumor Burden Growth Rate Evaluation. Maitland ML, Wilkerson J, Karovic S, Zhao B, Flynn J, Zhou M, Hilden P, Ahmed FS, Dercle L, Moskowitz CS, Tang Y, Connors DE, Adam SJ, Kelloff G, Gonen M, Fojo T, Schwartz LH, and Oxnard GR. Clin Cancer Res. 2020 Dec 15;26(24):6464-6474. doi: 10.1158/1078-0432.CCR-20-1493.

Dercle L, Zhao B, Gönen M, Moskowitz CS, Firas A, Beylergil V, Connors DE, Yang H, Lu L, Fojo T, Carvajal R, Karovic S, Maitland ML, Goldmacher GV, Oxnard GR, Postow MA, Schwartz LH. Early Readout on Overall Survival of Patients With Melanoma Treated With Immunotherapy Using a Novel Imaging Analysis. JAMA Oncol. 2022 Mar 1;8(3):385-392. doi: 10.1001/jamaoncol.2021.6818. PMID: 35050320; PMCID: PMC8778619.

Lu L, Dercle L, Zhao B, Schwartz LH. Deep learning for the prediction of early on-treatment response in metastatic colorectal cancer from serial medical imaging. Nat Commun. 2021 Nov 17;12(1):6654. doi: 10.1038/s41467-021-26990-6. PMID: 34789774; PMCID: PMC8599694.

Maitland ML, Wilkerson J, Karovic S, Zhao B, Flynn J, Zhou M, Hilden P, Ahmed FS, Dercle L, Moskowitz CS, Tang Y, Connors DE, Adam SJ, Kelloff G, Gonen M, Fojo T, Schwartz LH, Oxnard GR. Enhanced Detection of Treatment Effects on Metastatic Colorectal Cancer with Volumetric CT Measurements for Tumor Burden Growth Rate Evaluation. Clin Cancer Res. 2020 Dec 15;26(24):6464-6474. doi: 10.1158/1078-0432.CCR-20-1493. Epub 2020 Sep 28. PMID: 32988968; PMCID: PMC8170504.

Zhao B, Tan Y, Tsai WY, Qi J, Xie C, Lu L, Schwartz LH. Reproducibility of radiomics for deciphering tumor phenotype with imaging. Sci Rep. 2016 Mar 24;6:23428. doi: 10.1038/srep23428. PMID: 27009765; PMCID: PMC4806325.

Zhao B, Oxnard GR, Moskowitz CS, Kris MG, Pao W, Guo P, Rusch VM, Ladanyi M, Rizvi NA, Schwartz LH. A pilot study of volume measurement as a method of tumor response evaluation to aid biomarker development. Clin Cancer Res. 2010 Sep 15;16(18):4647-53. doi: 10.1158/1078-0432.CCR-10-0125. Epub 2010 Jun 9. PMID: 20534736; PMCID: PMC2940965.