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Artificial intelligence and machine learning for early detection and diagnosis of colorectal cancer in sub-Saharan Africa.
Waljee AK, Weinheimer-Haus EM, Abubakar A, Ngugi AK, Siwo GH, Kwakye G, Singal AG, Rao A, Saini SD, Read AJ, Baker JA, Balis U, Opio CK, Zhu J, Saleh MN. Waljee AK, et al. Among authors: rao a. Gut. 2022 Jul;71(7):1259-1265. doi: 10.1136/gutjnl-2022-327211. Epub 2022 Apr 13. Gut. 2022. PMID: 35418482 Free PMC article. Review. No abstract available.
Machine and deep learning methods for radiomics.
Avanzo M, Wei L, Stancanello J, Vallières M, Rao A, Morin O, Mattonen SA, El Naqa I. Avanzo M, et al. Among authors: rao a. Med Phys. 2020 Jun;47(5):e185-e202. doi: 10.1002/mp.13678. Med Phys. 2020. PMID: 32418336 Free PMC article. Review.
Unsupervised machine learning for identifying important visual features through bag-of-words using histopathology data from chronic kidney disease.
Lee J, Warner E, Shaikhouni S, Bitzer M, Kretzler M, Gipson D, Pennathur S, Bellovich K, Bhat Z, Gadegbeku C, Massengill S, Perumal K, Saha J, Yang Y, Luo J, Zhang X, Mariani L, Hodgin JB, Rao A; C-PROBE Study. Lee J, et al. Among authors: rao a. Sci Rep. 2022 Mar 22;12(1):4832. doi: 10.1038/s41598-022-08974-8. Sci Rep. 2022. PMID: 35318420 Free PMC article.
Machine learning and modeling: Data, validation, communication challenges.
El Naqa I, Ruan D, Valdes G, Dekker A, McNutt T, Ge Y, Wu QJ, Oh JH, Thor M, Smith W, Rao A, Fuller C, Xiao Y, Manion F, Schipper M, Mayo C, Moran JM, Ten Haken R. El Naqa I, et al. Among authors: rao a. Med Phys. 2018 Oct;45(10):e834-e840. doi: 10.1002/mp.12811. Epub 2018 Aug 24. Med Phys. 2018. PMID: 30144098 Free PMC article.
Mathematical Modeling of the Metastatic Colorectal Cancer Microenvironment Defines the Importance of Cytotoxic Lymphocyte Infiltration and Presence of PD-L1 on Antigen Presenting Cells.
Lazarus J, Oneka MD, Barua S, Maj T, Lanfranca MP, Delrosario L, Sun L, Smith JJ, D'Angelica MI, Shia J, Fang JM, Shi J, Di Magliano MP, Zou W, Rao A, Frankel TL. Lazarus J, et al. Among authors: rao a. Ann Surg Oncol. 2019 Sep;26(9):2821-2830. doi: 10.1245/s10434-019-07508-3. Epub 2019 Jun 27. Ann Surg Oncol. 2019. PMID: 31250346 Free PMC article.
Combination of a Big Data Analytics Resource System With an Artificial Intelligence Algorithm to Identify Clinically Actionable Radiation Dose Thresholds for Dysphagia in Head and Neck Patients.
Mayo CS, Mierzwa M, Moran JM, Matuszak MM, Wilkie J, Sun G, Yao J, Weyburn G, Anderson CJ, Owen D, Rao A. Mayo CS, et al. Among authors: rao a. Adv Radiat Oncol. 2020 Jan 12;5(6):1296-1304. doi: 10.1016/j.adro.2019.12.007. eCollection 2020 Nov-Dec. Adv Radiat Oncol. 2020. PMID: 33305091 Free PMC article.
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor-Infiltrating Lymphocytes in Invasive Breast Cancer.
Le H, Gupta R, Hou L, Abousamra S, Fassler D, Torre-Healy L, Moffitt RA, Kurc T, Samaras D, Batiste R, Zhao T, Rao A, Van Dyke AL, Sharma A, Bremer E, Almeida JS, Saltz J. Le H, et al. Among authors: rao a. Am J Pathol. 2020 Jul;190(7):1491-1504. doi: 10.1016/j.ajpath.2020.03.012. Epub 2020 Apr 8. Am J Pathol. 2020. PMID: 32277893 Free PMC article.
5,931 results