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UNSUPERVISED AIRWAY TREE CLUSTERING WITH DEEP LEARNING: THE MULTI-ETHNIC STUDY OF ATHEROSCLEROSIS (MESA) LUNG STUDY.
Naik SN, Angelini ED, Barr RG, Allen N, Bertoni A, Hoffman EA, Manichaikul A, Pankow J, Post W, Sun Y, Watson K, Smith BM, Laine AF. Naik SN, et al. Among authors: angelini ed. Proc IEEE Int Symp Biomed Imaging. 2024 May;2024:10.1109/isbi56570.2024.10635651. doi: 10.1109/isbi56570.2024.10635651. Epub 2024 Aug 22. Proc IEEE Int Symp Biomed Imaging. 2024. PMID: 39398280
MULTI-VIEW CNN FOR TOTAL LUNG VOLUME INFERENCE ON CARDIAC COMPUTED TOMOGRAPHY.
Wysoczanski A, Angelini ED, Sun Y, Smith BM, Hoffman EA, Stukovsky K, Budoff M, Watson KE, Carr JJ, Oelsner EC, Barr RG, Laine AF. Wysoczanski A, et al. Among authors: angelini ed. Proc IEEE Int Symp Biomed Imaging. 2023 Apr;2023:10.1109/isbi53787.2023.10230821. doi: 10.1109/isbi53787.2023.10230821. Epub 2023 Sep 1. Proc IEEE Int Symp Biomed Imaging. 2023. PMID: 39410936 Free PMC article.
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling.
Zhang X, Wu Y, Angelini E, Li A, Guo J, Rasmussen JM, O'Connor TG, Wadhwa PD, Jackowski AP, Li H, Posner J, Laine AF, Wang Y. Zhang X, et al. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2024 Jun;2024:5851-5862. doi: 10.1109/cvpr52733.2024.00559. Epub 2024 Sep 16. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2024. PMID: 39479533
Associations of pulmonary microvascular blood volume with per cent emphysema and CT emphysema subtypes in the community: the MESA Lung study.
Hermann EA, Motahari A, Hoffman EA, Sun Y, Allen N, Angelini ED, Bertoni AG, Bluemke DA, Gerard SE, Guo J, Kaczka DW, Laine A, Michos E, Nagpal P, Pankow JS, Sack CS, Smith B, Stukovsky KH, Watson KE, Wysoczanski A, Barr RG. Hermann EA, et al. Among authors: angelini ed. Thorax. 2024 Nov 4:thorax-2024-222002. doi: 10.1136/thorax-2024-222002. Online ahead of print. Thorax. 2024. PMID: 39496494
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.
Mehta R, Filos A, Baid U, Sako C, McKinley R, Rebsamen M, Dätwyler K, Meier R, Radojewski P, Murugesan GK, Nalawade S, Ganesh C, Wagner B, Yu FF, Fei B, Madhuranthakam AJ, Maldjian JA, Daza L, Gómez C, Arbeláez P, Dai C, Wang S, Reynaud H, Mo Y, Angelini E, Guo Y, Bai W, Banerjee S, Pei L, Ak M, Rosas-González S, Zemmoura I, Tauber C, Vu MH, Nyholm T, Löfstedt T, Ballestar LM, Vilaplana V, McHugh H, Maso Talou G, Wang A, Patel J, Chang K, Hoebel K, Gidwani M, Arun N, Gupta S, Aggarwal M, Singh P, Gerstner ER, Kalpathy-Cramer J, Boutry N, Huard A, Vidyaratne L, Rahman MM, Iftekharuddin KM, Chazalon J, Puybareau E, Tochon G, Ma J, Cabezas M, Llado X, Oliver A, Valencia L, Valverde S, Amian M, Soltaninejad M, Myronenko A, Hatamizadeh A, Feng X, Dou Q, Tustison N, Meyer C, Shah NA, Talbar S, Weber MA, Mahajan A, Jakab A, Wiest R, Fathallah-Shaykh HM, Nazeri A, Milchenko M, Marcus D, Kotrotsou A, Colen R, Freymann J, Kirby J, Davatzikos C, Menze B, Bakas S, Gal Y, Arbel T. Mehta R, et al. J Mach Learn Biomed Imaging. 2022 Aug;2022:https://www.melba-journal.org/papers/2022:026.html. J Mach Learn Biomed Imaging. 2022. PMID: 36998700 Free PMC article.
Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.
Angelini ED, Yang J, Balte PP, Hoffman EA, Manichaikul AW, Sun Y, Shen W, Austin JHM, Allen NB, Bleecker ER, Bowler R, Cho MH, Cooper CS, Couper D, Dransfield MT, Garcia CK, Han MK, Hansel NN, Hughes E, Jacobs DR, Kasela S, Kaufman JD, Kim JS, Lappalainen T, Lima J, Malinsky D, Martinez FJ, Oelsner EC, Ortega VE, Paine R, Post W, Pottinger TD, Prince MR, Rich SS, Silverman EK, Smith BM, Swift AJ, Watson KE, Woodruff PG, Laine AF, Barr RG. Angelini ED, et al. Thorax. 2023 Nov;78(11):1067-1079. doi: 10.1136/thorax-2022-219158. Epub 2023 Jun 2. Thorax. 2023. PMID: 37268414 Free PMC article.
56 results