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Contrastive Self-Supervised Learning for Spatio-Temporal Analysis of Lung Ultrasound Videos.

L. Chen, J. Rubin, J. Ouyang, N. Balaraju, S. Patil, C. Mehanian, S. Kulhare, R. Millin, K. Gregory, C. Gregory, M. Zhu, D. Kessler, L. Malia, A. Dessie, J. Rabiner, D. Coneybeare, B. Shopsin, A. Hersh, C. Madar, J. Shupp, L. Johnson, J. Avila, K. Dwyer, P. Weimersheimer, B. Raju, J. Kruecker, и A. Chen. ISBI, стр. 1-5. IEEE, (2023)

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Ultrasound-Based Detection of Lung Abnormalities Using Single Shot Detection Convolutional Neural Networks.S. Kulhare, X. Zheng, C. Mehanian, C. Gregory, M. Zhu, K. Gregory, H. Xie, J. Jones, и B. Wilson. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI, том 11042 из Lecture Notes in Computer Science, стр. 65-73. Springer, (2018)Deep Learning-Based Pneumothorax Detection in Ultrasound Videos.C. Mehanian, S. Kulhare, R. Millin, X. Zheng, C. Gregory, M. Zhu, H. Xie, J. Jones, J. Lazar, A. Halse и 4 other автор(ы). SUSI/PIPPI@MICCAI, том 11798 из Lecture Notes in Computer Science, стр. 74-82. Springer, (2019)Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images.C. Delahunt, R. Gebrehiwot, B. Wilson, E. Long, S. Proux, D. Gamboa, P. Chiodini, J. Carter, M. Dhorda, D. Isaboke и 15 other автор(ы). GHTC, стр. 1-8. IEEE, (2019)Weakly Semi-supervised Detector-based Video Classification with Temporal Context for Lung Ultrasound.G. Li, L. Chen, M. Zahiri, N. Balaraju, S. Patil, C. Mehanian, C. Gregory, K. Gregory, B. Raju, J. Kruecker и 1 other автор(ы). ICCV (Workshops), стр. 2475-2484. IEEE, (2023)Unsupervised ranking and characterization of differentiated clusters.L. Cazzanti, C. Mehanian, J. Penzotti, D. Scott, и O. Downs. ISI, стр. 266. IEEE, (2013)Deep learning-based image evaluation for cervical precancer screening with a smartphone targeting low resource settings - Engineering approach.L. Hu, M. Horning, D. Banik, O. Ajenifuja, C. Adepiti, K. Yeates, Z. Mtema, B. Wilson, и C. Mehanian. EMBC, стр. 1944-1949. IEEE, (2020)Invariant recognition of cluttered scenes by a self-organizing ART architecture: CORT-X boundary segmentation.G. Carpenter, S. Grossberg, и C. Mehanian. Neural Networks, 2 (3): 169-181 (1989)Money on the Table: Statistical information ignored by Softmax can improve classifier accuracy.C. Delahunt, C. Mehanian, и J. Kutz. CoRR, (2019)Automated microscopy and machine learning for expert-level malaria field diagnosis.C. Delahunt, C. Mehanian, L. Hu, S. McGuire, C. Champlin, M. Horning, B. Wilson, и C. Thompson. GHTC, стр. 393-399. IEEE, (2015)Algorithms to predict moisture content of grain using relative humidity time-series.C. Delahunt, W. Wang, S. Ghionea, A. Miller, A. Chan, A. Sehrawat, C. Mehanian, и M. Friend. GHTC, стр. 1-8. IEEE, (2020)

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