Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation

Autor: Zhang, Ling, Gopalakrishnan, Vissagan, Lu, Le, Summers, Ronald M., Moss, Joel, Yao, Jianhua

Image segmentation is a fundamental problem in medical image analysis. In recent years, deep neural networks achieve impressive performances on many medical image segmentation tasks by supervised learning on large manually annotated data. However, ex

Externí odkaz: http://arxiv.org/abs/1801.08486

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Pathogen-mediated manipulation of arthropod microbiota to promote infection.

Autor: Lei Liu, Narasimhan, Sukanya, Abraham, Nabil M., Gopalakrishnan, Vissagan, Fikrig, Erol, Jutras, Brandon Lyon, Jacobs-Wagner, Christine, Yadav, Akhilesh K., Cava, Felipe, Ansari, Juliana M., Jefferson, Kimberly K.

Publikováno v: Proceedings of the National Academy of Sciences of the United States of America; 1/31/2017, Vol. 114 Issue 5, pE781-E790, 10p

Pseudoneutropenia in lymphangioleiomyomatosis (LAM) patients receiving sirolimus: evaluation in a 100 patient cohort.

Autor: Gopalakrishnan V; Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA.; Rush Medical College, Rush University Medical Center, Chicago, IL, USA., Jones AM; Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA., Julien-Williams P; Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA., Machado T; Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA., Danner RL; Critical Care Medicine Dept, NIH Clinical Center, Bethesda, MD, USA., Swigris JJ; Division of Pulmonary, Critical Care and Sleep Medicine, National Jewish Health, Denver, CO, USA., Paine R 3rd; Division of Respiratory, Critical Care and Occupational Pulmonary Medicine, Dept of Internal Medicine, University of Utah Health Sciences Center, Salt Lake City, UT, USA., Lozier JN; Dept of Laboratory Medicine, NIH Clinical Center, Bethesda, MD, USA., Moss J; Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA.

Publikováno v: ERJ open research [ERJ Open Res] 2018 Mar 20; Vol. 4 (1). Date of Electronic Publication: 2018 Mar 20 (Print Publication: 2018).