Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images

Autor: Yan, Pingkun, Guo, Hengtao, Wang, Ge, De Man, Ruben, Kalra, Mannudeep K.

Known for its high morbidity and mortality rates, lung cancer poses a significant threat to human health and well-being. However, the same population is also at high risk for other deadly diseases, such as cardiovascular disease. Since Low-Dose CT (L

Externí odkaz: http://arxiv.org/abs/1810.08503

How Our Cells Become Our Selves: The Cellular Phylodynamic Biology of Growth and Development

Autor: Luca Citi, De Man Ruben, James S. Michaelson, Tahmid Ahmed, Neil He, William Mannherz, Ankur Tiwari, Daniel Lee, Philip Chodrow, Jessica Su, Daniel DiCorpo

Our lives begin with 1 cell, then 2, then 4, then the trillion cell adult, comprised of cell lineages, tissues, organs. How does this occur? Examination in numbers of cells, N, Cellular Phylodynamics, revealed two previously unappreciated processes:

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::156ed9eeb28bec152d85c4c19bb9dbdc
https://doi.org/10.1101/2021.09.22.461268

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Comparison of deep learning and human observer performance for lesion detection and characterization

Autor: Matej, Samuel, Metzler, Scott D., De Man, Ruben, Gang, Grace J., Li, Xin, Wang, Ge

Publikováno v: Proceedings of SPIE; May 2019, Vol. 11072 Issue: 1 p110721F-110721F-5, 996495p

A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs.

Autor: De Man R; Section of Pulmonary, Critical Care, and Sleep Medicine, Yale University School of Medicine, New Haven, CT, USA., McDonough JE; Section of Pulmonary, Critical Care, and Sleep Medicine, Yale University School of Medicine, New Haven, CT, USA., Adams TS; Section of Pulmonary, Critical Care, and Sleep Medicine, Yale University School of Medicine, New Haven, CT, USA., Manning EP; Section of Pulmonary, Critical Care, and Sleep Medicine, Yale University School of Medicine, New Haven, CT, USA.; VA Connecticut Healthcare System, West Haven, CT, USA., Myers G; Department of Pediatrics (Division of Pulmonology) and Marsico Lung Institute, University of North Carolina at Chapel Hill., Vos R; Department of Respiratory Medicine, KU Leuven, Leuven, Belgium., Ceulemans L; Department of Respiratory Medicine, KU Leuven, Leuven, Belgium., Dupont L; Department of Respiratory Medicine, KU Leuven, Leuven, Belgium., Vanaudenaerde BM; Department of Respiratory Medicine, KU Leuven, Leuven, Belgium., Wuyts WA; Department of Respiratory Medicine, KU Leuven, Leuven, Belgium., Rosas IO; Section of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, TX, USA., Hagood JS; Department of Pediatrics (Division of Pulmonology) and Marsico Lung Institute, University of North Carolina at Chapel Hill., Ambalavanan N; Division of Neonatology, Department of Pediatrics, University of Alabama at Birmingham., Niklason L; Department of Anesthesiology, Yale School of Medicine; and Humacyte Global Inc., Hansen KC; Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine, Aurora, CO, USA., Yan X; Section of Pulmonary, Critical Care, and Sleep Medicine, Yale University School of Medicine, New Haven, CT, USA., Kaminski N; Section of Pulmonary, Critical Care, and Sleep Medicine, Yale University School of Medicine, New Haven, CT, USA.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2023 Apr 19. Date of Electronic Publication: 2023 Apr 19.