LilyHPengMDPhD

PubMed

• 217 citations
  Deep learning in ophthalmology: The technical and clinical considerations.
  Daniel Shu Wei Ting, Lily Peng, Avinash V. Varadarajan, Pearse A. Keane, Philippe Burlina, Michael F. Chiang, Leopold Schmetterer, Louis R. Pasquale, Neil M. Bressler,...> ;Progress in Retinal and Eye Research. 2019 Sep 1
• 704 citations
  End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography
  Diego Ardila, Atilla Peter Kiraly, Sujeeth Bharadwaj, Bokyung Choi, Joshua J. Reicher, Lily Peng, Daniel Tse, Mozziyar Etemadi, Wenxing Ye, Greg S. Corrado, David P. N...> ;Nature Medicine. 2019 May 20
• 98 citations
  How to develop machine learning models for healthcare.
  Po-Hsuan Cameron Chen, Yun Liu, Lily Peng> ;Nature Materials. 2019 May 1
• 129 citations
  Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy.
  Rory Sayres, Ankur Taly, Ehsan Rahimy, Katy Blumer, David Coz, Naama Hammel, Jonathan Krause, Arunachalam Narayanaswamy, Zahra Rastegar, Derek Wu, Shawn Xu, Scott Barb...> ;Ophthalmology. 2019 Apr 1
• 2 citations
  Spotting brain bleeding after sparse training.
  Michael Muelly, Lily Peng> ;Nature Biomedical Engineering. 2019 Mar 1
• 514 citations
  Artificial intelligence and deep learning in ophthalmology
  Daniel Shu Wei Ting, Louis R. Pasquale, Lily Peng, John P. Campbell, Aaron Y. Lee, Rajiv Raman, Gavin Tan, Leopold Schmetterer, Pearse A. Keane, Tien Yin Wong> ;The British Journal of Ophthalmology. 2019 Feb 1
• Deep Learning for Predicting Refractive Error From Retinal Fundus Images.
  Varadarajan, A. V.,Poplin, R.,Blumer, K.,Angermueller, C.,Ledsam, J.,Chopra, R.,Keane, P. A.,Corrado, G. S.,Peng, L.,Webster, D. R.> ;Invest. Ophthalmol. Vis. Sci.. 2018 Jul 20
• 207 citations
  Grader Variability and the Importance of Reference Standards for Evaluating Machine Learning Models for Diabetic Retinopathy
  Jonathan Krause, Varun Gulshan, Ehsan Rahimy, Peter Karth, Kasumi Widner, Greg S. Corrado, Lily Peng, Dale R. Webster> ;Ophthalmology. 2018 Mar 12
• Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning.
  Poplin, R.,Varadarajan, A. V.,Blumer, K.,Liu, Y.,McConnell, M. V.,Corrado, G. S.,Peng, L.,Webster, D. R.> ;Nat Biomed Eng. 2019 Apr 25
• 16 citations
  What Makes a Top Research Medical School? A Call for a New Model to Evaluate Academic Physicians and Medical School Performance
  Matthew J. Goldstein, Mitchell R. Lunn, Lily Peng> ;Academic Medicine. 2015 May 1
• 179 citations
  Combined targeting of MEK and PI3K/mTOR effector pathways is necessary to effectively inhibit NRAS mutant melanoma in vitro and in vivo
  Christian Posch, Homayoun Moslehi, Luzviminda Feeney, Gary A. Green, Anoosheh Ebaee, V. Feichtenschlager, Kim Chong, Lily Peng, Michelle Dimon, Tom L. Phillips, Adil D...> ;Proceedings of the National Academy of Sciences of the United States of America. 2013 Mar 5
• 38 citations
  Collagen fibril diameter and alignment promote the quiescent keratocyte phenotype.
  Lalitha Muthusubramaniam, Lily Peng, Tatiana S. Zaitseva, Michael V. Paukshto, George R. Martin, Tejal A. Desai> ;Journal of Biomedical Materials Research. Part A. 2012 Mar 1
• 45 citations
  Whole genome expression analysis reveals differential effects of TiO2 nanotubes on vascular cells.
  Lily Peng, Andrea J. Barczak, Rebecca Barbeau, Yuanyuan Xiao, Thomas J. LaTempa, Craig A. Grimes, Tejal A. Desai> ;Nano Letters. 2010 Jan 1
• 102 citations
  Long-Term Small Molecule and Protein Elution from TiO2 Nanotubes
  Lily Peng, Adam D. Mendelsohn, Thomas J LaTempa, Sorachon Yoriya, Craig A. Grimes, Tejal A. Desai> ;Nano Letters. 2009 Mar 26
• 129 citations
  The effect of TiO2 nanotubes on endothelial function and smooth muscle proliferation
  Lily Peng, Matthew Eltgroth, Thomas J. LaTempa, Craig A. Grimes, Tejal A. Desai> ;Biomaterials. 2009 Mar 1
• 36 citations
  Contractility-dependent modulation of cell proliferation and adhesion by microscale topographical cues.
  Rahul G. Thakar, Matthew G. Chown, Anuj A. Patel, Lily Peng, Sanjay Kumar, Tejal A. Desai> ;Small. 2008 Sep 1
• 10 citations
  Microtubule-associated protein 8 contains two microtubule binding sites.
  Jianqing Ding, Angela Valle, Elizabeth Allen, Wei Wang, Timothy Nardine, Yingjiu Zhang, Lily Peng, Yanmin Yang> ;Biochemical and Biophysical Research Communications. 2006 Jan 6
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Lectures

• Main Stage: Artificial Intelligence and its Role in Reducing Administrative Burden, and Improved Patient Care