Publications

2017

A. Klein, S. Gosh, F. Bao, J. Giard, Y. Haeme, E. Stavsky, Noah Lee, B. Rossa, M. Reuter, E. Neto, A. Keshavan: Mindblogging morphometry of human brains. PLOS Computational Biology, Feb 2017.

2013

B. Ong, Noah Lee, W. Lee, E. Pearce, S. Sivaprasad, C. Klaver, R. Smith, N. Chong: Optimisation of an automated drusen-quantifying software for the analysis of drusen distribution in patients with age-related macular degeneration. Eye (London, England). 27: 554-60.

F. Wang, Noah Lee, J. Hu, J. Sun, S. Ebadollahi, A. Laine: A framework for mining signatures from event sequences and its applications in healthcare data, 2013 TPAMI.

2012

F. Wang, Noah Lee, J. Hu, J. Sun, S. Ebadollahi: Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. 2012, KDD.

2011

F. Wang, Noah Lee, J. Sun J. Hu, S. Ebadollahi: Automatic group sparse coding, 2011 AAAI.

Noah Lee, A. Laine, J. Hu, F. Wang, J. Sun, S. Ebadollahi: Mining electronic medical records to explore the linkage between healthcare resource utilization and disease severity in diabetic patients. 2011, HISB.

Noah Lee, A. Laine, A. Klein: Towards a deep learning approach to brain parcellation, 2011 ISBI.

A. Fawzi, Noah Lee, J. Acton, A. Laine, R. Smith: Recovery of macular pigment spectrum in vivo using hyperspectral image analysis, J Biomed Opt 2011 Oct;16(10):106008.

2010

J. Chen, J. Tian, Noah Lee, J. Zheng, R. Smith, A. Laine: A partial intensity invariant feature descriptor for multimodal retinal image registration, IEEE Trans Biomed Eng 2010 Jul 18;57(7):1707-18. Epub 2010 Feb 18.

R. Smith, M. Sohrab, N. Pumariega, Y. Chen, J. Chen, Noah Lee, A. Laine: Dynamic soft drusen remodeling in age-related macular degeneration, Br J Ophthalmol 2010 Dec 7;94(12):1618-23.

2009

Noah Lee, A. F. Laine, G. Marquez, J. Levsky, J. Gohagan, Potential of computer aided diagnosis to improve CT lung cancer screening, Reviews of Biomedical Engineering, to appear, 2009.

Noah Lee, J. Caban, S. Ebadollahi, A. F. Laine, Interactive Segmentation in Multi-Modal Medical Imagery using a Bayesian Transductive Learning Approach, Proceeding of SPIE Medical Imaging, Florida, U.S.A, vol. 7260, 72601W, 2009.

R.T. Smith, N.L. Gomes, G. Barile, M. Busuioc, Noah Lee, A.F. Laine, Lipofuscin & Autofluorescence Metrics in progressive STGD, Invest. Ophthalmol. Vis. Sci., doi:10.1167/iovs. 08-2448, 2009.

Noah Lee, A.F. Laine, S. Ebadollahi, R.L. DeLaPaz, Bayesian Transduction and Markov Conditional Mixtures for Spatiotemporal Interactive Segmentation, Proceedings of 4th International IEEE EMBS Conference on Neural Engineering, 2009.

Noah Lee, A.F. Laine, R.T. Smith, Bayesian Transductive Markov Random Fields for Interactive Segmentation in Retinal Disorders, Proceedings of 11th International Congress of Medical Physics and Biomedical Engineering, 2009.

J. Caban, Noah Lee, S. Ebadollahi, A. F. Laine, Concept detection in longitudinal brain MR images using multi-modal cues, Proceeding of 6th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 2009.

N.M. Pumariega, M.A. Sohrab, J.Chen, Noah Lee, A. Laine, R. T. Smith1, Multimodal Image Registration Using the Fully Automated Harris-Invariant Feature Descriptor Scientific Poster, Association for Research in Vision and Ophthalmology, Fort Lauderdale, 5/2009.

M. Busuioc, R.T. Smith, R.P. Post, J. Chen, N. Lee, J. Shi, A. Laine. User Interactive Retinal Image Analysis: Realizing the Practical Digital Promise Scientific Poster, Association for Research in Vision and Ophthalmology, Fort Lauderdale, 5/2009.

Smith RT, Sajda P, Fawzi AA, Kashani A, Lee Noah, Bearman G, Wilson D,JohnsonB, Martin G, Humayun M, Drusen Spectral Signatures via Unsupervised Spectral Unmixing of Snapshot Hyperspectral Images, Scientific Paper, International symposium for Imaging in the Eye, Fort Lauderdale, April 2009.

R. T. Smith, N. Gomes, M. Busuioc, Noah Lee, A. Laine, Autofluorescence image analysis in age-related macular degeneration (AMD) and stargardt disease (STGD) , IEEE Signal Processing Society, Asilomar Conference on Signals, Systems and Computers, pp. 651-654, 2008.

2008

Noah Lee, R. T. Smith, A. F. Laine, Interactive Segmentation for Geographic Atrophy in Retinal Fundus. Images, Proceedings of Asilomar Conference on Signals, Systems and Computers, IEEE Signal Processing Society, pp. 655-658, 2008

Noah Lee, A. F. Laine, T. R. Smith, Coarse to Fine Segmentation of stargardt rings using an expert guided dual ellipse model, Proceeding of 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), pp. 2250-2253, Vancouver, Canada, 2008.

R.T.Smith, M. Busuioc, Noah Lee, A. F. Laine, Autofluorescence metrics in stargardt disease, Association for Research in Vision and Ophthalmology (ARVO), 2008.

M. Busuioc, R.T. Smith, Noah Lee, Ontologies used in a Clinical database for controlled field entries, Association for Research in Vision and Ophthalmology (ARVO), 2008.

R. T. Smith, G. Barile, N. Gomes, M. Busuioc, Noah Lee, A. Laine. Lipofuscin and Autofluorescence Metrics in Progressive Stargardt Disease. World Ophthalmology Conference, Hong Kong, Scientific Poster, July 2008.

Noah Lee, A. F. Laine, R. T. Smith, Learning Non-Homogenous. Textures and the unlearning problem with application to drusen detection in retinal images, Proceeding of 5th IEEE International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, pp. 1215-1218, 2008.

Noah Lee, H. Tek, A. F. Laine, True-False Lumen Segmentation of Aortic Dissection using Multi-Scale Wavelet Analysis and Generative-Discriminative Model Matching, Proceedings of the SPIE, Medical Imaging, vol. 6915, pp. 69152V-69152V-11, 2008.

R.T. Smith, G. Barile, N. Gomes, M. Busuioc, R. Allikmets, Noah Lee, A. F. Laine, Lipofuscin and Autofluorescence Metrics in Progressive Stargardt Disease, Proceedings of the Association for Research in Vision and Ophthalmology (ARVO), 2008.

2007

Noah Lee, A. Laine, R. Theodore Smith, A hybrid segmentation approach for geographic atrophy in fundus. auto-fluorescence images for diagnosis of age-related macular degeneration, Proceedings of 29th Annual International Conference of the IEEE, Engineering in Medicine and Biology Society (EMBS), 2007.

Noah Lee, A. F. Laine, R. T. Smith, M. Busuioc, Retinal vessel segmentation using multi-scale wavelet frame analysis, The Association for Research in Vision and Ophthalmology (ARVO) , 2007.

M. Busuioc, R.T. Smith, Noah Lee, R. Allikmets, Database for correlation of demographic, clinical photo documentation and genetic data, Association for Research in Vision and Ophthalmology (ARVO), 2007.

R.T. Smith, M. Busuioc, Noah Lee, A.F. Laine, S. Schmitz-Valckenberg, F.G. Holz, Autofluorescence and Geographic Atrophy, Association for Research in Vision and Ophthalmology (ARVO), 2007.

2006

M. Busuioc, J. Koniarek, J. Chan, Noah Lee, S. Du, R.T. Smith, Image Registration and Supervised Automatic Drusen Segmentation for use in Clinical Studies, Association for Research in Vision and Ophthalmology (ARVO), 2006.

Noah Lee, M. Rasch, Tangential curved planar reformation for topological and orientation invariant visualization of vascular trees, Proceedings of the 28th Annual International Conference IEEE Engineering in Medicine and Biology Society (EMBS), pp. 1073-1076, New York City, U.S.A., 2006.

Noah Lee, A. F. Laine, R. T. Smith, I. Barbazetto, M. Busuioc, Level set segmentation of geographic atrophy in macular autofluorescence images, The Association for Research in Vision and Ophthalmology (ARVO), 2006.

Noah Lee, M. Rasch, Projective reformation for topological and rotation invariant visualization of vascular trees, World Congress on Medical Physics and Biomedical Engineering, 2006.

M. Busuioc, J. Koniarek, J. Chan, Noah Lee, S. Du, R.T. Smith. Ophthalmology & Biomedical Engineering, Columbia University. Image Registration and Supervised Automatic Drusen Segmentation for Use in Clinical Studies. Scientific Poster, Association for Research in Vision and Ophthalmology, Fort Lauderdale, 5/2006.