Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs V Gulshan, L Peng, M Coram, MC Stumpe, D Wu, A Narayanaswamy, ... jama 316 (22), 2402-2410, 2016 | 6999 | 2016 |
Using a deep learning algorithm and integrated gradients explanation to assist grading for diabetic retinopathy R Sayres, A Taly, E Rahimy, K Blumer, D Coz, N Hammel, J Krause, ... Ophthalmology 126 (4), 552-564, 2019 | 389 | 2019 |
A broadly applicable 3-D neuron tracing method based on open-curve snake Y Wang, A Narayanaswamy, CL Tsai, B Roysam Neuroinformatics 9, 193-217, 2011 | 232 | 2011 |
Assessing microscope image focus quality with deep learning SJ Yang, M Berndl, D Michael Ando, M Barch, A Narayanaswamy, ... BMC bioinformatics 19, 1-9, 2018 | 163 | 2018 |
Associative image analysis: a method for automated quantification of 3D multi-parameter images of brain tissue CS Bjornsson, G Lin, Y Al-Kofahi, A Narayanaswamy, KL Smith, W Shain, ... Journal of neuroscience methods 170 (1), 165-178, 2008 | 134 | 2008 |
Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning AV Varadarajan, P Bavishi, P Ruamviboonsuk, P Chotcomwongse, ... Nature communications 11 (1), 130, 2020 | 118 | 2020 |
The FARSIGHT trace editor: an open source tool for 3-D inspection and efficient pattern analysis aided editing of automated neuronal reconstructions J Luisi, A Narayanaswamy, Z Galbreath, B Roysam Neuroinformatics 9, 305-315, 2011 | 75 | 2011 |
Novel 4-D open-curve active contour and curve completion approach for automated tree structure extraction Y Wang, A Narayanaswamy, B Roysam CVPR 2011, 1105-1112, 2011 | 63 | 2011 |
3-D image pre-processing algorithms for improved automated tracing of neuronal arbors A Narayanaswamy, Y Wang, B Roysam Neuroinformatics 9, 219-231, 2011 | 53 | 2011 |
Robust adaptive 3-D segmentation of vessel laminae from fluorescence confocal microscope images and parallel GPU implementation A Narayanaswamy, S Dwarakapuram, CS Bjornsson, BM Cutler, W Shain, ... IEEE transactions on medical imaging 29 (3), 583-597, 2009 | 52 | 2009 |
Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts L Schiff, B Migliori, Y Chen, D Carter, C Bonilla, J Hall, M Fan, E Tam, ... Nature communications 13 (1), 1590, 2022 | 43 | 2022 |
Self-aligned Schwann cell monolayers demonstrate an inherent ability to direct neurite outgrowth AM Seggio, A Narayanaswamy, B Roysam, DM Thompson Journal of neural engineering 7 (4), 046001, 2010 | 35 | 2010 |
Evolving symbolic density functionals H Ma, A Narayanaswamy, P Riley, L Li Science Advances 8 (36), eabq0279, 2022 | 34 | 2022 |
Scientific discovery by generating counterfactuals using image translation A Narayanaswamy, S Venugopalan, DR Webster, L Peng, GS Corrado, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 25 | 2020 |
Applying deep neural network analysis to high-content image-based assays SJ Yang, SL Lipnick, NR Makhortova, S Venugopalan, M Fan, ... SLAS DISCOVERY: Advancing Life Sciences R&D 24 (8), 829-841, 2019 | 24 | 2019 |
Batch equalization with a generative adversarial network WW Qian, C Xia, S Venugopalan, A Narayanaswamy, M Dimon, ... Bioinformatics 36 (Supplement_2), i875-i883, 2020 | 17 | 2020 |
Image location through large object detection CL Robinson, A Narayanaswamy, M Zennaro US Patent 10,037,469, 2018 | 14 | 2018 |
It's easy to fool yourself: Case studies on identifying bias and confounding in bio-medical datasets S Venugopalan, A Narayanaswamy, S Yang, A Geraschenko, S Lipnick, ... arXiv preprint arXiv:1912.07661, 2019 | 10 | 2019 |
The FARSIGHT project: associative 4D/5D image analysis methods for quantifying complex and dynamic biological microenvironments B Roysam, W Shain, E Robey, Y Chen, A Narayanaswamy, CL Tsai, ... Microscopy and Microanalysis 14 (S2), 60-61, 2008 | 10 | 2008 |
Multi-temporal globally-optimal dense 3-D cell segmentation and tracking from multi-photon time-lapse movies of live tissue microenvironments A Narayanaswamy, A Merouane, A Peixoto, E Ladi, P Herzmark, ... Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data …, 2012 | 7 | 2012 |