| Integration of spatial and spectral information by means of unsupervised extraction and classification for homogenous objects applied to multispectral and hyperspectral data LO Jiménez, JL Rivera-Medina, E Rodríguez-Díaz, E Arzuaga-Cruz, ... IEEE Transactions on Geoscience and Remote Sensing 43 (4), 844-851, 2005 | 125 | 2005 |
| Using Infrared Spectroscopy and Multivariate Analysis to Detect Antibiotics’ Resistant Escherichia coli Bacteria U Sharaha, E Rodriguez-Diaz, K Riesenberg, IJ Bigio, M Huleihel, ... Analytical Chemistry 89 (17), 8782-8790, 2017 | 88 | 2017 |
| Detection of antibiotic resistant Escherichia Coli bacteria using infrared microscopy and advanced multivariate analysis A Salman, U Sharaha, E Rodriguez-Diaz, E Shufan, K Riesenberg, ... Analyst 142 (12), 2136-2144, 2017 | 62 | 2017 |
| Real-time artificial intelligence–based histologic classification of colorectal polyps with augmented visualization E Rodriguez-Diaz, G Baffy, WK Lo, H Mashimo, G Vidyarthi, ... Gastrointestinal Endoscopy 93 (3), 662-670, 2021 | 50 | 2021 |
| A MATLAB toolbox for hyperspectral image analysis E Arzuaga-Cruz, LO Jimenez-Rodriguez, M Velez-Reyes, D Kaeli, ... IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium …, 2004 | 35 | 2004 |
| Detection of Extended-Spectrum β-Lactamase-Producing Escherichia coli Using Infrared Microscopy and Machine-Learning Algorithms U Sharaha, E Rodriguez-Diaz, O Sagi, K Riesenberg, I Lapidot, Y Segal, ... Analytical chemistry 91 (3), 2525-2530, 2019 | 33 | 2019 |
| The color of cancer: Margin guidance for oral cancer resection using elastic scattering spectroscopy GA Grillone, Z Wang, GP Krisciunas, AC Tsai, VR Kannabiran, RW Pistey, ... The Laryngoscope 127, S1-S9, 2017 | 33 | 2017 |
| Endoscopic histological assessment of colonic polyps by using elastic scattering spectroscopy E Rodriguez-Diaz, Q Huang, SR Cerda, MJ O’Brien, IJ Bigio, SK Singh Gastrointestinal endoscopy 81 (3), 539-547, 2015 | 33 | 2015 |
| Elastic light-scattering spectroscopy for discrimination of benign from malignant disease in thyroid nodules H Suh, O A’amar, E Rodriguez-Diaz, S Lee, I Bigio, JE Rosen Annals of surgical oncology 18 (5), 1300-1305, 2011 | 32 | 2011 |
| Integrated optical tools for minimally invasive diagnosis and treatment at gastrointestinal endoscopy E Rodriguez-Diaz, IJ Bigio, SK Singh Robotics and computer-integrated manufacturing 27 (2), 249-256, 2011 | 32 | 2011 |
| Fast and reliable determination of Escherichia coli susceptibility to antibiotics: Infrared microscopy in tandem with machine learning algorithms U Sharaha, E Rodriguez‐Diaz, O Sagi, K Riesenberg, A Salman, IJ Bigio, ... Journal of biophotonics 12 (7), e201800478, 2019 | 30 | 2019 |
| Spectral classifier design with ensemble classifiers and misclassification-rejection: application to elastic-scattering spectroscopy for detection of colonic neoplasia E Rodriguez-Diaz, DA Castanon, SK Singh, IJ Bigio Journal of biomedical optics 16 (6), 067009-067009-16, 2011 | 28 | 2011 |
| Comparison of elastic scattering spectroscopy with histology in ex vivo prostate glands: potential application for optically guided biopsy and directed treatment OM A’amar, L Liou, E Rodriguez-Diaz, A De las Morenas, IJ Bigio Lasers in medical science 28 (5), 1323-1329, 2013 | 24 | 2013 |
| Optical Spectroscopy as a Method for Skin Cancer Risk Assessment E Rodriguez‐Diaz, D Manolakos, H Christman, MA Bonning, JK Geisse, ... Photochemistry and photobiology 95 (6), 1441-1445, 2019 | 23 | 2019 |
| Preoperative discrimination of benign from malignant disease in thyroid nodules with indeterminate cytology using elastic light-scattering spectroscopy JE Rosen, H Suh, NJ Giordano, OM A’amar, E Rodriguez-Diaz, II Bigio, ... IEEE Transactions on Biomedical Engineering 61 (8), 2336-2340, 2013 | 20 | 2013 |
| Elastic scattering spectroscopy as an optical marker of inflammatory bowel disease activity and subtypes E Rodriguez-Diaz, C Atkinson, LI Jepeal, A Berg, CS Huang, SR Cerda, ... Inflammatory bowel diseases 20 (6), 1029-1036, 2014 | 18 | 2014 |
| Computer-assisted assessment of colonic polyp histopathology using probe-based confocal laser endomicroscopy P Taunk, CD Atkinson, D Lichtenstein, E Rodriguez-Diaz, SK Singh International journal of colorectal disease 34 (12), 2043-2051, 2019 | 14 | 2019 |
| Classification techniques for medical diagnostics using optical spectroscopy I Bigio, E Rodriguez-Diaz, D Castanon US Patent 9,072,428, 2015 | 11 | 2015 |
| 422 Computer-Assisted Image Interpretation of Volumetric Laser Endomicroscopy in Barrett's Esophagus E Rodriguez-Diaz, SK Singh Gastroenterology 148 (4), S-91-S-92, 2015 | 9 | 2015 |
| Use of an elastic-scattering spectroscopy and artificial intelligence device in the assessment of lesions suggestive of skin cancer: A comparative effectiveness study D Manolakos, G Patrick, JK Geisse, H Rabinovitz, K Buchanan, P Hoang, ... JAAD international 14, 52-58, 2024 | 8 | 2024 |
Irving BigioProfessor of Biomedical Engineering, Boston UniversityVerified email at bu.edu
