Automated diagnosis of myositis from muscle ultrasound: exploring the use of machine learning and deep learning methods P Burlina, S Billings, N Joshi, J Albayda PloS one 12 (8), e0184059, 2017 | 134 | 2017 |
Iterative most-likely point registration (IMLP): A robust algorithm for computing optimal shape alignment SD Billings, EM Boctor, RH Taylor PloS one 10 (3), e0117688, 2015 | 94 | 2015 |
Automated detection of erythema migrans and other confounding skin lesions via deep learning PM Burlina, NJ Joshi, E Ng, SD Billings, AW Rebman, JN Aucott Computers in biology and medicine 105, 151-156, 2019 | 67 | 2019 |
System for robot-assisted real-time laparoscopic ultrasound elastography S Billings, N Deshmukh, HJ Kang, R Taylor, EM Boctor Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and …, 2012 | 51 | 2012 |
Generalized iterative most likely oriented-point (G-IMLOP) registration S Billings, R Taylor International journal of computer assisted radiology and surgery 10, 1213-1226, 2015 | 49 | 2015 |
Iterative most likely oriented point registration S Billings, R Taylor Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014 | 48 | 2014 |
Pattern of muscle involvement in inclusion body myositis: a sonographic study J Albayda, L Christopher-Stine, CO Bingham Iii, JJ Paik, E Tiniakou, ... Clinical and experimental rheumatology 36 (6), 996, 2018 | 34 | 2018 |
Programmable multispectral illumination system for surgery and visualization of light-sensitive tissues RH Taylor, SD Billings, PL Gehlbach, GD Hager, JT Handa, JU Kang, ... US Patent 9,320,428, 2016 | 30 | 2016 |
The deformable most-likely-point paradigm A Sinha, SD Billings, A Reiter, X Liu, M Ishii, GD Hager, RH Taylor Medical image analysis 55, 148-164, 2019 | 19 | 2019 |
Deep embeddings for novelty detection in myopathy P Burlina, N Joshi, S Billings, IJ Wang, J Albayda Computers in biology and medicine 105, 46-53, 2019 | 18 | 2019 |
Elastography using multi-stream GPU: an application to online tracked ultrasound elastography, in-vivo and the da Vinci surgical system NP Deshmukh, HJ Kang, SD Billings, RH Taylor, GD Hager, EM Boctor PloS one 9 (12), e115881, 2014 | 16 | 2014 |
Object recognition and presentation for the visually impaired DM Rollend, PM Burlina, KD Katyal, KC Wolfe, SD Billings, CJ Costello US Patent 10,265,218, 2019 | 15 | 2019 |
Anatomically constrained video-ct registration via the v-imlop algorithm SD Billings, A Sinha, A Reiter, S Leonard, M Ishii, GD Hager, RH Taylor Medical Image Computing and Computer-Assisted Intervention-MICCAI 2016: 19th …, 2016 | 13 | 2016 |
Face detection, augmentation, spatial cueing and clutter reduction for the visually impaired DM Rollend, KD Katyal, KC Wolfe, DM Kleissas, MP Para, PE Rosendall, ... US Patent 10,013,599, 2018 | 12 | 2018 |
Minimally invasive registration for computer-assisted orthopedic surgery: combining tracked ultrasound and bone surface points via the P-IMLOP algorithm S Billings, HJ Kang, A Cheng, E Boctor, P Kazanzides, R Taylor International journal of computer assisted radiology and surgery 10, 761-771, 2015 | 12 | 2015 |
Skin image analysis for erythema migrans detection and automated lyme disease referral P Burlina, N Joshi, E Ng, S Billings, A Rebman, J Aucott OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy …, 2018 | 9 | 2018 |
Active multispectral illumination and image fusion for retinal microsurgery R Sznitman, S Billings, D Rother, D Mirota, Y Yang, J Handa, P Gehlbach, ... Information Processing in Computer-Assisted Interventions: First …, 2010 | 9 | 2010 |
Sequential epiretinal stimulation improves discrimination in simple shape discrimination tasks only B Christie, R Sadeghi, A Kartha, A Caspi, FV Tenore, RL Klatzky, ... Journal of neural engineering 19 (3), 036033, 2022 | 7 | 2022 |
Embedded clutter reduction and face detection algorithms for a visual prosthesis DM Rollend, PE Rosendall, KC Wolfe, DM Kleissas, SD Billings, JM Oben, ... 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 6 | 2016 |
Unsupervised deep novelty detection: Application to muscle ultrasound and myositis screening P Burlina, N Joshi, S Billings, IJ Wang, J Albayda 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 5 | 2019 |