Recent Advances in 3D SEM Surface Reconstruction AP Tafti, AB Kirkpatrick, Z Alavi, HA Owen, Z Yu Micron 78, 54-66, 2015 | 129 | 2015 |
Big Data Machine Learning using Apache Spark MLlib M Assefi, E Behravesh, G Liu, AP Tafti Big Data (Big Data), 2017 IEEE International Conference on, 3492-3498, 2017 | 125 | 2017 |
Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records Y Wang, Y Zhao, TM Therneau, EJ Atkinson, AP Tafti, N Zhang, S Amin, ... Journal of Biomedical Informatics, 2019 | 114 | 2019 |
OCR as a service: an experimental evaluation of Google Docs OCR, Tesseract, ABBYY FineReader, and Transym AP Tafti, A Baghaie, M Assefi, HR Arabnia, Z Yu, P Peissig Advances in Visual Computing: 12th International Symposium, ISVC 2016, Las …, 2016 | 105 | 2016 |
Adverse Drug Event Discovery Using Biomedical Literature: A Big Data Neural Network Adventure AP Tafti, J Badger, E LaRose, E Shirzadi, A Mahnke, J Mayer, Z Ye, ... JMIR Medical Informatics 5, e51, 2017 | 60 | 2017 |
Cellular automata in image processing and geometry P Rosin, A Adamatzky, X Sun Springer International Publishing, 2014 | 59 | 2014 |
SparkText: Biomedical Text Mining on Big Data Framework Z Ye, AP Tafti, KY He, K Wang, MM He PLOS ONE 11 (9), e0162721, 2016 | 55 | 2016 |
MCIndoor20000: a fully-labeled image dataset to advance indoor objects detection FS Bashiri, E LaRose, P Peissig, AP Tafti Data in Brief 17, 71-75, 2018 | 51 | 2018 |
3DSEM++: adaptive and intelligent 3D SEM surface reconstruction AP Tafti, JD Holz, A Baghaie, HA Owen, MM He, Z Yu Micron 87, 33-45, 2016 | 38 | 2016 |
A Comparative study on the application of SIFT, SURF, BRIEF and ORB for 3D surface reconstruction of electron microscopy images AP Tafti, A Baghaie, AB Kirkpatrick, JD Holz, HA Owen, RM D’Souza, ... Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018 | 36 | 2018 |
Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty E Sagheb, T Ramazanian, AP Tafti, S Fu, WK Kremers, DJ Berry, ... The Journal of Arthroplasty 36 (3), 922-926, 2021 | 33 | 2021 |
Machine Learning-as-a-Service and Its Application to Medical Informatics AP Tafti, E LaRose, J Badger, R Kleiman, P Peissig International Conference on Machine Learning and Data Mining in Pattern …, 2017 | 32 | 2017 |
Diagnostic Classification of Lung CT Images Using Deep 3D Multi-Scale Convolutional Neural Network AP Tafti, FS Bashiri, E LaRose, P Peissig 2018 IEEE International Conference on Healthcare Informatics (ICHI), 412-414, 2018 | 29 | 2018 |
3DSEM: A 3D Microscopy Dataset AP Tafti, AB Kirkpatrick, JD Holz, HA Owen, Z Yu Data in Brief 6, 112-116, 2016 | 27 | 2016 |
Three-dimensional reconstruction of highly complex microscopic samples using scanning electron microscopy and optical flow estimation A Baghaie, AP Tafti, HA Owen, RM D’Souza, Z Yu PloS one 12 (4), e0175078, 2017 | 25 | 2017 |
3D Microscopy Vision Using Multiple View Geometry and Differential Evolutionary Approaches AP Tafti, AB Kirkpatrick, HA Owen, Z Yu Advances in Visual Computing, 141-152, 2014 | 21 | 2014 |
Digital image forgery detection through data embedding in spatial domain and cellular automata AP Tafti, MV Malakooti, M Ashourian, S Janosepah Digital Content, Multimedia Technology and its Applications (IDCTA), 2011 …, 2011 | 20 | 2011 |
bigNN: an open-source big data toolkit focused on biomedical sentence classification AP Tafti, E Behravesh, M Assefi, E LaRose, J Badger, J Mayer, AH Doan, ... Big Data (Big Data), 2017 IEEE International Conference on, 3888-3896, 2017 | 18 | 2017 |
Tribological Study in Micro Scale Using 3D SEM Surface Reconstruction E Omrani, AP Tafti, MF Fathi, A Dorri Moghadam, P Rohatgi, RM D'Souza, ... Tribology International, 2016 | 16 | 2016 |
SD-SEM: sparse-dense correspondence for 3D reconstruction of microscopic samples A Baghaie, AP Tafti, HA Owen, RM D'Souza, Z Yu Micron 97, 41-55, 2017 | 15 | 2017 |