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Ahmad P. Tafti, PhD, FAMIA
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Recent Advances in 3D SEM Surface Reconstruction
AP Tafti, AB Kirkpatrick, Z Alavi, HA Owen, Z Yu
Micron 78, 54-66, 2015
1252015
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
1232017
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
1112019
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
1042016
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
592017
Cellular automata in image processing and geometry
P Rosin, A Adamatzky, X Sun
Springer International Publishing, 2014
592014
SparkText: Biomedical Text Mining on Big Data Framework
Z Ye, AP Tafti, KY He, K Wang, MM He
PLOS ONE 11 (9), e0162721, 2016
552016
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
512018
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
382016
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
352018
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
312021
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
312017
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
292018
3DSEM: A 3D Microscopy Dataset
AP Tafti, AB Kirkpatrick, JD Holz, HA Owen, Z Yu
Data in Brief 6, 112-116, 2016
272016
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
252017
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
212014
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
202011
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
182017
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
162016
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
152017
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