Ahmad P. Tafti, PhD, FAMIA

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Zeyun YuProfessor of Computer Science & Biomedical Engineering, University of Wisconsin-MilwaukeeVerified email at uwm.edu
Peggy PeissigMarshfield Clinic Research InstituteVerified email at marshfieldresearch.org
Heather A. OwenSenior Scientist, Department of Biological Sciences, University of Wisconsin - MilwaukeeVerified email at uwm.edu
Hongfang LiuProfessor of Biomedical Informatics, Mayo ClinicVerified email at mayo.edu
Ahmadreza BaghaieSenior Machine Vision R&D Engineer, Koh Young AmericaVerified email at kohyoung.com
Mehdi AssefiUniversity of GeorgiaVerified email at uga.edu
Zhan YeSenior BiostatisticianVerified email at pfizer.com
Elham SaghebMayo ClinicVerified email at mayo.edu
Yanshan Wang, PhD, FAMIAVice Chair of Research and Assistant Professor, University of PittsburghVerified email at pitt.edu
Fereshteh S. Bashiri, PhDResearch Associate, UW-MadisonVerified email at wisc.edu
Ehsun BehraveshSenior Software Engineer, Trade LedgerVerified email at tradeledger.io
Sunyang FuMayo ClinicVerified email at mayo.edu
Hamid R ArabniaProfessor Emeritus of Computer Science, University of GeorgiaVerified email at uga.edu
Sunghwan SohnAssociate Professor of Biomedical Informatics, Mayo ClinicVerified email at mayo.edu
Safoura JanosepahVisiting Graduate Student, University of Toronoto, Faculty member , Islamic azad UniversityVerified email at mail.utoronto.ca
Taghi RamazanianMayo ClinicVerified email at mayo.edu
Zahrasadat AlaviPh.D., Assistant Professor at California State University Chico, Electrical and Computer EngineeringVerified email at csuchico.edu
Hamid HassanniaIEEE memeberVerified email at ieee.org
Elizabeth J. AtkinsonAssistant Professor of Biostatistics, Mayo ClinicVerified email at mayo.edu
Sundeep KhoslaMayo ClinicVerified email at mayo.edu

Ahmad P. Tafti, PhD, FAMIA

Assistant Professor, University of Pittsburgh

Verified email at pitt.edu - Homepage

Artificial Intelligence Explainable AI Health Data Science Medical Imaging Informatics


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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	109	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	94	2017
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	84	2016
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	73	2019
Cellular automata in image processing and geometry P Rosin, A Adamatzky, X Sun Springer International Publishing, 2014	58	2014
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	56	2017
SparkText: Biomedical Text Mining on Big Data Framework Z Ye, AP Tafti, KY He, K Wang, MM He PLOS ONE 11 (9), e0162721, 2016	50	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	48	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	34	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	33	2018
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	28	2018
3DSEM: A 3D Microscopy Dataset AP Tafti, AB Kirkpatrick, JD Holz, HA Owen, Z Yu Data in Brief 6, 112-116, 2016	26	2016
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	25	2017
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	21	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
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	19	2017
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	15	2021
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	15	2016
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	15	2011
Digital images encryption in frequency domain based on DCT and one dimensional cellular automata AP Tafti, S Janosepah International Conference on Informatics Engineering and Information Science …, 2011	12	2011

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