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Ahmad P. Tafti, PhD, FAMIA
Ahmad P. Tafti, PhD, FAMIA
Assistant Professor, Director of HexAI Research Laboratory, University of Pittsburgh
Verified email at pitt.edu - Homepage
Title
Cited by
Cited by
Year
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
1882019
Recent Advances in 3D SEM Surface Reconstruction
AP Tafti, AB Kirkpatrick, Z Alavi, HA Owen, Z Yu
Micron 78, 54-66, 2015
1512015
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
1502017
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
International Symposium on Visual Computing, 735-746, 2016
1442016
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
662017
SparkText: Biomedical Text Mining on Big Data Framework
Z Ye, AP Tafti, KY He, K Wang, MM He
PLOS ONE 11 (9), e0162721, 2016
622016
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
612018
Introduction to artificial intelligence and machine learning in pathology and medicine: generative and nongenerative artificial intelligence basics
HH Rashidi, J Pantanowitz, MG Hanna, AP Tafti, P Sanghani, ...
Modern Pathology 38 (4), 100688, 2025
512025
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
472021
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
422016
Nongenerative artificial intelligence in medicine: advancements and applications in supervised and unsupervised machine learning
L Pantanowitz, T Pearce, I Abukhiran, M Hanna, S Wheeler, TR Soong, ...
Modern Pathology 38 (3), 100680, 2025
402025
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
392018
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
362017
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
322018
3DSEM: A 3D Microscopy Dataset
AP Tafti, AB Kirkpatrick, JD Holz, HA Owen, Z Yu
Data in Brief 6, 112-116, 2016
292016
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
282017
Multimodal federated learning in healthcare: a review
J Thrasher, A Devkota, P Siwakoti, R Chivukula, P Poudel, C Hu, A Tafti, ...
Journal of Healthcare Informatics Research, 1-30, 2025
252025
Generative Artificial Intelligence in Pathology and Medicine: A Deeper Dive
HH Rashidi, J Pantanowitz, A Chamanzar, B Fennell, Y Wang, ...
Modern Pathology 38 (4), 100687, 2025
232025
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
232011
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
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Articles 1–20