David Dov
David Dov
Verified email at duke.edu - Homepage
Title
Cited by
Cited by
Year
Audio-visual voice activity detection using diffusion maps
D Dov, R Talmon, I Cohen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (4), 732-745, 2015
412015
A deep architecture for audio-visual voice activity detection in the presence of transients
I Ariav, D Dov, I Cohen
Signal Processing 142, 69-74, 2018
262018
Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection
D Dov, R Talmon, I Cohen
IEEE Transactions on Signal Processing 64 (24), 6406 - 6416, 2016
222016
Kernel method for voice activity detection in the presence of transients
D Dov, R Talmon, I Cohen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (12 …, 2016
152016
Transient interference suppression in speech signals based on the OM-LSA algorithm
A Hirszhorn, D Dov, R Talmon, I Cohen
IWAENC 2012; International Workshop on Acoustic Signal Enhancement, 1-4, 2012
152012
Artificial intelligence mapping of structure to function in glaucoma
EB Mariottoni, S Datta, D Dov, AA Jammal, SI Berchuck, IM Tavares, ...
Translational vision science & technology 9 (2), 19-19, 2020
132020
Application of a machine learning algorithm to predict malignancy in thyroid cytopathology
DD Elliott Range, D Dov, SZ Kovalsky, R Henao, L Carin, J Cohen
Cancer cytopathology 128 (4), 287-295, 2020
122020
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images
LC David Dov, Shahar Z. Kovalsky, Jonathan Cohen, Danielle Elliott Range ...
Machine Learning for Healthcare (ML4HC) 106, 553--570, 2019
10*2019
Voice activity detection in presence of transients using the scattering transform
D Dov, I Cohen
2014 IEEE 28th Convention of Electrical & Electronics Engineers in Israel …, 2014
102014
Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes
RL Draelos, D Dov, MA Mazurowski, JY Lo, R Henao, GD Rubin, L Carin
Medical Image Analysis 67, 101857, 2021
82021
Weakly Supervised Instance Learning for Thyroid Malignancy Prediction from Whole Slide Cytopathology Images
LC David Dov, Shahar Ziv Kovalsky, Serge Assaad, Avani A. Pendse Jonathan ...
arXiv preprint arXiv:1904.12739, 2019
8*2019
Sequential audio-visual correspondence with alternating diffusion kernels
D Dov, R Talmon, I Cohen
IEEE Transactions on signal Processing 66 (12), 3100-3111, 2018
62018
Multimodal kernel method for activity detection of sound sources
D Dov, R Talmon, I Cohen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1322 …, 2017
52017
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage
S Si, R Wang, J Wosik, H Zhang, D Dov, G Wang, L Carin
Machine Learning for Healthcare Conference, 436-456, 2020
22020
The Use of Artificial Intelligence (AI) machine learning to determine myocyte damage in cardiac transplant acute cellular rejection
C Glass, R Davis, B Xiong, D Dov, M Glass
The Journal of Heart and Lung Transplantation 39 (4), S59, 2020
22020
Audio-Visual Speech Processing Using Diffusion Maps and the Scattering Transform
D Dov
Technion-Israel Institute of Technology, Faculty of Electrical Engineering, 2014
22014
The Use of Artificial Intelligence in Diagnosing Acute Cellular Rejection in Cardiac Transplant Patients
M Glass, R Davis, D Dov, C Glass
LABORATORY INVESTIGATION 100 (SUPPL 1), 301-301, 2020
12020
Kernel method for speech source activity detection in multi-modal signals
D Dov, R Talmon, I Cohen
2016 IEEE International Conference on the Science of Electrical Engineering …, 2016
12016
Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images
D Dov, S Assaad, S Si, R Wang, H Xu, SZ Kovalsky, J Bell, DE Range, ...
Proceedings of the Conference on Health, Inference, and Learning, 14-24, 2021
2021
Attention mechanism for coping with acoustic-lips timing mismatch in audiovisual processing
A Aides, H Aronowitz, D Dov
US Patent 10,834,295, 2020
2020
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Articles 1–20