David Dov

According to our database, David Dov authored at least 16 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes.

Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin

Medical Image Anal., 2021

Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images.

David Dov, Shahar Z. Kovalsky, Serge Assaad, Jonathan Cohen, Danielle Elliott Range, Avani A. Pendse, Ricardo Henao, Lawrence Carin

Medical Image Anal., 2021

Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images.

David Dov, Serge Assaad, Shijing Si, Rui Wang, Hongteng Xu, Shahar Ziv Kovalsky, Jonathan Bell, Danielle Elliott Range, Jonathan Cohen, Ricardo Henao, Lawrence Carin

Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021

2020

RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure.

Shounak Datta, Eduardo B. Mariottoni, David Dov, Alessandro A. Jammal, Lawrence Carin, Felipe A. Medeiros

CoRR, 2020

Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage.

Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Ricardo Henao, Lawrence Carin

CoRR, 2020

Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage.

Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Lawrence Carin

Proceedings of the Machine Learning for Healthcare Conference, 2020

2019

A Deep-Learning Algorithm for Thyroid Malignancy Prediction From Whole Slide Cytopathology Images.

David Dov, Shahar Ziv Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin

CoRR, 2019

Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images.

David Dov, Shahar Z. Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin

Proceedings of the Machine Learning for Healthcare Conference, 2019

2018

Sequential Audio-Visual Correspondence With Alternating Diffusion Kernels.

David Dov, Ronen Talmon, Israel Cohen

IEEE Trans. Signal Process., 2018

A deep architecture for audio-visual voice activity detection in the presence of transients.

Ido Ariav, David Dov, Israel Cohen

Signal Process., 2018

Robust Audiovisual Liveness Detection for Biometric Authentication Using Deep Joint Embedding and Dynamic Time Warping.

Amit Aides, David Dov, Hagai Aronowitz

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Multimodal Kernel Method for Activity Detection of Sound Sources.

David Dov, Ronen Talmon, Israel Cohen

IEEE ACM Trans. Audio Speech Lang. Process., 2017

2016

Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection.

David Dov, Ronen Talmon, Israel Cohen

IEEE Trans. Signal Process., 2016

Kernel Method for Voice Activity Detection in the Presence of Transients.

David Dov, Ronen Talmon, Israel Cohen

IEEE ACM Trans. Audio Speech Lang. Process., 2016

2015

Audio-Visual Voice Activity Detection Using Diffusion Maps.

David Dov, Ronen Talmon, Israel Cohen

IEEE ACM Trans. Audio Speech Lang. Process., 2015

2012

Transient Interference Suppression in Speech Signals Based on the OM-LSA Algorithm.

Ariel Hirszhorn, David Dov, Ronen Talmon, Israel Cohen

Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012