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2020 – today
- 2021
[j8]David Dov, Shahar Z. Kovalsky, Serge Assaad, Jonathan Cohen, Danielle Elliott Range, Avani A. Pendse, Ricardo Henao, Lawrence Carin:
Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images. Medical Image Anal. 67: 101814 (2021)- [j7]Rachel Lea Draelos
, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin:
Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes. Medical Image Anal. 67: 101857 (2021) - [c5]David Dov, Serge Assaad, Shijing Si, Rui Wang, Hongteng Xu, Shahar Ziv Kovalsky, Jonathan Bell, Danielle Elliott Range, Jonathan Cohen, Ricardo Henao, Lawrence Carin:
Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images. CHIL 2021: 14-24 - 2020
- [c4]Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Lawrence Carin:
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage. MLHC 2020: 436-456 - [i6]Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin:
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes. CoRR abs/2002.04752 (2020) - [i5]Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Ricardo Henao, Lawrence Carin:
Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage. CoRR abs/2006.11991 (2020) - [i4]Shounak Datta, Eduardo B. Mariottoni, David Dov, Alessandro A. Jammal, Lawrence Carin, Felipe A. Medeiros:
RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure. CoRR abs/2010.07488 (2020)
2010 – 2019
- 2019
- [c3]David Dov, Shahar Z. Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin:
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. MLHC 2019: 553-570 - [i3]David Dov, Shahar Ziv Kovalsky, Jonathan Cohen, Danielle Range, Ricardo Henao, Lawrence Carin:
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images. CoRR abs/1904.00839 (2019) - [i2]David Dov, Shahar Ziv Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin:
A Deep-Learning Algorithm for Thyroid Malignancy Prediction From Whole Slide Cytopathology Images. CoRR abs/1904.12739 (2019) - 2018
- [j6]Ido Ariav, David Dov, Israel Cohen:
A deep architecture for audio-visual voice activity detection in the presence of transients. Signal Process. 142: 69-74 (2018) - [j5]David Dov, Ronen Talmon, Israel Cohen:
Sequential Audio-Visual Correspondence With Alternating Diffusion Kernels. IEEE Trans. Signal Process. 66(12): 3100-3111 (2018) - [c2]Amit Aides, David Dov, Hagai Aronowitz:
Robust Audiovisual Liveness Detection for Biometric Authentication Using Deep Joint Embedding and Dynamic Time Warping. ICASSP 2018: 3026-3030 - 2017
- [j4]David Dov, Ronen Talmon, Israel Cohen:
Multimodal Kernel Method for Activity Detection of Sound Sources. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1322-1334 (2017) - 2016
- [j3]David Dov, Ronen Talmon, Israel Cohen:
Kernel Method for Voice Activity Detection in the Presence of Transients. IEEE ACM Trans. Audio Speech Lang. Process. 24(12): 2313-2326 (2016) - [j2]David Dov, Ronen Talmon, Israel Cohen:
Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection. IEEE Trans. Signal Process. 64(24): 6406-6416 (2016) - [i1]David Dov, Ronen Talmon, Israel Cohen:
Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection. CoRR abs/1604.02946 (2016) - 2015
- [j1]David Dov, Ronen Talmon, Israel Cohen:
Audio-Visual Voice Activity Detection Using Diffusion Maps. IEEE ACM Trans. Audio Speech Lang. Process. 23(4): 732-745 (2015) - 2012
- [c1]Ariel Hirszhorn, David Dov, Ronen Talmon, Israel Cohen:
Transient Interference Suppression in Speech Signals Based on the OM-LSA Algorithm. IWAENC 2012
Coauthor Index
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