David Dov

20 papers Misc 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation.
IJCNLP-AACL (long papers)
Daniel Fadlon, David Dov, Aviya Bennett, Daphna Heller-Miron, Gad Levy, Kfir Bar, Ahuva Weiss-Meilik
2021 — conf
Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images.
CHIL
David Dov, Serge Assaad, Shijing Si, Rui Wang, Hongteng Xu, Shahar Ziv Kovalsky, Jonathan Bell, Danielle Elliott Range, Jonathan Cohen, Ricardo Henao, Lawrence Carin
2021 J jnl
Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes.
Medical Image Anal.
Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin
2021 J jnl
Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images.
Medical Image Anal.
David Dov, Shahar Z. Kovalsky, Serge Assaad, Jonathan Cohen, Danielle Elliott Range, Avani A. Pendse, Ricardo Henao, Lawrence Carin
2020 J jnl
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes.
CoRR
Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin
2020 J jnl
RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure.
CoRR
Shounak Datta, Eduardo B. Mariottoni, David Dov, Alessandro A. Jammal, Lawrence Carin, Felipe A. Medeiros
2020 — conf
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage.
MLHC
Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Lawrence Carin
2020 J jnl
Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage.
CoRR
Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Ricardo Henao, Lawrence Carin
2019 J jnl
A Deep-Learning Algorithm for Thyroid Malignancy Prediction From Whole Slide Cytopathology Images.
CoRR
David Dov, Shahar Ziv Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin
2019 — conf
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images.
MLHC
David Dov, Shahar Z. Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin
2019 J jnl
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images.
CoRR
David Dov, Shahar Ziv Kovalsky, Jonathan Cohen, Danielle Range, Ricardo Henao, Lawrence Carin
2018 J jnl
A deep architecture for audio-visual voice activity detection in the presence of transients.
Signal Process.
Ido Ariav, David Dov, Israel Cohen
2018 Misc conf
Robust Audiovisual Liveness Detection for Biometric Authentication Using Deep Joint Embedding and Dynamic Time Warping.
ICASSP
Amit Aides, David Dov, Hagai Aronowitz
2018 J jnl
Sequential Audio-Visual Correspondence With Alternating Diffusion Kernels.
IEEE Trans. Signal Process.
David Dov, Ronen Talmon, Israel Cohen
2017 J jnl
Multimodal Kernel Method for Activity Detection of Sound Sources.
IEEE ACM Trans. Audio Speech Lang. Process.
David Dov, Ronen Talmon, Israel Cohen
2016 J jnl
Kernel Method for Voice Activity Detection in the Presence of Transients.
IEEE ACM Trans. Audio Speech Lang. Process.
David Dov, Ronen Talmon, Israel Cohen
2016 J jnl
Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection.
IEEE Trans. Signal Process.
David Dov, Ronen Talmon, Israel Cohen
2016 J jnl
Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection.
CoRR
David Dov, Ronen Talmon, Israel Cohen
2015 J jnl
Audio-Visual Voice Activity Detection Using Diffusion Maps.
IEEE ACM Trans. Audio Speech Lang. Process.
David Dov, Ronen Talmon, Israel Cohen
2012 — conf
Transient Interference Suppression in Speech Signals Based on the OM-LSA Algorithm.
IWAENC
Ariel Hirszhorn, David Dov, Ronen Talmon, Israel Cohen