David Dov

Researcher, Causal Med LTD

Researcher, Duke University

Joined

May 2025

Names

David Dov (Preferred)

Emails

****@duke.edu (Confirmed)

****@projectm.tech (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Causal Med LTD (projectm.tech)

2024 – Present

Researcher

Duke University (duke.edu)

2021 – Present

Postdoc

Duke University (duke.edu)

2018 – 2021

PhD student

Electrical Engineering Department, Technion – Israel Institute of Technology, Technion - Israel Institute of Technology (ee.technion.ac.il)

2014 – 2018

MS student

Electrical Engineering Department, Technion – Israel Institute of Technology, Technion - Israel Institute of Technology (ee.technion.ac.il)

2012 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

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
- 2021 (modified: 20 May 2025)
- CHIL 2021
- Readers: Everyone
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
- 2021 (modified: 20 May 2025)
- Medical Image Anal. 2021
- Readers: Everyone
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
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- Medical Image Anal. 2021
- Readers: Everyone
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
- Readers: Everyone
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
- 2020 (modified: 20 May 2025)
- CoRR 2020
- Readers: Everyone
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
- 2020 (modified: 20 May 2025)
- CoRR 2020
- Readers: Everyone
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
- 2020 (modified: 20 May 2025)
- MLHC 2020
- Readers: Everyone
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
- 2019 (modified: 20 May 2025)
- CoRR 2019
- Readers: Everyone
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images
David Dov, Shahar Ziv Kovalsky, Jonathan Cohen, Danielle Range, Ricardo Henao, Lawrence Carin
- 2019 (modified: 20 May 2025)
- CoRR 2019
- Readers: Everyone
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images
David Dov, Shahar Z. Kovalsky, Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin
- Published: 01 Jan 2019, Last Modified: 15 May 2023
- MLHC 2019
- Readers: Everyone

View all 19 publications

Co-Authors

View all 30 co-authors