Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images
Dov, David, Kovalsky, Shahar Z., Assaad, Serge, Cohen, Jonathan, Range, Danielle Elliott, Pendse, Avani A., Henao, Ricardo, Carin, Lawrence
Published in Medical image analysis (01.01.2021)
Published in Medical image analysis (01.01.2021)
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Journal Article
RetiNerveNet: using recursive deep learning to estimate pointwise 24-2 visual field data based on retinal structure
Datta, Shounak, Mariottoni, Eduardo B., Dov, David, Jammal, Alessandro A., Carin, Lawrence, Medeiros, Felipe A.
Published in Scientific reports (15.06.2021)
Published in Scientific reports (15.06.2021)
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Journal Article
Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection
Dov, David, Talmon, Ronen, Cohen, Israel
Published in IEEE transactions on signal processing (15.12.2016)
Published in IEEE transactions on signal processing (15.12.2016)
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Journal Article
Audio-Visual Voice Activity Detection Using Diffusion Maps
Dov, David, Talmon, Ronen, Cohen, Israel
Published in IEEE/ACM transactions on audio, speech, and language processing (01.04.2015)
Published in IEEE/ACM transactions on audio, speech, and language processing (01.04.2015)
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Journal Article
Sequential Audio-Visual Correspondence With Alternating Diffusion Kernels
Dov, David, Talmon, Ronen, Cohen, Israel
Published in IEEE transactions on signal processing (15.06.2018)
Published in IEEE transactions on signal processing (15.06.2018)
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Journal Article
Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes
Draelos, Rachel Lea, Dov, David, Mazurowski, Maciej A., Lo, Joseph Y., Henao, Ricardo, Rubin, Geoffrey D., Carin, Lawrence
Published in Medical image analysis (01.01.2021)
Published in Medical image analysis (01.01.2021)
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Journal Article
Thyroid Cytopathology Cancer Diagnosis from Smartphone Images Using Machine Learning
Assaad, Serge, Dov, David, Davis, Richard, Kovalsky, Shahar, Lee, Walter T., Kahmke, Russel, Rocke, Daniel, Cohen, Jonathan, Henao, Ricardo, Carin, Lawrence, Range, Danielle Elliott
Published in Modern pathology (01.06.2023)
Published in Modern pathology (01.06.2023)
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Journal Article
Use of Machine Learning–Based Software for the Screening of Thyroid Cytopathology Whole Slide Images
Dov, David, Kovalsky, Shahar Z, Feng, Qizhang, Assaad, Serge, Cohen, Jonathan, Bell, Jonathan, Henao, Ricardo, Carin, Lawrence, Range, Danielle Elliott
Published in Archives of pathology & laboratory medicine (1976) (01.07.2022)
Published in Archives of pathology & laboratory medicine (1976) (01.07.2022)
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Journal Article
Deep-Learning-Based Screening and Ancillary Testing for Thyroid Cytopathology
Dov, David, Elliott Range, Danielle, Cohen, Jonathan, Bell, Jonathan, Rocke, Daniel J, Kahmke, Russel R, Weiss-Meilik, Ahuva, Lee, Walter T, Henao, Ricardo, Carin, Lawrence, Kovalsky, Shahar Z
Published in The American journal of pathology (01.09.2023)
Published in The American journal of pathology (01.09.2023)
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Journal Article
A Hybrid Human-Machine Learning Approach for Screening Prostate Biopsies Can Improve Clinical Efficiency Without Compromising Diagnostic Accuracy
Dov, David, Assaad, Serge, Syedibrahim, Ameer, Bell, Jonathan, Huang, Jiaoti, Madden, John, Bentley, Rex, McCall, Shannon, Henao, Ricardo, Carin, Lawrence, Foo, Wen-Chi
Published in Archives of pathology & laboratory medicine (1976) (01.06.2022)
Published in Archives of pathology & laboratory medicine (1976) (01.06.2022)
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Journal Article
The Role of Machine Learning in Cardiovascular Pathology
Glass, Carolyn, Lafata, Kyle J., Jeck, William, Horstmeyer, Roarke, Cooke, Colin, Everitt, Jeffrey, Glass, Matthew, Dov, David, Seidman, Michael A.
Published in Canadian journal of cardiology (01.02.2022)
Published in Canadian journal of cardiology (01.02.2022)
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Journal Article
Kernel Method for Voice Activity Detection in the Presence of Transients
Dov, David, Talmon, Ronen, Cohen, Israel
Published in IEEE/ACM transactions on audio, speech, and language processing (01.12.2016)
Published in IEEE/ACM transactions on audio, speech, and language processing (01.12.2016)
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Journal Article
A Preliminary Study Comparing the Performance of Thyroid Molecular Tests to a Deep Learning Algorithm in Predicting Malignancy in Indeterminate Thyroid Fine Needle Aspiration Biopsies
Assaad, Serge, Dov, David, Park, Christine, Davis, Richard, Kovalsky, Shahar Z, Lee, Walter T, Kahmke, Russel R, Rocke, Daniel J, Cohen, Jonathan, Weiss-Meilik, Ahuva, Henao, Ricardo, Carin, Lawrence, Elliott Range, Danielle
Published in Thyroid (New York, N.Y.) (01.04.2024)
Published in Thyroid (New York, N.Y.) (01.04.2024)
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Journal Article
Multimodal Kernel Method for Activity Detection of Sound Sources
Dov, David, Talmon, Ronen, Cohen, Israel
Published in IEEE/ACM transactions on audio, speech, and language processing (01.06.2017)
Published in IEEE/ACM transactions on audio, speech, and language processing (01.06.2017)
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Journal Article
A machine learning algorithm improves the diagnostic accuracy of the histologic component of antibody mediated rejection (AMR-H) in cardiac transplant endomyocardial biopsies
Glass, Matthew, Ji, Zhicheng, Davis, Richard, Pavlisko, Elizabeth N., DiBernardo, Louis, Carney, John, Fishbein, Gregory, Luthringer, Daniel, Miller, Dylan, Mitchell, Richard, Larsen, Brandon, Butt, Yasmeen, Bois, Melanie, Maleszewski, Joseph, Halushka, Marc, Seidman, Michael, Lin, Chieh-Yu, Buja, Maximilian, Stone, James, Dov, David, Carin, Lawrence, Glass, Carolyn
Published in Cardiovascular pathology (01.09.2024)
Published in Cardiovascular pathology (01.09.2024)
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Journal Article
Robust Audiovisual Liveness Detection for Biometric Authentication Using Deep Joint Embedding and Dynamic Time Warping
Aides, Amit, DOV, David, Aronowitz, Hagai
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding
Artificial Intelligence Mapping of Structure to Function in Glaucoma
Mariottoni, Eduardo B, Datta, Shounak, Dov, David, Jammal, Alessandro A, Berchuck, Samuel I, Tavares, Ivan M, Carin, Lawrence, Medeiros, Felipe A
Published in Translational vision science & technology (01.03.2020)
Published in Translational vision science & technology (01.03.2020)
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Journal Article