| Application of a machine learning algorithm to predict malignancy in thyroid cytopathology DD Elliott Range, D Dov, SZ Kovalsky, R Henao, L Carin, J Cohen Cancer cytopathology 128 (4), 287-295, 2020 | 79 | 2020 |
| Weakly Supervised Instance Learning for Thyroid Malignancy Prediction from Whole Slide Cytopathology Images LC David Dov, Shahar Ziv Kovalsky, Serge Assaad, Avani A. Pendse Jonathan ... arXiv preprint arXiv:1904.12739, 2019 | 72* | 2019 |
| Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes RL Draelos, D Dov, MA Mazurowski, JY Lo, R Henao, GD Rubin, L Carin Medical image analysis 67, 101857, 2021 | 59 | 2021 |
| Artificial intelligence mapping of structure to function in glaucoma EB Mariottoni, S Datta, D Dov, AA Jammal, SI Berchuck, IM Tavares, ... Translational vision science & technology 9 (2), 19-19, 2020 | 58 | 2020 |
| Audio-visual voice activity detection using diffusion maps D Dov, R Talmon, I Cohen IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (4), 732-745, 2015 | 57 | 2015 |
| A deep architecture for audio-visual voice activity detection in the presence of transients I Ariav, D Dov, I Cohen Signal Processing 142, 69-74, 2018 | 39 | 2018 |
| Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images LC David Dov, Shahar Z. Kovalsky, Jonathan Cohen, Danielle Elliott Range ... Machine Learning for Healthcare (ML4HC) 106, 553--570, 2019 | 38* | 2019 |
| Kernel-Based Sensor Fusion With Application to Audio-Visual Voice Activity Detection D Dov, R Talmon, I Cohen IEEE Transactions on Signal Processing 64 (24), 6406 - 6416, 2016 | 30 | 2016 |
| Students need more attention: Bert-based attention model for small data with application to automatic patient message triage S Si, R Wang, J Wosik, H Zhang, D Dov, G Wang, L Carin Machine Learning for Healthcare Conference, 436-456, 2020 | 27 | 2020 |
| Transient interference suppression in speech signals based on the OM-LSA algorithm A Hirszhorn, D Dov, R Talmon, I Cohen IWAENC 2012; International Workshop on Acoustic Signal Enhancement, 1-4, 2012 | 22 | 2012 |
| RetiNerveNet: using recursive deep learning to estimate pointwise 24-2 visual field data based on retinal structure S Datta, EB Mariottoni, D Dov, AA Jammal, L Carin, FA Medeiros Scientific Reports 11 (1), 12562, 2021 | 18 | 2021 |
| Use of machine learning–based software for the screening of thyroid cytopathology whole slide images D Dov, SZ Kovalsky, Q Feng, S Assaad, J Cohen, J Bell, R Henao, L Carin, ... Archives of pathology & laboratory medicine 146 (7), 872-878, 2022 | 17 | 2022 |
| Kernel method for voice activity detection in the presence of transients D Dov, R Talmon, I Cohen IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (12 …, 2016 | 17 | 2016 |
| The role of machine learning in cardiovascular pathology C Glass, KJ Lafata, W Jeck, R Horstmeyer, C Cooke, J Everitt, M Glass, ... Canadian Journal of Cardiology 38 (2), 234-245, 2022 | 12 | 2022 |
| The use of artificial intelligence (AI) machine learning to determine myocyte damage in cardiac transplant acute cellular rejection C Glass, R Davis, B Xiong, D Dov, M Glass The Journal of Heart and Lung Transplantation 39 (4), S59, 2020 | 11 | 2020 |
| Voice activity detection in presence of transients using the scattering transform D Dov, I Cohen 2014 IEEE 28th Convention of Electrical & Electronics Engineers in Israel …, 2014 | 11 | 2014 |
| Sequential audio-visual correspondence with alternating diffusion kernels D Dov, R Talmon, I Cohen IEEE Transactions on Signal Processing 66 (12), 3100-3111, 2018 | 8 | 2018 |
| Multimodal kernel method for activity detection of sound sources D Dov, R Talmon, I Cohen IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1322 …, 2017 | 8 | 2017 |
| A hybrid human–machine learning approach for screening prostate biopsies can improve clinical efficiency without compromising diagnostic accuracy D Dov, S Assaad, A Syedibrahim, J Bell, J Huang, J Madden, R Bentley, ... Archives of pathology & laboratory medicine 146 (6), 727-734, 2022 | 7 | 2022 |
| Thyroid cytopathology cancer diagnosis from smartphone images using machine learning S Assaad, D Dov, R Davis, S Kovalsky, WT Lee, R Kahmke, D Rocke, ... Modern Pathology 36 (6), 100129, 2023 | 5 | 2023 |
Ricardo HenaoDuke UniversityVerified email at duke.edu
