| Finding covid-19 from chest x-rays using deep learning on a small dataset LO Hall, R Paul, DB Goldgof, GM Goldgof arXiv preprint arXiv:2004.02060, 2020 | 269 | 2020 |
| Deep feature transfer learning in combination with traditional features predicts survival among patients with lung adenocarcinoma R Paul, SH Hawkins, Y Balagurunathan, M Schabath, RJ Gillies, LO Hall, ... Tomography 2 (4), 388-395, 2016 | 183 | 2016 |
| Legal and ethical consideration in artificial intelligence in healthcare: who takes responsibility? N Naik, BM Hameed, DK Shetty, D Swain, M Shah, R Paul, K Aggarwal, ... Frontiers in surgery 9, 266, 2022 | 143 | 2022 |
| Predicting malignant nodules by fusing deep features with classical radiomics features R Paul, SH Hawkins, MB Schabath, RJ Gillies, LO Hall, DB Goldgof Journal of Medical Imaging 5 (1), 011021-011021, 2018 | 99 | 2018 |
| Combining deep neural network and traditional image features to improve survival prediction accuracy for lung cancer patients from diagnostic CT R Paul, SH Hawkins, LO Hall, DB Goldgof, RJ Gillies 2016 IEEE international conference on systems, man, and cybernetics (SMC …, 2016 | 81 | 2016 |
| The role of data science in healthcare advancements: applications, benefits, and future prospects SVG Subrahmanya, DK Shetty, V Patil, BMZ Hameed, R Paul, K Smriti, ... Irish Journal of Medical Science (1971-) 191 (4), 1473-1483, 2022 | 59 | 2022 |
| Predicting nodule malignancy using a CNN ensemble approach R Paul, L Hall, D Goldgof, M Schabath, R Gillies 2018 international joint conference on neural networks (IJCNN), 1-8, 2018 | 50 | 2018 |
| Mitigating adversarial attacks on medical image understanding systems R Paul, M Schabath, R Gillies, L Hall, D Goldgof 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1517-1521, 2020 | 40 | 2020 |
| Artificial intelligence and its impact on urological diseases and management: a comprehensive review of the literature BMZ Hameed, AVL S. Dhavileswarapu, SZ Raza, H Karimi, HS Khanuja, ... Journal of Clinical Medicine 10 (9), 1864, 2021 | 34 | 2021 |
| Pain assessment from facial expression: Neonatal convolutional neural network (N-CNN) G Zamzmi, R Paul, D Goldgof, R Kasturi, Y Sun 2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019 | 30 | 2019 |
| Discovery of a generalization gap of convolutional neural networks on COVID-19 X-rays classification KB Ahmed, GM Goldgof, R Paul, DB Goldgof, LO Hall Ieee Access 9, 72970-72979, 2021 | 27 | 2021 |
| Finding covid-19 from chest X-rays using deep learning on a small dataset. arXiv 2020 LO Hall, R Paul, DB Goldgof, GM Goldgof arXiv preprint arXiv:2004.02060, 2020 | 26 | 2020 |
| Explaining deep features using radiologist-defined semantic features and traditional quantitative features R Paul, M Schabath, Y Balagurunathan, Y Liu, Q Li, R Gillies, LO Hall, ... Tomography 5 (1), 192-200, 2019 | 26 | 2019 |
| Acute-on-chronic liver failure mortality prediction using an artificial neural network B Musunuri, S Shetty, DK Shetty, MK Vanahalli, A Pradhan, N Naik, ... Engineered Science 15, 187-196, 2021 | 25 | 2021 |
| Convolutional Neural Network ensembles for accurate lung nodule malignancy prediction 2 years in the future R Paul, M Schabath, R Gillies, L Hall, D Goldgof Computers in biology and medicine 122, 103882, 2020 | 24 | 2020 |
| A study on validating non-linear dimensionality reduction using persistent homology R Paul, SK Chalup Pattern Recognition Letters 100, 160-166, 2017 | 24 | 2017 |
| Convolutional neural networks for neonatal pain assessment G Zamzmi, R Paul, MS Salekin, D Goldgof, R Kasturi, T Ho, Y Sun IEEE Transactions on Biometrics, Behavior, and Identity Science 1 (3), 192-200, 2019 | 23 | 2019 |
| Classifying cooking object's state using a tuned vgg convolutional neural network R Paul arXiv preprint arXiv:1805.09391, 2018 | 21 | 2018 |
| Age assessment through root lengths of mandibular second and third permanent molars using machine learning and artificial neural networks V Patil, J Saxena, R Vineetha, R Paul, DK Shetty, S Sharma, K Smriti, ... Journal of Imaging 9 (2), 33, 2023 | 16 | 2023 |
| Application of artificial intelligence-based classifiers to predict the outcome measures and stone-free status following percutaneous nephrolithotomy for staghorn calculi … BMZ Hameed, M Shah, N Naik, H Singh Khanuja, R Paul, BK Somani Journal of Endourology 35 (9), 1307-1313, 2021 | 16 | 2021 |
Dmitry GoldgofDistinguished Professor of Computer Science and Engineering, University of South Florida, MoffittVerified email at mail.usf.edu
