| Deep neural decision forests P Kontschieder, M Fiterau, A Criminisi, SR Bulo Proceedings of the IEEE international conference on computer vision, 1467-1475, 2015 | 684 | 2015 |
| Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities E Halilaj, A Rajagopal, M Fiterau, JL Hicks, TJ Hastie, SL Delp Journal of biomechanics 81, 1-11, 2018 | 428 | 2018 |
| Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences JA Fries, P Varma, VS Chen, K Xiao, H Tejeda, P Saha, J Dunnmon, ... Nature communications 10 (1), 3111, 2019 | 135 | 2019 |
| Pedestrian detection in thermal images using saliency maps D Ghose, SM Desai, S Bhattacharya, D Chakraborty, M Fiterau, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 119 | 2019 |
| Using supervised machine learning to classify real alerts and artifact in online multisignal vital sign monitoring data L Chen, A Dubrawski, D Wang, M Fiterau, M Guillame-Bert, E Bose, ... Critical care medicine 44 (7), e456-e463, 2016 | 89 | 2016 |
| Trends and focus of machine learning applications for health research B Beaulieu-Jones, SG Finlayson, C Chivers, I Chen, M McDermott, ... JAMA network open 2 (10), e1914051-e1914051, 2019 | 69 | 2019 |
| Predicting in-hospital mortality by combining clinical notes with time-series data I Deznabi, M Iyyer, M Fiterau Findings of the association for computational linguistics: ACL-IJCNLP 2021 …, 2021 | 39 | 2021 |
| Alzheimer's disease brain mri classification: Challenges and insights YR Fung, Z Guan, R Kumar, JY Wu, M Fiterau arXiv preprint arXiv:1906.04231, 2019 | 36 | 2019 |
| Shortfuse: Biomedical time series representations in the presence of structured information M Fiterau, S Bhooshan, J Fries, C Bournhonesque, J Hicks, E Halilaj, ... Machine Learning for Healthcare Conference, 59-74, 2017 | 34 | 2017 |
| Normalizing Flows Across Dimensions E Cunningham, Z Renos, A Agrawal, M Fiterau, D Sheldon arXiv preprint arXiv:2006.13070, 2020 | 31 | 2020 |
| Cardiac imaging of aortic valve area from 34 287 UK Biobank participants reveals novel genetic associations and shared genetic comorbidity with multiple disease phenotypes A Córdova-Palomera, C Tcheandjieu, JA Fries, P Varma, VS Chen, ... Circulation: Genomic and Precision Medicine 13 (6), e003014, 2020 | 21 | 2020 |
| Impact of the COVID-19 Pandemic on the Academic Community Results from a survey conducted at University of Massachusetts Amherst I Deznabi, T Motahar, A Sarvghad, M Fiterau, N Mahyar Digital Government: Research and Practice 2 (2), 1-12, 2021 | 20 | 2021 |
| Constrained Offline Policy Optimization N Polosky, B C. Da Silva, M Fiterau, J Jagannath International Conference on Machine Learning, 17801-17810, 2022 | 19 | 2022 |
| Personalized student stress prediction with deep multitask network A Shaw, N Simsiri, I Deznaby, M Fiterau, T Rahaman arXiv preprint arXiv:1906.11356, 2019 | 17 | 2019 |
| A comprehensive study of Alzheimer's disease classification using convolutional neural networks Z Guan, R Kumar, YR Fung, Y Wu, M Fiterau arXiv preprint arXiv:1904.07950, 2019 | 17 | 2019 |
| A change of variables method for rectangular matrix-vector products E Cunningham, M Fiterau International Conference on Artificial Intelligence and Statistics, 2755-2763, 2021 | 15 | 2021 |
| Projection retrieval for classification M Fiterau, A Dubrawski Advances in Neural Information Processing Systems 25, 2012 | 14 | 2012 |
| Computational estimates of annular diameter reveal genetic determinants of mitral valve function and disease M Yu, C Tcheandjieu, A Georges, K Xiao, H Tejeda, C Dina, ... JCI insight 7 (3), e146580, 2022 | 13 | 2022 |
| Multi-resolution networks for flexible irregular time series modeling (multi-fit) BP Singh, I Deznabi, B Narasimhan, B Kucharski, R Uppaal, A Josyula, ... arXiv preprint arXiv:1905.00125, 2019 | 13 | 2019 |
| Progressive fusion for multimodal integration S Shankar, L Thompson, M Fiterau arXiv preprint arXiv:2209.00302, 2022 | 10 | 2022 |
Artur DubrawskiCarnegie Mellon Universityכתובת אימייל מאומתת בדומיין cs.cmu.edu