| Cluster-to-conquer: A framework for end-to-end multi-instance learning for whole slide image classification Y Sharma, A Shrivastava, L Ehsan, CA Moskaluk, S Syed, D Brown Medical Imaging with Deep Learning, 682-698, 2021 | 147 | 2021 |
| HistoTransfer: Understanding Transfer Learning for Histopathology Y Sharma, L Ehsan, S Syed, DE Brown 2021 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2021 | 36 | 2021 |
| Self-attentive adversarial stain normalization A Shrivastava, W Adorno, Y Sharma, L Ehsan, SA Ali, SR Moore, B Amadi, ... Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 35 | 2021 |
| Encoding cardiopulmonary exercise testing time series as images for classification using convolutional neural network Y Sharma, N Coronato, DE Brown 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 17 | 2022 |
| Mani: Maximizing mutual information for nuclei cross-domain unsupervised segmentation Y Sharma, S Syed, DE Brown International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 13 | 2022 |
| Distance from Healthcare Facilities Is Associated with Increased Morbidity of Acute Infection in Pediatric Patients in Matiari, Pakistan E Corden, SH Siddiqui, Y Sharma, MF Raghib, W Adorno, F Zulqarnain, ... International journal of environmental research and public health 18 (21), 11691, 2021 | 9 | 2021 |
| Identifying metabolic shifts in Crohn's disease using'omics-driven contextualized computational metabolic network models P Fernandes, Y Sharma, F Zulqarnain, B McGrew, A Shrivastava, L Ehsan, ... Scientific Reports 13 (1), 203, 2023 | 8 | 2023 |
| Functional data analysis for predicting pediatric failure to complete ten brief exercise bouts N Coronato, DE Brown, Y Sharma, R Bar-Yoseph, S Radom-Aizik, ... IEEE journal of biomedical and health informatics 26 (12), 5953-5963, 2022 | 4 | 2022 |
| Deep Learning for Predicting Pediatric Crohn's Disease Using Histopathological Imaging AH Sharma, BW Lawlor, JY Wang, Y Sharma, S Sengupta, P Fernandes, ... 2022 Systems and Information Engineering Design Symposium (SIEDS), 122-127, 2022 | 2 | 2022 |
| Identifying Pediatric Crohn’s Disease Using Deep Learning to Classify Magnetic Resonance Enterography (MRE) Images M Shand, J Manderfield, S Singh, C McLafferty, Y Sharma, S Sengupta, ... 2021 Systems and Information Engineering Design Symposium (SIEDS), 1-6, 2021 | 2 | 2021 |
| Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images N Moradinasab, Y Sharma, LS Shankman, GK Owens, DE Brown Machine Learning for Healthcare Conference, 565-584, 2022 | 1 | 2022 |
| The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning S Guleria, B Schwartz, Y Sharma, P Fernandes, J Jablonski, S Adewole, ... arXiv preprint arXiv:2308.13035, 2023 | | 2023 |
| Functional data methods for predicting pediatric failure to complete ten brief exercise bouts N Coronato, D Brown, Y Sharma, R Bar-Yoseph, S Radom-Aizik, ... TechRxiv, 2022 | | 2022 |
| IDENTIFYING RELEVANT PATHWAYS AND BIOMARKERS IN CROHN’S DISEASE USING CONTEXTUALIZED METABOLIC NETWORK MODEL B McGrew, A Shrivastava, P Fernandes, L Ehsan, Y Sharma, D Payne, ... Inflammatory Bowel Diseases 27 (Supplement_1), S9-S10, 2021 | | 2021 |
| Integrative–‘Omics and Machine-Learning-Based Image Analyses of Environmental Enteric Dysfunction Reveal an Immunologic and Metabolic Pathogenesis of Intestinal Failure F Zulqarnain, X Zhao, K Setchell, Y Sharma, P Fernandes, A Srivastava, ... | | |
Donald E. BrownQuantitative Foundation Distinguished Professor of Data Science, University of VirginiaBestätigte E-Mail-Adresse bei virginia.edu