| Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network AAZ Imran, A Hatamizadeh, SP Ananth, X Ding, D Terzopoulos, ... Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018 | 42 | 2018 |
| Semi-supervised Multi-task Learning with Chest X-Ray Images AAZ Imran, D Terzopoulos International Workshop on Machine Learning in Medical Imaging, 151-159, 2019 | 33 | 2019 |
| Fast and automatic segmentation of pulmonary lobes from chest CT using a progressive dense V-network AAZ Imran, A Hatamizadeh, SP Ananth, X Ding, N Tajbakhsh, ... Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2020 | 31 | 2020 |
| Partly Supervised Multi-Task Learning AAZ Imran, C Huang, H Tang, W Fan, Y Xiao, D Hao, Z Qian, ... 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 22* | 2020 |
| Fully-Automated Analysis of Scoliosis from Spinal X-Ray Images AAZ Imran, C Huang, H Tang, W Fan, K Cheung, M To, Z Qian, ... 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020 | 21* | 2020 |
| Upstream Machine Learning in Radiology CM Sandino, EK Cole, C Alkan, AS Chaudhari, AM Loening, D Hyun, ... Radiologic Clinics 59 (6), 967-985, 2021 | 13 | 2021 |
| Multi-adversarial variational autoencoder networks AAZ Imran, D Terzopoulos 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 13* | 2019 |
| SSIQA: Multi-Task Learning for Non-Reference CT Image Quality Assessment With Self-Supervised Noise Level Prediction AAZ Imran, D Pal, B Patel, A Wang 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1962-1965, 2021 | 12 | 2021 |
| MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images A Haque, AAZ Imran, A Wang, D Terzopoulos 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 693-696, 2021 | 12 | 2021 |
| Multi-Adversarial Variational Autoencoder Nets for Simultaneous Image Generation and Classification AAZ Imran, D Terzopoulos Deep Learning Applications, Volume 2, 249-271, 2021 | 11 | 2021 |
| Estimation of adipose compartment volumes in CT images of a mastectomy specimen AAZ Imran, DD Pokrajac, ADA Maidment, PR Bakic SPIE Medical Imaging, 97832O-97832O-9, 2016 | 10* | 2016 |
| Spatial distribution of adipose compartments size, shape and orientation in a CT breast image of a mastectomy specimen AAZ Imran, PR Bakic, DD Pokrajac 2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-2, 2015 | 10 | 2015 |
| Personalized CT organ dose estimation from scout images AAZ Imran, S Wang, D Pal, S Dutta, B Patel, E Zucker, A Wang Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 9 | 2021 |
| Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data A Haque, AAZ Imran, A Wang, D Terzopoulos Machine Learning for Biomedical Imaging 1 (October 2021 issue), 1-25, 2021 | 8 | 2021 |
| Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images AAZ Imran, C Huang, H Tang, W Fan, Y Xiao, D Hao, Z Qian, ... AAAI Conference on Artificial Intelligence, 2020 | 8 | 2020 |
| FFCL: Forward-Forward Contrastive Learning MA Ahamed, J Chen, AAZ Imran Medical Imaging with Deep Learning (MIDL), 2023 | 7* | 2023 |
| Joint Learning with Local and Global Consistency for Improved Medical Image Segmentation M Ahamed, AAZ Imran Annual Conference on Medical Image Understanding and Analysis, 298-312, 2022 | 6 | 2022 |
| Progressive Adversarial Semantic Segmentation AAZ Imran, D Terzopoulos 2020 25th International Conference on Pattern Recognition (ICPR), 4910-4917, 2021 | 6* | 2021 |
| Optimization of the simulation parameters for improving realism in anthropomorphic breast phantoms AAZ Imran, PR Bakic, ADA Maidment, DD Pokrajac SPIE Medical Imaging, 1013257-1013257-7, 2017 | 6* | 2017 |
| Multimodal Contrastive Learning for Prospective Personalized Estimation of CT Organ Dose AAZ Imran, S Wang, D Pal, S Dutta, E Zucker, A Wang International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 5 | 2022 |
Demetri TerzopoulosDistinguished Professor & Chancellor's Professor of Computer Science, UCLAVerified email at cs.ucla.edu
