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Adam P. Harrison
Adam P. Harrison
Senior Machine Learning Scientist, Q Bio
Email confirmado em q.bio - Página inicial
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Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation
HR Roth, L Lu, N Lay, AP Harrison, A Farag, A Sohn, RM Summers
Medical image analysis 45, 94-107, 2018
3442018
Ct-realistic lung nodule simulation from 3d conditional generative adversarial networks for robust lung segmentation
D Jin, Z Xu, Y Tang, AP Harrison, DJ Mollura
International Conference on Medical Image Computing and Computer-Assisted …, 2018
1352018
Progressive and multi-path holistically nested neural networks for pathological lung segmentation from CT images
AP Harrison, Z Xu, K George, L Lu, RM Summers, DJ Mollura
International conference on medical image computing and computer-assisted …, 2017
1262017
Deep lesion graphs in the wild: relationship learning and organization of significant radiology image findings in a diverse large-scale lesion database
K Yan, X Wang, L Lu, L Zhang, AP Harrison, M Bagheri, RM Summers
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
1072018
Attention-guided curriculum learning for weakly supervised classification and localization of thoracic diseases on chest radiographs
Y Tang, X Wang, AP Harrison, L Lu, J Xiao, RM Summers
International Workshop on Machine Learning in Medical Imaging, 249-258, 2018
922018
Accurate weakly-supervised deep lesion segmentation using large-scale clinical annotations: Slice-propagated 3d mask generation from 2d recist
J Cai, Y Tang, L Lu, AP Harrison, K Yan, J Xiao, L Yang, RM Summers
International Conference on Medical Image Computing and Computer-Assisted …, 2018
502018
3D Convolutional Neural Networks with Graph Refinement for Airway Segmentation Using Incomplete Data Labels
D Jin, Z Xu, AP Harrison, K George, DJ Mollura
International Workshop on Machine Learning in Medical Imaging, 141-149, 2017
472017
Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT Using Two-Stream Chained 3D Deep Network Fusion
D Jin, D Guo, TY Ho, AP Harrison, J Xiao, C Tseng, L Lu
International Conference on Medical Image Computing and Computer-Assisted …, 2019
442019
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays
J Cai, L Lu, AP Harrison, X Shi, P Chen, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2018
432018
CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement
Y Tang, J Cai, L Lu, AP Harrison, K Yan, J Xiao, L Yang, RM Summers
International Workshop on Machine Learning in Medical Imaging, 46-54, 2018
422018
Deep hierarchical multi-label classification of chest X-ray images
H Chen, S Miao, D Xu, GD Hager, AP Harrison
International Conference on Medical Imaging with Deep Learning, 109-120, 2019
382019
Pathological Pulmonary Lobe Segmentation from CT Images using Progressive Holistically Nested Neural Networks and Random Walker
K George, AP Harrison, D Jin, Z Xu, DJ Mollura
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017
362017
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search
D Guo, D Jin, Z Zhu, TY Ho, AP Harrison, CH Chao, J Xiao, L Lu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
342020
Driving problems in patients with rheumatoid arthritis.
AB Cranney, A Harrison, L Ruhland, C Vaidyanath, I Graham, ...
The Journal of Rheumatology 32 (12), 2337-2342, 2005
332005
Semi-automatic recist labeling on ct scans with cascaded convolutional neural networks
Y Tang, AP Harrison, M Bagheri, J Xiao, RM Summers
International Conference on Medical Image Computing and Computer-Assisted …, 2018
292018
Weakly Supervised Universal Fracture Detection in Pelvic X-Rays
Y Wang, L Lu, CT Cheng, D Jin, AP Harrison, J Xiao, CH Liao, S Miao
International Conference on Medical Image Computing and Computer-Assisted …, 2019
262019
Learning from multiple datasets with heterogeneous and partial labels for universal lesion detection in CT
K Yan, J Cai, Y Zheng, AP Harrison, D Jin, Y Tang, Y Tang, L Huang, ...
IEEE Transactions on Medical Imaging 40 (10), 2759-2770, 2020
232020
A multichannel block‐matching denoising algorithm for spectral photon‐counting CT images
AP Harrison, Z Xu, A Pourmorteza, DA Bluemke, DJ Mollura
Medical physics 44 (6), 2447-2452, 2017
192017
Feasibility of computer-aided identification of foraminiferal tests
K Ranaweera, AP Harrison, S Bains, D Joseph
Marine Micropaleontology 72 (1-2), 66-75, 2009
182009
DeepTarget: Gross tumor and clinical target volume segmentation in esophageal cancer radiotherapy
D Jin, D Guo, TY Ho, AP Harrison, J Xiao, C Tseng, L Lu
Medical Image Analysis 68, 101909, 2021
162021
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