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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
3672018
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
1652018
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
1382017
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
1252018
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
1072018
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
562018
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
532017
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
512018
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
492020
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
472019
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
462018
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
442019
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
402017
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
352005
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
342020
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
322018
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
312019
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
arXiv preprint arXiv:1702.00045, 2017
262017
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
252021
Co-heterogeneous and adaptive segmentation from multi-source and multi-phase CT imaging data: a study on pathological liver and lesion segmentation
A Raju, CT Cheng, Y Huo, J Cai, J Huang, J Xiao, L Lu, CH Liao, ...
European Conference on Computer Vision, 448-465, 2020
232020
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