 | Up a level |
Mahapatra, Dwarikanath; Tennakoon, Ruwan; George, Yasmeen; Roy, Sudipta; Bozorgtabar, Behzad; Ge, Zongyuan; Reyes, Mauricio (2024). ALFREDO: Active Learning with FeatuRe disEntangelement and DOmain adaptation for medical image classification. Medical image analysis, 97(103261), p. 103261. Elsevier 10.1016/j.media.2024.103261
Mahapatra, Dwarikanath; Bozorgtabar, Behzad; Ge, Zongyuan; Reyes, Mauricio (2024). GANDALF: Graph-based transformer and Data Augmentation Active Learning Framework with interpretable features for multi-label chest Xray classification. Medical image analysis, 93(103075), p. 103075. Elsevier 10.1016/j.media.2023.103075
Mahapatra, Dwarikanath; Jimeno Yepes, Antonio Jose; Kuanar, Shiba; Roy, Sudipta; Bozorgtabar, Behzad; Reyes, Mauricio; Ge, Zongyuan (8 October 2023). Class Specific Feature Disentanglement and Text Embeddings for Multi-label Generalized Zero Shot CXR Classification. In: International Conference on Medical Image Computing and Computer-Assisted Intervention. Lecture Notes in Computer Science: Vol. 14221 (pp. 276-286). Springer 10.1007/978-3-031-43895-0_26
Mahapatra, Dwarikanath; Poellinger, Alexander; Reyes, Mauricio (2023). Graph Node Based Interpretability Guided Sample Selection for Active Learning. IEEE transactions on medical imaging, 42(3), pp. 661-673. Institute of Electrical and Electronics Engineers IEEE 10.1109/TMI.2022.3215017
Mahapatra, Dwarikanath; Poellinger, Alexander; Reyes, Mauricio (2022). Interpretability-Guided Inductive Bias For Deep Learning Based Medical Image. Medical image analysis, 81, p. 102551. Elsevier 10.1016/j.media.2022.102551
Mahapatra, Dwarikanath; Poellinger, Alexander; Shao, Ling; Reyes, Mauricio (2021). Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation. IEEE transactions on medical imaging, 40(10), pp. 2548-2562. Institute of Electrical and Electronics Engineers IEEE 10.1109/TMI.2021.3061724
Bozorgtabar, Behzad; Mahapatra, Dwarikanath; Zlobec, Inti; Rau, Tilman T.; Thiran, Jean-Philippe (2020). Editorial: Computational Pathology. Frontiers in medicine, 7(245), p. 245. Frontiers 10.3389/fmed.2020.00245
Bozorgtabar, Behzad; Mahapatra, Dwarikanath; von Tengg-Kobligk, Hendrik; Pöllinger, Alexander; Ebner, Lukas; Thiran, Jean-Phillipe; Reyes, Mauricio (2019). Informative sample generation using class aware generative adversarial networks for classification of chest Xrays. Computer vision and image understanding, 184, pp. 57-65. Elsevier 10.1016/j.cviu.2019.04.007
Mahapatra, Dwarikanath; Bozorgtabar, Behzad; Thiran, Jean-Philippe; Reyes, Mauricio (2018). Efficient Active Learning for Image Classification and Segmentation Using a Sample Selection and Conditional Generative Adversarial Network. In: Frangi, Alejandro F.; Schnabel, Julia A.; Davatzikos, Christos; Alberola-López, Carlos; Fichtinger, Gabor (eds.) Medical Image Computing and Computer Assisted Interventions. Lecture Notes in Computer Science: Vol. 11071 (pp. 580-588). Cham: Springer International Publishing 10.1007/978-3-030-00934-2_65
