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Publications
Title | Authors | Conference/Journal | Year | Area |
---|---|---|---|---|
A deep community based approach for large scale content based X-ray image retrieval | Nandinee Fariah Haq , Mehdi Moradi, Z Jane Wang | Medical Image Analysis Journal | 2021 | Chest Xray |
Creation and validation of a chest X-ray dataset with eye-tracking and report dictation for AI development | Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy t. Wu, Arjun Sharma, Matthew Tong, Shafiq abedin, David Beymer, Vandana Mukherjee, Elizabeth a. Krupinski ,Mehdi Moradi | Scientific Data Journal | 2021 | Chest Xray |
Modeling uncertainty in multimodal fusion for lung cancer survival analysis | H. Wang. V. Subramanian, T. Syeda-Mahmood | IEEE 18th International Symposium on Biomedical Imaging (ISBI) | 2021 | Chest Xray |
Multimodal fusion using sparse CCA for breast cancer survival prediction | V. Subramanian, M. Do, T. Syeda-Mahmood | IEEE 18th International Symposium on Biomedical Imaging (ISBI) | 2021 | Breast Cancer |
On the Role of Artificial Intelligence in Medical Imaging of COVID-19 | Jannis Born, David Beymer, Deepta Rajan, Adam Coy, Vandana V. Mukherjee, Matteo Manica, Prasanth Prasanna, Deddeh Ballah, Michal Guindy, Dorith Shaham, Pallav L. Shah, Emmanouil Karteris, Jan L. Robertus, Maria Gabrani, Michal Rosen-Zvi | Patterns Journal | 2021 | COVID-19 |
Quantifying Explainers of Graph Neural Networks in Computational Pathology | Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, Orcun Goksel | Computer Vision and Pattern Recognition (CVPR) | 2021 | Digital Pathology |
Reducing annotation effort in digital pathology: A Co-Representation learning framework for classification tasks | PushpakPati, AntonioFoncubierta-Rodríguez, OrcunGoksel, MariaGabrani | Medical Image Analysis | 2021 | Digital Pathology |
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study | Luyao Shi, Deepta Rajan, Shafiq Abedin, Manikanta Srikar Yellapragada, David Beymer, Ehsan Dehghan | MIDL (PMLR) | 2020 | Attention-guided Segmentation for Cardiac CT |
Automatic localization of lung opacity in chest CT images - A Real-world Study | Yiting Xie, Deepta Rajan, Larissa Schudlo et al. | SPIE | 2020 | Segmentation of Lung Opacities in CT |
Combining Deep Learning and Knowledge-driven Reasoning for Chest X-Ray Findings Detection | Ashutosh Jadhav, Ken C. L. Wong, Joy T. Wu, Mehdi Moradi, Tanveer F. Syeda-Mahmood | American Medical Informatics Association (AMIA) Annual Symposium | 2020 | Chest Xray |
Showing 1 to 10 of 135 entries