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A Novel Framework for Characterization of Tumor-Immune Spatial Relationships in Tumor Microenvironment


Apr 27, 2022
Mahmudul Hasan, Jakub R. Kaczmarzyk, David Paredes, Lyanne Oblein, Jaymie Oentoro, Shahira Abousamra, Michael Horowitz, Dimitris Samaras, Chao Chen, Tahsin Kurc, Kenneth R. Shroyer, Joel Saltz

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Self Pre-training with Masked Autoencoders for Medical Image Analysis


Mar 10, 2022
Lei Zhou, Huidong Liu, Joseph Bae, Junjun He, Dimitris Samaras, Prateek Prasanna

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* Technical report, 12 pages, 4 figures 

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Visual attention analysis of pathologists examining whole slide images of Prostate cancer


Feb 17, 2022
Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras

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* Accepted for oral presentation at ISBI 2022 

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Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs


Jan 18, 2022
Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Amit Gupta, Dimitris Samaras, Prateek Prasanna

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* Extended version of the MICCAI 2021 paper https://link.springer.com/chapter/10.1007/978-3-030-87234-2_33 The code is available at https://github.com/cvlab-stonybrook/LSAE 

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CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning


Nov 23, 2021
Xin Zhang, Zixuan Liu, Kaiwen Xiao, Tian Shen, Junzhou Huang, Wei Yang, Dimitris Samaras, Xiao Han

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* 19 Pages, 9 figures, conference paper 

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Multi-Class Cell Detection Using Spatial Context Representation


Oct 10, 2021
Shahira Abousamra, David Belinsky, John Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

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SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery


Aug 11, 2021
Aggelina Chatziagapi, ShahRukh Athar, Francesc Moreno-Noguer, Dimitris Samaras

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* version 1.0.0 

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FLAME-in-NeRF : Neural control of Radiance Fields for Free View Face Animation


Aug 10, 2021
ShahRukh Athar, Zhixin Shu, Dimitris Samaras

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* version 1.0.0 

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Temporal Feature Warping for Video Shadow Detection


Jul 29, 2021
Shilin Hu, Hieu Le, Dimitris Samaras

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Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms


Jul 13, 2021
Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna

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* This work will be presented at MICCAI 2021 

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