Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs using Convolutional Siamese Neural Networks von Li, Matthew D, Arun, Nishanth Thumbavanam, Gidwani, Mishka, Chang, Ken, Deng, Francis, Little, Brent P, Mendoza, Dexter P, Lang, Min, Lee, Susanna I, O'Shea, Aileen, Parakh, Anushri, Singh, Praveer, Kalpathy-Cramer, Jayashree

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Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density von Chang, Ken, Beers, Andrew L., Brink, Laura, Patel, Jay B., Singh, Praveer, Arun, Nishanth T., Hoebel, Katharina V., Gaw, Nathan, Shah, Meesam, Pisano, Etta D., Tilkin, Mike, Coombs, Laura P., Dreyer, Keith J., Allen, Bibb, Agarwal, Sheela, Kalpathy-Cramer, Jayashree

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Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19 von Li, Matthew D., Arun, Nishanth T., Aggarwal, Mehak, Gupta, Sharut, Singh, Praveer, Little, Brent P., Mendoza, Dexter P., Corradi, Gustavo C.A., Takahashi, Marcelo S., Ferraciolli, Suely F., Succi, Marc D., Lang, Min, Bizzo, Bernardo C., Dayan, Ittai, Kitamura, Felipe C., Kalpathy-Cramer, Jayashree

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Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging von Arun, Nishanth, Gaw, Nathan, Singh, Praveer, Chang, Ken, Aggarwal, Mehak, Chen, Bryan, Hoebel, Katharina, Gupta, Sharut, Patel, Jay, Gidwani, Mishka, Adebayo, Julius, Li, Matthew D, Kalpathy-Cramer, Jayashree

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QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results von Mehta, Raghav, Filos, Angelos, Baid, Ujjwal, Sako, Chiharu, McKinley, Richard, Rebsamen, Michael, Datwyler, Katrin, Meier, Raphael, Radojewski, Piotr, Gowtham Krishnan Murugesan, Nalawade, Sahil, Ganesh, Chandan, Wagner, Ben, Yu, Fang F, Fei, Baowei, Madhuranthakam, Ananth J, Maldjian, Joseph A, Daza, Laura, Gomez, Catalina, Arbelaez, Pablo, Dai, Chengliang, Wang, Shuo, Reynaud, Hadrien, Yuan-han, Mo, Angelini, Elsa, Guo, Yike, Bai, Wenjia, Banerjee, Subhashis, Lin-min, Pei, Murat, A K, Rosas-Gonzalez, Sarahi, Zemmoura, Ilyess, Tauber, Clovis, Vu, Minh H, Nyholm, Tufve, Lofstedt, Tommy, Laura Mora Ballestar, Vilaplana, Veronica, McHugh, Hugh, Gonzalo Maso Talou, Wang, Alan, Patel, Jay, Chang, Ken, Hoebel, Katharina, Gidwani, Mishka, Nishanth Arun, Gupta, Sharut, Aggarwal, Mehak, Singh, Praveer, Gerstner, Elizabeth R, Kalpathy-Cramer, Jayashree, Boutry, Nicolas, Huard, Alexis, Vidyaratne, Lasitha, Rahman, Md Monibor, Iftekharuddin, Khan M, Chazalon, Joseph, Puybareau, Elodie, Tochon, Guillaume, Ma, Jun, Cabezas, Mariano, Llado, Xavier, Oliver, Arnau, Valencia, Liliana, Valverde, Sergi, Amian, Mehdi, Soltaninejad, Mohammadreza, Myronenko, Andriy, Hatamizadeh, Ali, Xue, Feng, Dou, Quan, Tustison, Nicholas, Meyer, Craig, Shah, Nisarg A, Talbar, Sanjay, Weber, Marc-Andre, Mahajan, Abhishek, Jakab, Andras, Wiest, Roland, Fathallah-Shaykh, Hassan M, Nazeri, Arash, Mikhail Milchenko1, Marcus, Daniel, Kotrotsou, Aikaterini, Colen, Rivka, Freymann, John, Kirby, Justin, Davatzikos, Christos, Menze, Bjoern, Bakas, Spyridon, Yarin Gal, Arbel, Tal

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Segmentation, Survival Prediction, and Uncertainty Estimation of Gliomas from Multimodal 3D MRI Using Selective Kernel Networks von Patel, Jay, Chang, Ken, Hoebel, Katharina, Gidwani, Mishka, Arun, Nishanth, Gupta, Sharut, Aggarwal, Mehak, Singh, Praveer, Rosen, Bruce R., Gerstner, Elizabeth R., Kalpathy-Cramer, Jayashree

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Assessing the validity of saliency maps for abnormality localization in medical imaging von Arun, Nishanth Thumbavanam, Gaw, Nathan, Singh, Praveer, Chang, Ken, Hoebel, Katharina Viktoria, Patel, Jay, Gidwani, Mishka, Kalpathy-Cramer, Jayashree

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The unreasonable effectiveness of Batch-Norm statistics in addressing catastrophic forgetting across medical institutions von Gupta, Sharut, Singh, Praveer, Chang, Ken, Aggarwal, Mehak, Arun, Nishanth, Qu, Liangqiong, Hoebel, Katharina, Patel, Jay, Gidwani, Mishka, Vaswani, Ashwin, Rubin, Daniel L, Kalpathy-Cramer, Jayashree

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Towards Trainable Saliency Maps in Medical Imaging von Aggarwal, Mehak, Arun, Nishanth, Gupta, Sharut, Vaswani, Ashwin, Chen, Bryan, Li, Matthew, Chang, Ken, Patel, Jay, Hoebel, Katherine, Gidwani, Mishka, Kalpathy-Cramer, Jayashree, Singh, Praveer

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Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging von Arun, Nishanth, Gaw, Nathan, Singh, Praveer, Chang, Ken, Aggarwal, Mehak, Chen, Bryan, Hoebel, Katharina, Gupta, Sharut, Patel, Jay, Gidwani, Mishka, Adebayo, Julius, Li, Matthew D, Kalpathy-Cramer, Jayashree

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Addressing catastrophic forgetting for medical domain expansion von Gupta, Sharut, Singh, Praveer, Chang, Ken, Qu, Liangqiong, Aggarwal, Mehak, Arun, Nishanth, Vaswani, Ashwin, Raghavan, Shruti, Agarwal, Vibha, Gidwani, Mishka, Hoebel, Katharina, Patel, Jay, Lu, Charles, Bridge, Christopher P, Rubin, Daniel L, Kalpathy-Cramer, Jayashree

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QU-BraTS: MICCAI BraTS 2020 Challenge on QuantifyingUncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results von Mehta, Raghav, Filos, Angelos, Baid, Ujjwal, Sako, Chiharu, McKinley, Richard, Rebsamen, Michael, Dätwyler, Katrin, Meier, Raphael, Radojewski, Piotr, Murugesan, Gowtham Krishnan, Nalawade, Sahil, Ganesh, Chandan, Wagner, Ben, Yu, Fang F., Fei, Baowei, Madhuranthakam, Ananth J., Maldjian, Joseph A., Daza, Laura, Gómez, Catalina, Arbeláez, Pablo, Dai, Chengliang, Wang, Shuo, Reynaud, Hadrien, Mo, Yuanhan, Angelini, Elsa, Guo, Yike, Bai, Wenjia, Banerjee, Subhashis, Pei, Linmin, AK, Murat, Rosas-González, Sarahi, Zemmoura, Ilyess, Tauber, Clovis, Vu, Minh Hoang, Nyholm, Tufve, Löfstedt, Tommy, Ballestar, Laura Mora, Vilaplana, Veronica, McHugh, Hugh, Talou, Gonzalo Maso, Wang, Alan, Patel, Jay, Chang, Ken, Hoebel, Katharina, Gidwani, Mishka, Arun, Nishanth, Gupta, Sharut, Aggarwal, Mehak, Singh, Praveer, Gerstner, Elizabeth R., Kalpathy-Cramer, Jayashree, Boutry, Nicolas, Huard, Alexis, Vidyaratne, Lasitha, Rahman, Md Monibor, Iftekharuddin, Khan M., Chazalon, Joseph, Puybareau, Elodie, Tochon, Guillaume, Ma, Jun, Cabezas, Mariano, Llado, Xavier, Oliver, Arnau, Valencia, Liliana, Valverde, Sergi, Amian, Mehdi, Soltaninejad, Mohammadreza, Myronenko, Andriy, Hatamizadeh, Ali, Feng, Xue, Dou, Quan, Tustison, Nicholas, Meyer, Craig, Shah, Nisarg A., Talbar, Sanjay, Weber, Marc-André, Mahajan, Abhishek, Jakab, Andras, Wiest, Roland, Fathallah-Shaykh, Hassan M., Nazeri, Arash, Milchenko, Mikhail, Marcus, Daniel, Kotrotsou, Aikaterini, Colen, Rivka, Freymann, John, Kirby, Justin, Davatzikos, Christos, Menze, Bjoern, Bakas, Spyridon, Gal, Yarin, Arbel, Tal

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Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging von Nishanth Arun, Gaw, Nathan, Singh, Praveer, Chang, Ken, Aggarwal, Mehak, Chen, Bryan, Hoebel, Katharina, Gupta, Sharut, Patel, Jay, Gidwani, Mishka, Adebayo, Julius, Li, Matthew D, Kalpathy-Cramer, Jayashree

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Assessing the validity of saliency maps for abnormality localization in medical imaging von Arun, Nishanth Thumbavanam, Gaw, Nathan, Singh, Praveer, Chang, Ken, Hoebel, Katharina Viktoria, Patel, Jay, Gidwani, Mishka, Kalpathy-Cramer, Jayashree

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The unreasonable effectiveness of Batch-Norm statistics in addressing catastrophic forgetting across medical institutions von Gupta, Sharut, Singh, Praveer, Chang, Ken, Aggarwal, Mehak, Nishanth Arun, Qu, Liangqiong, Hoebel, Katharina, Patel, Jay, Gidwani, Mishka, Vaswani, Ashwin, Rubin, Daniel L, Kalpathy-Cramer, Jayashree

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Towards Trainable Saliency Maps in Medical Imaging von Aggarwal, Mehak, Nishanth Arun, Gupta, Sharut, Vaswani, Ashwin, Chen, Bryan, Li, Matthew, Chang, Ken, Patel, Jay, Hoebel, Katherine, Gidwani, Mishka, Kalpathy-Cramer, Jayashree, Singh, Praveer

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Addressing catastrophic forgetting for medical domain expansion von Gupta, Sharut, Singh, Praveer, Chang, Ken, Qu, Liangqiong, Aggarwal, Mehak, Nishanth Arun, Vaswani, Ashwin, Raghavan, Shruti, Agarwal, Vibha, Gidwani, Mishka, Hoebel, Katharina, Patel, Jay, Lu, Charles, Bridge, Christopher P, Rubin, Daniel L, Kalpathy-Cramer, Jayashree

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Microbial Colonization Pattern of Indwelling Double J Stents in Children von Nishanth, Sandeep, Babu, Ramesh, Arunaa, Sathyamurthy, Prasad, D Arun, Shanthi, M, Sekar, Uma

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Enhancing the gain of antenna array through optimization of feeding methods von Rao, K. Nishanth, Arun, V., Reddy, Laxma, Sucharitha

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Preliminary study on marine debris pollution along Marina beach, Chennai, India von A., Arun Kumar, R., Sivakumar, Reddy, Y. Sai Rutwik, M.V., Bhagya Raja, T., Nishanth, V., Revanth

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