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

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext bestellen

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

Volltext bestellen

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

Volltext bestellen

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

Volltext bestellen

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

Volltext bestellen

Addressing Catastrophic Forgetting by Modulating Global Batch Normalization Statistics for Medical Domain Expansion von Gupta, Sharut, Chang, Ken, Qu, Liangqiong, Rana, Aakanksha, Ahmed, Syed Rakin, 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, Singh, Praveer

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext

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

Volltext