Prediction of burden and management of renal calculi from whole kidney radiomics: a multicenter study

por Homayounieh, Fatemeh, Doda Khera, Ruhani, Bizzo, Bernardo Canedo, Ebrahimian, Shadi, Primak, Andrew, Schmidt, Bernhard, Saini, Sanjay, Kalra, Mannudeep K.
Publicado 2020

CT Radiomics, Radiologists, and Clinical Information in Predicting Outcome of Patients with COVID-19 Pneumonia

por Homayounieh, Fatemeh, Ebrahimian, Shadi, Babaei, Rosa, Mobin, Hadi Karimi, Zhang, Eric, Bizzo, Bernardo Canedo, Mohseni, Iman, Digumarthy, Subba R., Kalra, Mannudeep K.
Publicado 2020

Radiologist-Trained and -Tested (R2.2.4) Deep Learning Models for Identifying Anatomical Landmarks in Chest CT

por Kaviani, Parisa, Bizzo, Bernardo C., Digumarthy, Subba R., Dasegowda, Giridhar, Karout, Lina, Hillis, James, Neumark, Nir, Kalra, Mannudeep K., Dreyer, Keith J.
Publicado 2022

Performance of a Chest Radiography AI Algorithm for Detection of Missed or Mislabeled Findings: A Multicenter Study

por Kaviani, Parisa, Digumarthy, Subba R., Bizzo, Bernardo C., Reddy, Bhargava, Tadepalli, Manoj, Putha, Preetham, Jagirdar, Ammar, Ebrahimian, Shadi, Kalra, Mannudeep K., Dreyer, Keith J.
Publicado 2022

Validation pipeline for machine learning algorithm assessment for multiple vendors

por Bizzo, Bernardo C., Ebrahimian, Shadi, Walters, Mark E., Michalski, Mark H., Andriole, Katherine P., Dreyer, Keith J., Kalra, Mannudeep K., Alkasab, Tarik, Digumarthy, Subba R.
Publicado 2022

Auto-Detection of Motion Artifacts on CT Pulmonary Angiograms with a Physician-Trained AI Algorithm

por Dasegowda, Giridhar, Bizzo, Bernardo C., Kaviani, Parisa, Karout, Lina, Ebrahimian, Shadi, Digumarthy, Subba R., Neumark, Nir, Hillis, James M., Kalra, Mannudeep K., Dreyer, Keith J.
Publicado 2023

Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study

por Ebrahimian, Shadi, Homayounieh, Fatemeh, Rockenbach, Marcio A. B. C., Putha, Preetham, Raj, Tarun, Dayan, Ittai, Bizzo, Bernardo C., Buch, Varun, Wu, Dufan, Kim, Kyungsang, Li, Quanzheng, Digumarthy, Subba R., Kalra, Mannudeep K.
Publicado 2021

Frequency of Missed Findings on Chest Radiographs (CXRs) in an International, Multicenter Study: Application of AI to Reduce Missed Findings

por Kaviani, Parisa, Kalra, Mannudeep K., Digumarthy, Subba R., Gupta, Reya V., Dasegowda, Giridhar, Jagirdar, Ammar, Gupta, Salil, Putha, Preetham, Mahajan, Vidur, Reddy, Bhargava, Venugopal, Vasanth K., Tadepalli, Manoj, Bizzo, Bernardo C., Dreyer, Keith J.
Publicado 2022

Multicenter Assessment of CT Pneumonia Analysis Prototype for Predicting Disease Severity and Patient Outcome

por Homayounieh, Fatemeh, Bezerra Cavalcanti Rockenbach, Marcio Aloisio, Ebrahimian, Shadi, Doda Khera, Ruhani, Bizzo, Bernardo C., Buch, Varun, Babaei, Rosa, Karimi Mobin, Hadi, Mohseni, Iman, Mitschke, Matthias, Zimmermann, Mathis, Durlak, Felix, Rauch, Franziska, Digumarthy, Subba R, Kalra, Mannudeep K.
Publicado 2021

Evaluation of an Artificial Intelligence Model for Detection of Pneumothorax and Tension Pneumothorax in Chest Radiographs

por Hillis, James M., Bizzo, Bernardo C., Mercaldo, Sarah, Chin, John K., Newbury-Chaet, Isabella, Digumarthy, Subba R., Gilman, Matthew D., Muse, Victorine V., Bottrell, Georgie, Seah, Jarrel C.Y., Jones, Catherine M., Kalra, Mannudeep K., Dreyer, Keith J.
Publicado 2022

Investigating centering, scan length, and arm position impact on radiation dose across 4 countries from 4 continents during pandemic: Mitigating key radioprotection issues

por Ebrahimian, Shadi, Oliveira Bernardo, Monica, Alberto Moscatelli, Antônio, Tapajos, Juliana, Leitão Tapajós, Luciano, Jamil Khoury, Helen, Babaei, Rosa, Karimi Mobin, Hadi, Mohseni, Iman, Arru, Chiara, Carriero, Alessandro, Falaschi, Zeno, Pasche, Alessio, Saba, Luca, Homayounieh, Fatemeh, Bizzo, Bernardo C., Vassileva, Jenia, Kalra, Mannudeep K.
Publicado 2021

Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19

por 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
Publicado 2022

Association of Artificial Intelligence–Aided Chest Radiograph Interpretation With Reader Performance and Efficiency

por Ahn, Jong Seok, Ebrahimian, Shadi, McDermott, Shaunagh, Lee, Sanghyup, Naccarato, Laura, Di Capua, John F., Wu, Markus Y., Zhang, Eric W., Muse, Victorine, Miller, Benjamin, Sabzalipour, Farid, Bizzo, Bernardo C., Dreyer, Keith J., Kaviani, Parisa, Digumarthy, Subba R., Kalra, Mannudeep K.
Publicado 2022

Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging

por Bridge, Christopher P., Bizzo, Bernardo C., Hillis, James M., Chin, John K., Comeau, Donnella S., Gauriau, Romane, Macruz, Fabiola, Pawar, Jayashri, Noro, Flavia T. C., Sharaf, Elshaimaa, Straus Takahashi, Marcelo, Wright, Bradley, Kalafut, John F., Andriole, Katherine P., Pomerantz, Stuart R., Pedemonte, Stefano, González, R. Gilberto
Publicado 2022

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19

por Zhong, Aoxiao, Li, Xiang, Wu, Dufan, Ren, Hui, Kim, Kyungsang, Kim, Younggon, Buch, Varun, Neumark, Nir, Bizzo, Bernardo, Tak, Won Young, Park, Soo Young, Lee, Yu Rim, Kang, Min Kyu, Park, Jung Gil, Kim, Byung Seok, Chung, Woo Jin, Guo, Ning, Dayan, Ittai, Kalra, Mannudeep K., Li, Quanzheng
Publicado 2021

Head CT deep learning model is highly accurate for early infarct estimation

por Gauriau, Romane, Bizzo, Bernardo C., Comeau, Donnella S., Hillis, James M., Bridge, Christopher P., Chin, John K., Pawar, Jayashri, Pourvaziri, Ali, Sesic, Ivana, Sharaf, Elshaimaa, Cao, Jinjin, Noro, Flavia T. C., Wiggins, Walter F., Caton, M. Travis, Kitamura, Felipe, Dreyer, Keith J., Kalafut, John F., Andriole, Katherine P., Pomerantz, Stuart R., Gonzalez, Ramon G., Lev, Michael H.
Publicado 2023

A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records

por Gong, Kuang, Wu, Dufan, Arru, Chiara Daniela, Homayounieh, Fatemeh, Neumark, Nir, Guan, Jiahui, Buch, Varun, Kim, Kyungsang, Bizzo, Bernardo Canedo, Ren, Hui, Tak, Won Young, Park, Soo Young, Lee, Yu Rim, Kang, Min Kyu, Park, Jung Gil, Carriero, Alessandro, Saba, Luca, Masjedi, Mahsa, Talari, Hamidreza, Babaei, Rosa, Mobin, Hadi Karimi, Ebrahimian, Shadi, Guo, Ning, Digumarthy, Subba R., Dayan, Ittai, Kalra, Mannudeep K., Li, Quanzheng
Publicado 2021

Federated Learning used for predicting outcomes in SARS-COV-2 patients

por Flores, Mona, Dayan, Ittai, Roth, Holger, Zhong, Aoxiao, Harouni, Ahmed, Gentili, Amilcare, Abidin, Anas, Liu, Andrew, Costa, Anthony, Wood, Bradford, Tsai, Chien-Sung, Wang, Chih-Hung, Hsu, Chun-Nan, Lee, CK, Ruan, Colleen, Xu, Daguang, Wu, Dufan, Huang, Eddie, Kitamura, Felipe, Lacey, Griffin, César de Antônio Corradi, Gustavo, Shin, Hao-Hsin, Obinata, Hirofumi, Ren, Hui, Crane, Jason, Tetreault, Jesse, Guan, Jiahui, Garrett, John, Park, Jung Gil, Dreyer, Keith, Juluru, Krishna, Kersten, Kristopher, Bezerra Cavalcanti Rockenbach, Marcio Aloisio, Linguraru, Marius, Haider, Masoom, AbdelMaseeh, Meena, Rieke, Nicola, Damasceno, Pablo, Cruz e Silva, Pedro Mario, Wang, Pochuan, Xu, Sheng, Kawano, Shuichi, Sriswasdi, Sira, Park, Soo Young, Grist, Thomas, Buch, Varun, Jantarabenjakul, Watsamon, Wang, Weichung, Tak, Won Young, Li, Xiang, Lin, Xihong, Kwon, Fred, Gilbert, Fiona, Kaggie, Josh, Li, Quanzheng, Quraini, Abood, Feng, Andrew, Priest, Andrew, Turkbey, Baris, Glicksberg, Benjamin, Bizzo, Bernardo, Kim, Byung Seok, Tor-Diez, Carlos, Lee, Chia-Cheng, Hsu, Chia-Jung, Lin, Chin, Lai, Chiu-Ling, Hess, Christopher, Compas, Colin, Bhatia, Deepi, Oermann, Eric, Leibovitz, Evan, Sasaki, Hisashi, Mori, Hitoshi, Yang, Isaac, Sohn, Jae Ho, Keshava Murthy, Krishna Nand, Fu, Li-Chen, Furtado de Mendonça, Matheus Ribeiro, Fralick, Mike, Kang, Min Kyu, Adil, Mohammad, Gangai, Natalie, Vateekul, Peerapon, Elnajjar, Pierre, Hickman, Sarah, Majumdar, Sharmila, McLeod, Shelley, Reed, Sheridan, Graf, Stefan, Harmon, Stephanie, Kodama, Tatsuya, Puthanakit, Thanyawee, Mazzulli, Tony, de Lima Lavor, Vitor, Rakvongthai, Yothin, Lee, Yu Rim, Wen, Yuhong
Publicado 2021