Artificial Intelligence of COVID-19 Imaging: A Hammer in Search of a Nail

por Summers, Ronald M.
Publicado 2020

SPIE Computer-Aided Diagnosis conference anniversary review

por Summers, Ronald M., Giger, Maryellen L.
Publicado 2022

Medical Image Data and Datasets in the Era of Machine Learning—Whitepaper from the 2016 C-MIMI Meeting Dataset Session

por Kohli, Marc D., Summers, Ronald M., Geis, J. Raymond
Publicado 2017

Automated CT-Based Body Composition Analysis: A Golden Opportunity

por Pickhardt, Perry J., Summers, Ronald M., Garrett, John W.
Publicado 2021

Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks

por Sandfort, Veit, Yan, Ke, Pickhardt, Perry J., Summers, Ronald M.
Publicado 2019

Computer Aided-Diagnosis of Prostate Cancer on Multiparametric MRI: A Technical Review of Current Research

por Wang, Shijun, Burtt, Karen, Turkbey, Baris, Choyke, Peter, Summers, Ronald M.
Publicado 2014

Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports*

por Zhu, Qingqing, Mathai, Tejas Sudharshan, Mukherjee, Pritam, Peng, Yifan, Summers, Ronald M., Lu, Zhiyong
Publicado 2023

Prostate cancer detection from multi-institution multiparametric MRIs using deep convolutional neural networks system (Erratum)

por Sumathipala, Yohan, Lay, Nathan, Turkbey, Baris, Smith, Clayton, Choyke, Peter L., Summers, Ronald M.
Publicado 2019

CT image-based biomarkers acquired by AI-based algorithms for the opportunistic prediction of falls

por Liu, Daniel, Binkley, Neil C, Perez, Alberto, Garrett, John W, Zea, Ryan, Summers, Ronald M, Pickhardt, Perry J
Publicado 2023

Associations among Pericolonic Fat, Visceral Fat, and Colorectal Polyps on CT Colonography

por Liu, Jiamin, Pattanaik, Sanket, Yao, Jianhua, Dwyer, Andrew J., Pickhardt, Perry J., Choi, J. Richard, Summers, Ronald M.
Publicado 2014

Assessment of Aortoiliac Atherosclerotic Plaque on CT in Prostate Cancer Patients Undergoing Treatment

por Lee, Sungwon, Elton, Daniel C., Gulley, James L., Pickhardt, Perry J., Dahut, William L., Madan, Ravi A., Pinto, Peter A., Citrin, Deborah E., Summers, Ronald M.
Publicado 2022

Automated abnormality classification of chest radiographs using deep convolutional neural networks

por Tang, Yu-Xing, Tang, You-Bao, Peng, Yifan, Yan, Ke, Bagheri, Mohammadhadi, Redd, Bernadette A., Brandon, Catherine J., Lu, Zhiyong, Han, Mei, Xiao, Jing, Summers, Ronald M.
Publicado 2020

Fifty years of SPIE Medical Imaging proceedings papers

por Nishikawa, Robert M., Deserno, Thomas M., Madabhushi, Anant, Krupinski, Elizabeth A., Summers, Ronald M., Hoeschen, Christoph, Mello-Thoms, Claudia, Myers, Kyle J., Kupinski, Mathew A., Siewerdsen, Jeffrey H.
Publicado 2022

How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?

por Holste, Gregory, Jiang, Ziyu, Jaiswal, Ajay, Hanna, Maria, Minkowitz, Shlomo, Legasto, Alan C., Escalon, Joanna G., Steinberger, Sharon, Bittman, Mark, Shen, Thomas C., Ding, Ying, Summers, Ronald M., Shih, George, Peng, Yifan, Wang, Zhangyang
Publicado 2023

The future of digital health with federated learning

por Rieke, Nicola, Hancox, Jonny, Li, Wenqi, Milletarì, Fausto, Roth, Holger R., Albarqouni, Shadi, Bakas, Spyridon, Galtier, Mathieu N., Landman, Bennett A., Maier-Hein, Klaus, Ourselin, Sébastien, Sheller, Micah, Summers, Ronald M., Trask, Andrew, Xu, Daguang, Baust, Maximilian, Cardoso, M. Jorge
Publicado 2020

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

por Holste, Gregory, Zhou, Yiliang, Wang, Song, Jaiswal, Ajay, Lin, Mingquan, Zhuge, Sherry, Yang, Yuzhe, Kim, Dongkyun, Nguyen-Mau, Trong-Hieu, Tran, Minh-Triet, Jeong, Jaehyup, Park, Wongi, Ryu, Jongbin, Hong, Feng, Verma, Arsh, Yamagishi, Yosuke, Kim, Changhyun, Seo, Hyeryeong, Kang, Myungjoo, Celi, Leo Anthony, Lu, Zhiyong, Summers, Ronald M., Shih, George, Wang, Zhangyang, Peng, Yifan
Publicado 2023

Can computer-aided diagnosis assist in the identification of prostate cancer on prostate MRI? a multi-center, multi-reader investigation

por Gaur, Sonia, Lay, Nathan, Harmon, Stephanie A., Doddakashi, Sreya, Mehralivand, Sherif, Argun, Burak, Barrett, Tristan, Bednarova, Sandra, Girometti, Rossanno, Karaarslan, Ercan, Kural, Ali Riza, Oto, Aytekin, Purysko, Andrei S., Antic, Tatjana, Magi-Galluzzi, Cristina, Saglican, Yesim, Sioletic, Stefano, Warren, Anne Y., Bittencourt, Leonardo, Fütterer, Jurgen J., Gupta, Rajan T., Kabakus, Ismail, Law, Yan Mee, Margolis, Daniel J., Shebel, Haytham, Westphalen, Antonio C., Wood, Bradford J., Pinto, Peter A., Shih, Joanna H., Choyke, Peter L., Summers, Ronald M., Turkbey, Baris
Publicado 2018

Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets

por Harmon, Stephanie A., Sanford, Thomas H., Xu, Sheng, Turkbey, Evrim B., Roth, Holger, Xu, Ziyue, Yang, Dong, Myronenko, Andriy, Anderson, Victoria, Amalou, Amel, Blain, Maxime, Kassin, Michael, Long, Dilara, Varble, Nicole, Walker, Stephanie M., Bagci, Ulas, Ierardi, Anna Maria, Stellato, Elvira, Plensich, Guido Giovanni, Franceschelli, Giuseppe, Girlando, Cristiano, Irmici, Giovanni, Labella, Dominic, Hammoud, Dima, Malayeri, Ashkan, Jones, Elizabeth, Summers, Ronald M., Choyke, Peter L., Xu, Daguang, Flores, Mona, Tamura, Kaku, Obinata, Hirofumi, Mori, Hitoshi, Patella, Francesca, Cariati, Maurizio, Carrafiello, Gianpaolo, An, Peng, Wood, Bradford J., Turkbey, Baris
Publicado 2020

The Medical Segmentation Decathlon

por Antonelli, Michela, Reinke, Annika, Bakas, Spyridon, Farahani, Keyvan, Kopp-Schneider, Annette, Landman, Bennett A., Litjens, Geert, Menze, Bjoern, Ronneberger, Olaf, Summers, Ronald M., van Ginneken, Bram, Bilello, Michel, Bilic, Patrick, Christ, Patrick F., Do, Richard K. G., Gollub, Marc J., Heckers, Stephan H., Huisman, Henkjan, Jarnagin, William R., McHugo, Maureen K., Napel, Sandy, Pernicka, Jennifer S. Golia, Rhode, Kawal, Tobon-Gomez, Catalina, Vorontsov, Eugene, Meakin, James A., Ourselin, Sebastien, Wiesenfarth, Manuel, Arbeláez, Pablo, Bae, Byeonguk, Chen, Sihong, Daza, Laura, Feng, Jianjiang, He, Baochun, Isensee, Fabian, Ji, Yuanfeng, Jia, Fucang, Kim, Ildoo, Maier-Hein, Klaus, Merhof, Dorit, Pai, Akshay, Park, Beomhee, Perslev, Mathias, Rezaiifar, Ramin, Rippel, Oliver, Sarasua, Ignacio, Shen, Wei, Son, Jaemin, Wachinger, Christian, Wang, Liansheng, Wang, Yan, Xia, Yingda, Xu, Daguang, Xu, Zhanwei, Zheng, Yefeng, Simpson, Amber L., Maier-Hein, Lena, Cardoso, M. Jorge
Publicado 2022

Understanding metric-related pitfalls in image analysis validation

por REINKE, ANNIKA, TIZABI, MINU D., BAUMGARTNER, MICHAEL, EISENMANN, MATTHIAS, HECKMANN-NÖTZEL, DOREEN, KAVUR, A. EMRE, RÄDSCH, TIM, SUDRE, CAROLE H., ACION, LAURA, ANTONELLI, MICHELA, ARBEL, TAL, BAKAS, SPYRIDON, BENIS, ARRIEL, BLASCHKO, MATTHEW B., BUETTNER, FLORIAN, CARDOSO, M. JORGE, CHEPLYGINA, VERONIKA, CHEN, JIANXU, CHRISTODOULOU, EVANGELIA, CIMINI, BETH A., COLLINS, GARY S., FARAHANI, KEYVAN, FERRER, LUCIANA, GALDRAN, ADRIAN, VAN GINNEKEN, BRAM, GLOCKER, BEN, GODAU, PATRICK, HAASE, ROBERT, HASHIMOTO, DANIEL A., HOFFMAN, MICHAEL M., HUISMAN, MEREL, ISENSEE, FABIAN, JANNIN, PIERRE, KAHN, CHARLES E., KAINMUELLER, DAGMAR, KAINZ, BERNHARD, KARARGYRIS, ALEXANDROS, KARTHIKESALINGAM, ALAN, KENNGOTT, HANNES, KLEESIEK, JENS, KOFLER, FLORIAN, KOOI, THIJS, KOPP-SCHNEIDER, ANNETTE, KOZUBEK, MICHAL, KRESHUK, ANNA, KURC, TAHSIN, LANDMAN, BENNETT A., LITJENS, GEERT, MADANI, AMIN, MAIER-HEIN, KLAUS, MARTEL, ANNE L., MATTSON, PETER, MEIJERING, ERIK, MENZE, BJOERN, MOONS, KAREL G.M., MÜLLER, HENNING, NICHYPORUK, BRENNAN, NICKEL, FELIX, PETERSEN, JENS, RAFELSKI, SUSANNE M., RAJPOOT, NASIR, REYES, MAURICIO, RIEGLER, MICHAEL A., RIEKE, NICOLA, SAEZ-RODRIGUEZ, JULIO, SÁNCHEZ, CLARA I., SHETTY, SHRAVYA, SUMMERS, RONALD M., TAHA, ABDEL A., TIULPIN, ALEKSEI, TSAFTARIS, SOTIRIOS A., VAN CALSTER, BEN, VAROQUAUX, GAËL, YANIV, ZIV R., JÄGER, PAUL F., MAIER-HEIN, LENA
Publicado 2023