Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data
Sheller, Micah J., Edwards, Brandon, Reina, G. Anthony, Martin, Jason, Pati, Sarthak, Kotrotsou, Aikaterini, Milchenko, Mikhail, Xu, Weilin, Marcus, Daniel, Colen, Rivka R., Bakas, Spyridon
Published in Scientific reports (28.07.2020)
Published in Scientific reports (28.07.2020)
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Journal Article
The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research
Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon, Sheller, Micah J, Foley, Patrick, Anthony Reina, G, Thakur, Siddhesh, Sako, Chiharu, Bilello, Michel, Davatzikos, Christos, Martin, Jason, Shah, Prashant, Menze, Bjoern, Bakas, Spyridon
Published in Physics in medicine & biology (12.10.2022)
Published in Physics in medicine & biology (12.10.2022)
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Journal Article
Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation
Sheller, Micah J., Reina, G. Anthony, Edwards, Brandon, Martin, Jason, Bakas, Spyridon
Published in Brainlesion : glioma, multiple sclerosis, stroke and traumatic brain injuries. BrainLes (Workshop) (2019)
Published in Brainlesion : glioma, multiple sclerosis, stroke and traumatic brain injuries. BrainLes (Workshop) (2019)
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Book Chapter
Journal Article
Telementoring in robotic surgery
Santomauro, Michael, Reina, G Anthony, Stroup, Sean P, L'Esperance, James O
Published in Current opinion in urology (01.03.2013)
Published in Current opinion in urology (01.03.2013)
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Journal Article
On the Relationship Between Joint Angular Velocity and Motor Cortical Discharge During Reaching
Reina, G. Anthony, Moran, Daniel W, Schwartz, Andrew B
Published in Journal of neurophysiology (01.06.2001)
Published in Journal of neurophysiology (01.06.2001)
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Journal Article
Eye–hand coupling during closed-loop drawing: Evidence of shared motor planning?
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Journal Article
Conference Proceeding
Federated benchmarking of medical artificial intelligence with MedPerf
Karargyris, Alexandros, Umeton, Renato, Sheller, Micah J., Aristizabal, Alejandro, George, Johnu, Wuest, Anna, Pati, Sarthak, Kassem, Hasan, Zenk, Maximilian, Baid, Ujjwal, Narayana Moorthy, Prakash, Chowdhury, Alexander, Guo, Junyi, Nalawade, Sahil, Rosenthal, Jacob, Kanter, David, Xenochristou, Maria, Beutel, Daniel J., Chung, Verena, Bergquist, Timothy, Eddy, James, Abid, Abubakar, Tunstall, Lewis, Sanseviero, Omar, Dimitriadis, Dimitrios, Qian, Yiming, Xu, Xinxing, Liu, Yong, Goh, Rick Siow Mong, Bala, Srini, Bittorf, Victor, Puchala, Sreekar Reddy, Ricciuti, Biagio, Samineni, Soujanya, Sengupta, Eshna, Chaudhari, Akshay, Coleman, Cody, Desinghu, Bala, Diamos, Gregory, Dutta, Debo, Feddema, Diane, Fursin, Grigori, Huang, Xinyuan, Kashyap, Satyananda, Lane, Nicholas, Mallick, Indranil, Mascagni, Pietro, Mehta, Virendra, Moraes, Cassiano Ferro, Natarajan, Vivek, Nikolov, Nikola, Padoy, Nicolas, Pekhimenko, Gennady, Reddi, Vijay Janapa, Reina, G. Anthony, Ribalta, Pablo, Singh, Abhishek, Thiagarajan, Jayaraman J., Albrecht, Jacob, Wolf, Thomas, Miller, Geralyn, Fu, Huazhu, Shah, Prashant, Xu, Daguang, Yadav, Poonam, Talby, David, Awad, Mark M., Howard, Jeremy P., Rosenthal, Michael, Marchionni, Luigi, Loda, Massimo, Johnson, Jason M., Bakas, Spyridon, Mattson, Peter
Published in Nature machine intelligence (01.07.2023)
Published in Nature machine intelligence (01.07.2023)
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Journal Article
SYSTEMS, METHODS, AND COMPOSITIONS FOR SELECTING OR ISOLATING CELLS
BOHM, Sebastian, KOLNIK, Martin, KARAMAN, Mazen, BAKER, Dwight, REINA, G. Anthony
Year of Publication 02.05.2024
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Year of Publication 02.05.2024
Patent
Addressing the Memory Bottleneck in AI Model Training
Ojika, David, Patel, Bhavesh, Reina, G. Anthony, Boyer, Trent, Martin, Chad, Shah, Prashant
Year of Publication 11.03.2020
Year of Publication 11.03.2020
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Journal Article
Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation
Sheller, Micah J, Reina, G Anthony, Edwards, Brandon, Martin, Jason, Bakas, Spyridon
Year of Publication 09.10.2018
Year of Publication 09.10.2018
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Journal Article
OpenFL: An open-source framework for Federated Learning
Reina, G Anthony, Gruzdev, Alexey, Foley, Patrick, Perepelkina, Olga, Sharma, Mansi, Davidyuk, Igor, Trushkin, Ilya, Radionov, Maksim, Mokrov, Aleksandr, Agapov, Dmitry, Martin, Jason, Edwards, Brandon, Sheller, Micah J, Pati, Sarthak, Moorthy, Prakash Narayana, Shih-han, Wang, Shah, Prashant, Bakas, Spyridon
Published in arXiv.org (13.05.2021)
Published in arXiv.org (13.05.2021)
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Paper
Journal Article
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
Karargyris, Alexandros, Umeton, Renato, Sheller, Micah J, Aristizabal, Alejandro, Johnu George, Bala, Srini, Beutel, Daniel J, Bittorf, Victor, Chaudhari, Akshay, Chowdhury, Alexander, Coleman, Cody, Desinghu, Bala, Diamos, Gregory, Dutta, Debo, Feddema, Diane, Fursin, Grigori, Guo, Junyi, Huang, Xinyuan, Kanter, David, Kashyap, Satyananda, Lane, Nicholas, Mallick, Indranil, Mascagni, Pietro, Mehta, Virendra, Natarajan, Vivek, Nikolov, Nikola, Padoy, Nicolas, Pekhimenko, Gennady, Reddi, Vijay Janapa, Reina, G Anthony, Ribalta, Pablo, Rosenthal, Jacob, Singh, Abhishek, Thiagarajan, Jayaraman J, Wuest, Anna, Xenochristou, Maria, Xu, Daguang, Yadav, Poonam, Rosenthal, Michael, Loda, Massimo, Johnson, Jason M, Mattson, Peter
Published in arXiv.org (29.12.2021)
Published in arXiv.org (29.12.2021)
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Paper
Journal Article
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon, Gruzdev, Alexey, Vollmuth, Philipp, Rudie, Jeffrey, Villanueva-Meyer, Javier, Cha, Soonmee, Larson, Matthew, Currie, Stuart, Frood, Russell, Balana, Carmen, Trenkler, Johannes, Shukla, Gaurav, Alexander, Gregory S, Palmer, Joshua D, Flanders, Adam E, Dicker, Adam P, Sair, Haris I, Venkataraman, Archana, Lux, Filip, Michálek, Jan, Kopřivová, Tereza, J Ross Mitchell, Holcomb, James, Cloughesy, Timothy F, Raymond, Catalina, Hagiwara, Akifumi, Minh-Son To, Chong, Chee, Menotti, David, Marcus, Daniel, Wiestler, Benedikt, Metz, Marie, Lui, Yvonne W, McKinley, Richard, Haas, Rourke, Badve, Chaitra, Sloan, Andrew E, Pei, Linmin, Ak, Murat, Ota Yoshiaki, Turk, Sevcan, Morón, Fanny, Glocker, Ben, Dixon, Luke V M, Williams, Matthew, Haliassos, Ilias, Zacharaki, Evangelia I, Kalogeropoulou, Christina, Kardamakis, Dimitrios M, Choi, Yoon Seong, Ahn, Sung Soo, Wen, Ning, Tiwari, Pallavi, Wijnenga, Maarten MJ, Martin J van den Bent, Niclou, Simone P, Keunen, Olivier, Hau, Ann-Christin, Vallières, Martin, Ramadass, Karthik, Chotai, Silky, Mistry, Akshitkumar, Sayah, Anousheh, Bencheqroun, Camelia, Madhavan, Subha, Chelliah, Alysha, Hill, Michael, Reyes, Mauricio, Ho Sung Kim, Teuwen, Jonas, Trujillo, Maria, Bernal, Jose, Gómez, Jhon, Choi, Joseph, Baek, Stephen, Kim, Yusung, Allen, Bryan, Buatti, John M, Li, Hongwei, Weiss, Tobias, Bink, Andrea, Pouymayou, Bertrand, Shrestha, Sampurna, Payne, David, Kurc, Tahsin, Franco-Maldonado, Heydy, Loayza, Francis, Quevedo, Sebastian, Torche, Esteban, Ríos, Elvis, López, Eduardo, Osobu, Babatunde, Gimpel, James, Veettil, Deepak Kattil, Menze, Bjoern, Barnholtz-Sloan, Jill S, Martin, Jason, Bakas, Spyridon
Published in arXiv.org (25.04.2022)
Published in arXiv.org (25.04.2022)
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Paper
Journal Article
The Federated Tumor Segmentation (FeTS) Challenge
Pati, Sarthak, Baid, Ujjwal, Zenk, Maximilian, Edwards, Brandon, Sheller, Micah, Reina, G. Anthony, Foley, Patrick, Gruzdev, Alexey, Martin, Jason, Albarqouni, Shadi, Chen, Yong, Shinohara, Russell Taki, Reinke, Annika, Zimmerer, David, Freymann, John B, Kirby, Justin S, Davatzikos, Christos, Colen, Rivka R, Kotrotsou, Aikaterini, Marcus, Daniel, Milchenko, Mikhail, Nazeri, Arash, Fathallah-Shaykh, Hassan, Wiest, Roland, Jakab, Andras, Weber, Marc-Andre, Mahajan, Abhishek, Maier-Hein, Lena, Kleesiek, Jens, Menze, Bjoern, Maier-Hein, Klaus, Bakas, Spyridon
Year of Publication 12.05.2021
Year of Publication 12.05.2021
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Journal Article
PROVISIONING FEDERATED COMPUTATION ON DISTRIBUTED PRIVATE DATA
Sheller, Micah, Foley, Patrick, Narayana Moorthy, Prakash, Reina, G. Anthony, Bowman, Clair, Martin, Jason, Wang, Shih-Han
Year of Publication 13.01.2022
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Year of Publication 13.01.2022
Patent