Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)

10.1038/s41467-023-36188-7

Saved in:
Bibliographic Details
Main Authors: Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon, Sheller, Micah, Wang, Shih-Han, Reina, G Anthony, Foley, Patrick, Gruzdev, Alexey, Karkada, Deepthi, Davatzikos, Christos, Sako, Chiharu, Ghodasara, Satyam, Bilello, Michel, Mohan, Suyash, Vollmuth, Philipp, Brugnara, Gianluca, Preetha, Chandrakanth J, Sahm, Felix, Maier-Hein, Klaus, Zenk, Maximilian, Bendszus, Martin, Wick, Wolfgang, Calabrese, Evan, Rudie, Jeffrey, Villanueva-Meyer, Javier, Cha, Soonmee, Ingalhalikar, Madhura, Jadhav, Manali, Pandey, Umang, Saini, Jitender, Garrett, John, Larson, Matthew, Jeraj, Robert, Currie, Stuart, Frood, Russell, Fatania, Kavi, Huang, Raymond Y, Chang, Ken, Balana, Carmen, Capellades, Jaume, Puig, Josep, Trenkler, Johannes, Pichler, Josef, Necker, Georg, Haunschmidt, Andreas, Meckel, Stephan, Shukla, Gaurav, Liem, Spencer, Alexander, Gregory S, Lombardo, Joseph, Palmer, Joshua D, Flanders, Adam E, Dicker, Adam P, Sair, Haris I, Jones, Craig K, Venkataraman, Archana, Jiang, Meirui, So, Tiffany Y, Chen, Cheng, Heng, Pheng Ann, Dou, Qi, Kozubek, Michal, Lux, Filip, Michalek, Jan, Matula, Petr, Kerkovsky, Milos, Koprivova, Tereza, Dostal, Marek, Vybihal, Vaclav, Vogelbaum, Michael A, Mitchell, J Ross, Farinhas, Joaquim, Maldjian, Joseph A, Yogananda, Chandan Ganesh Bangalore, Pinho, Marco C, Reddy, Divya, Holcomb, James, Wagner, Benjamin C, Ellingson, Benjamin M, Cloughesy, Timothy F, Raymond, Catalina, Oughourlian, Talia, Hagiwara, Akifumi, Wang, Chencai, To, Minh-Son, Bhardwaj, Sargam, Chong, Chee, Agzarian, Marc, Falcao, Alexandre Xavier, Martins, Samuel B, Teixeira, Bernardo CA, Sprenger, Flavia, Menotti, David, Lucio, Diego R, LaMontagne, Pamela, Marcus, Daniel, Wiestler, Benedikt, Kofler, Florian, Ezhov, Ivan, Metz, Marie, Jain, Rajan, Lee, Matthew, Lui, Yvonne W, McKinley, Richard, Slotboom, Johannes, Radojewski, Piotr, Meier, Raphael, Wiest, Roland, Murcia, Derrick, Fu, Eric, Haas, Rourke, Thompson, John, Ormond, David Ryan, Badve, Chaitra, Sloan, Andrew E, Vadmal, Vachan, Waite, Kristin, Colen, Rivka R, Pei, Linmin, Ak, Murat, Srinivasan, Ashok, Bapuraj, J Rajiv, Rao, Arvind, Wang, Nicholas, Yoshiaki, Ota, Moritani, Toshio, Turk, Sevcan, Lee, Joonsang, Prabhudesai, Snehal, Moron, Fanny, Mandel, Jacob, Kamnitsas, Konstantinos, Glocker, Ben, Dixon, Luke VM, Williams, Matthew, Zampakis, Peter, Panagiotopoulos, Vasileios, Tsiganos, Panagiotis, Alexiou, Sotiris, Haliassos, Ilias, Zacharaki, Evangelia I, Moustakas, Konstantinos, Kalogeropoulou, Christina, Kardamakis, Dimitrios M, Choi, Yoon Seong, Lee, Seung-Koo, Chang, Jong Hee, Ahn, Sung Soo, Luo, Bing, Poisson, Laila, Wen, Ning, Tiwari, Pallavi, Verma, Ruchika, Bareja, Rohan, Yadav, Ipsa, Chen, Jonathan, Kumar, Neeraj, Smits, Marion, van der Voort, Sebastian R, Alafandi, Ahmed, Incekara, Fatih, Wijnenga, Maarten MJ, Kapsas, Georgios, Gahrmann, Renske, Schouten, Joost W, Dubbink, Hendrikus J, Vincent, Arnaud JPE, van den Bent, Martin J, French, Pim J, Klein, Stefan, Yuan, Yading, Sharma, Sonam, Tseng, Tzu-Chi, Adabi, Saba, Niclou, Simone P, Keunen, Olivier, Hau, Ann-Christin, Vallieres, Martin, Fortin, David, Lepage, Martin, Landman, Bennett, Ramadass, Karthik, Xu, Kaiwen, Chotai, Silky, Chambless, Lola B, Mistry, Akshitkumar, Thompson, Reid C, Gusev, Yuriy, Bhuvaneshwar, Krithika, Sayah, Anousheh, Bencheqroun, Camelia, Belouali, Anas, Madhavan, Subha, Booth, Thomas C, Chelliah, Alysha, Modat, Marc, Shuaib, Haris, Dragos, Carmen, Abayazeed, Aly, Kolodziej, Kenneth, Hill, Michael, Abbassy, Ahmed, Gamal, Shady, Mekhaimar, Mahmoud, Qayati, Mohamed, Reyes, Mauricio, Park, Ji Eun, Yun, Jihye, Kim, Ho Sung, Mahajan, Abhishek, Muzi, Mark, Benson, Sean, Beets-Tan, Regina GH, Teuwen, Jonas, Herrera-Trujillo, Alejandro, Trujillo, Maria, Escobar, William, Abello, Ana, Bernal, Jose, Gomez, Jhon, Choi, Joseph, Baek, Stephen, Kim, Yusung, Ismael, Heba, Allen, Bryan, Buatti, John M, Kotrotsou, Aikaterini, Li, Hongwei, Weiss, Tobias, Weller, Michael, Bink, Andrea, Pouymayou, Bertrand, Shaykh, Hassan F, Saltz, Joel, Prasanna, Prateek, Shrestha, Sampurna, Mani, Kartik M, Payne, David, Kurc, Tahsin, Pelaez, Enrique, Franco-Maldonado, Heydy, Loayza, Francis, Quevedo, Sebastian, Guevara, Pamela, Torche, Esteban, Mendoza, Cristobal, Vera, Franco, Rios, Elvis, Lopez, Eduardo, Velastin, Sergio A, Ogbole, Godwin, Soneye, Mayowa, Oyekunle, Dotun, Odafe-Oyibotha, Olubunmi, Osobu, Babatunde, Shu'aibu, Mustapha, Dorcas, Adeleye, Dako, Farouk, Simpson, Amber L, Hamghalam, Mohammad, Peoples, Jacob J, Hu, Ricky, Tran, Anh, Cutler, Danielle, Moraes, Fabio Y, Boss, Michael A, Gimpel, James, Veettil, Deepak Kattil, Schmidt, Kendall, Bialecki, Brian, Marella, Sailaja, Price, Cynthia, Cimino, Lisa, Apgar, Charles, Shah, Prashant, Menze, Bjoern, Barnholtz-Sloan, Jill S, Martin, Jason, Bakas, Spyridon
Other Authors: DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL)
Format: Article
Language:English
Published: NATURE PORTFOLIO 2023
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/243577
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: National University of Singapore
Language: English
id sg-nus-scholar.10635-243577
record_format dspace
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic Science & Technology
Multidisciplinary Sciences
Science & Technology - Other Topics
spellingShingle Science & Technology
Multidisciplinary Sciences
Science & Technology - Other Topics
Pati, Sarthak
Baid, Ujjwal
Edwards, Brandon
Sheller, Micah
Wang, Shih-Han
Reina, G Anthony
Foley, Patrick
Gruzdev, Alexey
Karkada, Deepthi
Davatzikos, Christos
Sako, Chiharu
Ghodasara, Satyam
Bilello, Michel
Mohan, Suyash
Vollmuth, Philipp
Brugnara, Gianluca
Preetha, Chandrakanth J
Sahm, Felix
Maier-Hein, Klaus
Zenk, Maximilian
Bendszus, Martin
Wick, Wolfgang
Calabrese, Evan
Rudie, Jeffrey
Villanueva-Meyer, Javier
Cha, Soonmee
Ingalhalikar, Madhura
Jadhav, Manali
Pandey, Umang
Saini, Jitender
Garrett, John
Larson, Matthew
Jeraj, Robert
Currie, Stuart
Frood, Russell
Fatania, Kavi
Huang, Raymond Y
Chang, Ken
Balana, Carmen
Capellades, Jaume
Puig, Josep
Trenkler, Johannes
Pichler, Josef
Necker, Georg
Haunschmidt, Andreas
Meckel, Stephan
Shukla, Gaurav
Liem, Spencer
Alexander, Gregory S
Lombardo, Joseph
Palmer, Joshua D
Flanders, Adam E
Dicker, Adam P
Sair, Haris I
Jones, Craig K
Venkataraman, Archana
Jiang, Meirui
So, Tiffany Y
Chen, Cheng
Heng, Pheng Ann
Dou, Qi
Kozubek, Michal
Lux, Filip
Michalek, Jan
Matula, Petr
Kerkovsky, Milos
Koprivova, Tereza
Dostal, Marek
Vybihal, Vaclav
Vogelbaum, Michael A
Mitchell, J Ross
Farinhas, Joaquim
Maldjian, Joseph A
Yogananda, Chandan Ganesh Bangalore
Pinho, Marco C
Reddy, Divya
Holcomb, James
Wagner, Benjamin C
Ellingson, Benjamin M
Cloughesy, Timothy F
Raymond, Catalina
Oughourlian, Talia
Hagiwara, Akifumi
Wang, Chencai
To, Minh-Son
Bhardwaj, Sargam
Chong, Chee
Agzarian, Marc
Falcao, Alexandre Xavier
Martins, Samuel B
Teixeira, Bernardo CA
Sprenger, Flavia
Menotti, David
Lucio, Diego R
LaMontagne, Pamela
Marcus, Daniel
Wiestler, Benedikt
Kofler, Florian
Ezhov, Ivan
Metz, Marie
Jain, Rajan
Lee, Matthew
Lui, Yvonne W
McKinley, Richard
Slotboom, Johannes
Radojewski, Piotr
Meier, Raphael
Wiest, Roland
Murcia, Derrick
Fu, Eric
Haas, Rourke
Thompson, John
Ormond, David Ryan
Badve, Chaitra
Sloan, Andrew E
Vadmal, Vachan
Waite, Kristin
Colen, Rivka R
Pei, Linmin
Ak, Murat
Srinivasan, Ashok
Bapuraj, J Rajiv
Rao, Arvind
Wang, Nicholas
Yoshiaki, Ota
Moritani, Toshio
Turk, Sevcan
Lee, Joonsang
Prabhudesai, Snehal
Moron, Fanny
Mandel, Jacob
Kamnitsas, Konstantinos
Glocker, Ben
Dixon, Luke VM
Williams, Matthew
Zampakis, Peter
Panagiotopoulos, Vasileios
Tsiganos, Panagiotis
Alexiou, Sotiris
Haliassos, Ilias
Zacharaki, Evangelia I
Moustakas, Konstantinos
Kalogeropoulou, Christina
Kardamakis, Dimitrios M
Choi, Yoon Seong
Lee, Seung-Koo
Chang, Jong Hee
Ahn, Sung Soo
Luo, Bing
Poisson, Laila
Wen, Ning
Tiwari, Pallavi
Verma, Ruchika
Bareja, Rohan
Yadav, Ipsa
Chen, Jonathan
Kumar, Neeraj
Smits, Marion
van der Voort, Sebastian R
Alafandi, Ahmed
Incekara, Fatih
Wijnenga, Maarten MJ
Kapsas, Georgios
Gahrmann, Renske
Schouten, Joost W
Dubbink, Hendrikus J
Vincent, Arnaud JPE
van den Bent, Martin J
French, Pim J
Klein, Stefan
Yuan, Yading
Sharma, Sonam
Tseng, Tzu-Chi
Adabi, Saba
Niclou, Simone P
Keunen, Olivier
Hau, Ann-Christin
Vallieres, Martin
Fortin, David
Lepage, Martin
Landman, Bennett
Ramadass, Karthik
Xu, Kaiwen
Chotai, Silky
Chambless, Lola B
Mistry, Akshitkumar
Thompson, Reid C
Gusev, Yuriy
Bhuvaneshwar, Krithika
Sayah, Anousheh
Bencheqroun, Camelia
Belouali, Anas
Madhavan, Subha
Booth, Thomas C
Chelliah, Alysha
Modat, Marc
Shuaib, Haris
Dragos, Carmen
Abayazeed, Aly
Kolodziej, Kenneth
Hill, Michael
Abbassy, Ahmed
Gamal, Shady
Mekhaimar, Mahmoud
Qayati, Mohamed
Reyes, Mauricio
Park, Ji Eun
Yun, Jihye
Kim, Ho Sung
Mahajan, Abhishek
Muzi, Mark
Benson, Sean
Beets-Tan, Regina GH
Teuwen, Jonas
Herrera-Trujillo, Alejandro
Trujillo, Maria
Escobar, William
Abello, Ana
Bernal, Jose
Gomez, Jhon
Choi, Joseph
Baek, Stephen
Kim, Yusung
Ismael, Heba
Allen, Bryan
Buatti, John M
Kotrotsou, Aikaterini
Li, Hongwei
Weiss, Tobias
Weller, Michael
Bink, Andrea
Pouymayou, Bertrand
Shaykh, Hassan F
Saltz, Joel
Prasanna, Prateek
Shrestha, Sampurna
Mani, Kartik M
Payne, David
Kurc, Tahsin
Pelaez, Enrique
Franco-Maldonado, Heydy
Loayza, Francis
Quevedo, Sebastian
Guevara, Pamela
Torche, Esteban
Mendoza, Cristobal
Vera, Franco
Rios, Elvis
Lopez, Eduardo
Velastin, Sergio A
Ogbole, Godwin
Soneye, Mayowa
Oyekunle, Dotun
Odafe-Oyibotha, Olubunmi
Osobu, Babatunde
Shu'aibu, Mustapha
Dorcas, Adeleye
Dako, Farouk
Simpson, Amber L
Hamghalam, Mohammad
Peoples, Jacob J
Hu, Ricky
Tran, Anh
Cutler, Danielle
Moraes, Fabio Y
Boss, Michael A
Gimpel, James
Veettil, Deepak Kattil
Schmidt, Kendall
Bialecki, Brian
Marella, Sailaja
Price, Cynthia
Cimino, Lisa
Apgar, Charles
Shah, Prashant
Menze, Bjoern
Barnholtz-Sloan, Jill S
Martin, Jason
Bakas, Spyridon
Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)
description 10.1038/s41467-023-36188-7
author2 DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL)
author_facet DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL)
Pati, Sarthak
Baid, Ujjwal
Edwards, Brandon
Sheller, Micah
Wang, Shih-Han
Reina, G Anthony
Foley, Patrick
Gruzdev, Alexey
Karkada, Deepthi
Davatzikos, Christos
Sako, Chiharu
Ghodasara, Satyam
Bilello, Michel
Mohan, Suyash
Vollmuth, Philipp
Brugnara, Gianluca
Preetha, Chandrakanth J
Sahm, Felix
Maier-Hein, Klaus
Zenk, Maximilian
Bendszus, Martin
Wick, Wolfgang
Calabrese, Evan
Rudie, Jeffrey
Villanueva-Meyer, Javier
Cha, Soonmee
Ingalhalikar, Madhura
Jadhav, Manali
Pandey, Umang
Saini, Jitender
Garrett, John
Larson, Matthew
Jeraj, Robert
Currie, Stuart
Frood, Russell
Fatania, Kavi
Huang, Raymond Y
Chang, Ken
Balana, Carmen
Capellades, Jaume
Puig, Josep
Trenkler, Johannes
Pichler, Josef
Necker, Georg
Haunschmidt, Andreas
Meckel, Stephan
Shukla, Gaurav
Liem, Spencer
Alexander, Gregory S
Lombardo, Joseph
Palmer, Joshua D
Flanders, Adam E
Dicker, Adam P
Sair, Haris I
Jones, Craig K
Venkataraman, Archana
Jiang, Meirui
So, Tiffany Y
Chen, Cheng
Heng, Pheng Ann
Dou, Qi
Kozubek, Michal
Lux, Filip
Michalek, Jan
Matula, Petr
Kerkovsky, Milos
Koprivova, Tereza
Dostal, Marek
Vybihal, Vaclav
Vogelbaum, Michael A
Mitchell, J Ross
Farinhas, Joaquim
Maldjian, Joseph A
Yogananda, Chandan Ganesh Bangalore
Pinho, Marco C
Reddy, Divya
Holcomb, James
Wagner, Benjamin C
Ellingson, Benjamin M
Cloughesy, Timothy F
Raymond, Catalina
Oughourlian, Talia
Hagiwara, Akifumi
Wang, Chencai
To, Minh-Son
Bhardwaj, Sargam
Chong, Chee
Agzarian, Marc
Falcao, Alexandre Xavier
Martins, Samuel B
Teixeira, Bernardo CA
Sprenger, Flavia
Menotti, David
Lucio, Diego R
LaMontagne, Pamela
Marcus, Daniel
Wiestler, Benedikt
Kofler, Florian
Ezhov, Ivan
Metz, Marie
Jain, Rajan
Lee, Matthew
Lui, Yvonne W
McKinley, Richard
Slotboom, Johannes
Radojewski, Piotr
Meier, Raphael
Wiest, Roland
Murcia, Derrick
Fu, Eric
Haas, Rourke
Thompson, John
Ormond, David Ryan
Badve, Chaitra
Sloan, Andrew E
Vadmal, Vachan
Waite, Kristin
Colen, Rivka R
Pei, Linmin
Ak, Murat
Srinivasan, Ashok
Bapuraj, J Rajiv
Rao, Arvind
Wang, Nicholas
Yoshiaki, Ota
Moritani, Toshio
Turk, Sevcan
Lee, Joonsang
Prabhudesai, Snehal
Moron, Fanny
Mandel, Jacob
Kamnitsas, Konstantinos
Glocker, Ben
Dixon, Luke VM
Williams, Matthew
Zampakis, Peter
Panagiotopoulos, Vasileios
Tsiganos, Panagiotis
Alexiou, Sotiris
Haliassos, Ilias
Zacharaki, Evangelia I
Moustakas, Konstantinos
Kalogeropoulou, Christina
Kardamakis, Dimitrios M
Choi, Yoon Seong
Lee, Seung-Koo
Chang, Jong Hee
Ahn, Sung Soo
Luo, Bing
Poisson, Laila
Wen, Ning
Tiwari, Pallavi
Verma, Ruchika
Bareja, Rohan
Yadav, Ipsa
Chen, Jonathan
Kumar, Neeraj
Smits, Marion
van der Voort, Sebastian R
Alafandi, Ahmed
Incekara, Fatih
Wijnenga, Maarten MJ
Kapsas, Georgios
Gahrmann, Renske
Schouten, Joost W
Dubbink, Hendrikus J
Vincent, Arnaud JPE
van den Bent, Martin J
French, Pim J
Klein, Stefan
Yuan, Yading
Sharma, Sonam
Tseng, Tzu-Chi
Adabi, Saba
Niclou, Simone P
Keunen, Olivier
Hau, Ann-Christin
Vallieres, Martin
Fortin, David
Lepage, Martin
Landman, Bennett
Ramadass, Karthik
Xu, Kaiwen
Chotai, Silky
Chambless, Lola B
Mistry, Akshitkumar
Thompson, Reid C
Gusev, Yuriy
Bhuvaneshwar, Krithika
Sayah, Anousheh
Bencheqroun, Camelia
Belouali, Anas
Madhavan, Subha
Booth, Thomas C
Chelliah, Alysha
Modat, Marc
Shuaib, Haris
Dragos, Carmen
Abayazeed, Aly
Kolodziej, Kenneth
Hill, Michael
Abbassy, Ahmed
Gamal, Shady
Mekhaimar, Mahmoud
Qayati, Mohamed
Reyes, Mauricio
Park, Ji Eun
Yun, Jihye
Kim, Ho Sung
Mahajan, Abhishek
Muzi, Mark
Benson, Sean
Beets-Tan, Regina GH
Teuwen, Jonas
Herrera-Trujillo, Alejandro
Trujillo, Maria
Escobar, William
Abello, Ana
Bernal, Jose
Gomez, Jhon
Choi, Joseph
Baek, Stephen
Kim, Yusung
Ismael, Heba
Allen, Bryan
Buatti, John M
Kotrotsou, Aikaterini
Li, Hongwei
Weiss, Tobias
Weller, Michael
Bink, Andrea
Pouymayou, Bertrand
Shaykh, Hassan F
Saltz, Joel
Prasanna, Prateek
Shrestha, Sampurna
Mani, Kartik M
Payne, David
Kurc, Tahsin
Pelaez, Enrique
Franco-Maldonado, Heydy
Loayza, Francis
Quevedo, Sebastian
Guevara, Pamela
Torche, Esteban
Mendoza, Cristobal
Vera, Franco
Rios, Elvis
Lopez, Eduardo
Velastin, Sergio A
Ogbole, Godwin
Soneye, Mayowa
Oyekunle, Dotun
Odafe-Oyibotha, Olubunmi
Osobu, Babatunde
Shu'aibu, Mustapha
Dorcas, Adeleye
Dako, Farouk
Simpson, Amber L
Hamghalam, Mohammad
Peoples, Jacob J
Hu, Ricky
Tran, Anh
Cutler, Danielle
Moraes, Fabio Y
Boss, Michael A
Gimpel, James
Veettil, Deepak Kattil
Schmidt, Kendall
Bialecki, Brian
Marella, Sailaja
Price, Cynthia
Cimino, Lisa
Apgar, Charles
Shah, Prashant
Menze, Bjoern
Barnholtz-Sloan, Jill S
Martin, Jason
Bakas, Spyridon
format Article
author Pati, Sarthak
Baid, Ujjwal
Edwards, Brandon
Sheller, Micah
Wang, Shih-Han
Reina, G Anthony
Foley, Patrick
Gruzdev, Alexey
Karkada, Deepthi
Davatzikos, Christos
Sako, Chiharu
Ghodasara, Satyam
Bilello, Michel
Mohan, Suyash
Vollmuth, Philipp
Brugnara, Gianluca
Preetha, Chandrakanth J
Sahm, Felix
Maier-Hein, Klaus
Zenk, Maximilian
Bendszus, Martin
Wick, Wolfgang
Calabrese, Evan
Rudie, Jeffrey
Villanueva-Meyer, Javier
Cha, Soonmee
Ingalhalikar, Madhura
Jadhav, Manali
Pandey, Umang
Saini, Jitender
Garrett, John
Larson, Matthew
Jeraj, Robert
Currie, Stuart
Frood, Russell
Fatania, Kavi
Huang, Raymond Y
Chang, Ken
Balana, Carmen
Capellades, Jaume
Puig, Josep
Trenkler, Johannes
Pichler, Josef
Necker, Georg
Haunschmidt, Andreas
Meckel, Stephan
Shukla, Gaurav
Liem, Spencer
Alexander, Gregory S
Lombardo, Joseph
Palmer, Joshua D
Flanders, Adam E
Dicker, Adam P
Sair, Haris I
Jones, Craig K
Venkataraman, Archana
Jiang, Meirui
So, Tiffany Y
Chen, Cheng
Heng, Pheng Ann
Dou, Qi
Kozubek, Michal
Lux, Filip
Michalek, Jan
Matula, Petr
Kerkovsky, Milos
Koprivova, Tereza
Dostal, Marek
Vybihal, Vaclav
Vogelbaum, Michael A
Mitchell, J Ross
Farinhas, Joaquim
Maldjian, Joseph A
Yogananda, Chandan Ganesh Bangalore
Pinho, Marco C
Reddy, Divya
Holcomb, James
Wagner, Benjamin C
Ellingson, Benjamin M
Cloughesy, Timothy F
Raymond, Catalina
Oughourlian, Talia
Hagiwara, Akifumi
Wang, Chencai
To, Minh-Son
Bhardwaj, Sargam
Chong, Chee
Agzarian, Marc
Falcao, Alexandre Xavier
Martins, Samuel B
Teixeira, Bernardo CA
Sprenger, Flavia
Menotti, David
Lucio, Diego R
LaMontagne, Pamela
Marcus, Daniel
Wiestler, Benedikt
Kofler, Florian
Ezhov, Ivan
Metz, Marie
Jain, Rajan
Lee, Matthew
Lui, Yvonne W
McKinley, Richard
Slotboom, Johannes
Radojewski, Piotr
Meier, Raphael
Wiest, Roland
Murcia, Derrick
Fu, Eric
Haas, Rourke
Thompson, John
Ormond, David Ryan
Badve, Chaitra
Sloan, Andrew E
Vadmal, Vachan
Waite, Kristin
Colen, Rivka R
Pei, Linmin
Ak, Murat
Srinivasan, Ashok
Bapuraj, J Rajiv
Rao, Arvind
Wang, Nicholas
Yoshiaki, Ota
Moritani, Toshio
Turk, Sevcan
Lee, Joonsang
Prabhudesai, Snehal
Moron, Fanny
Mandel, Jacob
Kamnitsas, Konstantinos
Glocker, Ben
Dixon, Luke VM
Williams, Matthew
Zampakis, Peter
Panagiotopoulos, Vasileios
Tsiganos, Panagiotis
Alexiou, Sotiris
Haliassos, Ilias
Zacharaki, Evangelia I
Moustakas, Konstantinos
Kalogeropoulou, Christina
Kardamakis, Dimitrios M
Choi, Yoon Seong
Lee, Seung-Koo
Chang, Jong Hee
Ahn, Sung Soo
Luo, Bing
Poisson, Laila
Wen, Ning
Tiwari, Pallavi
Verma, Ruchika
Bareja, Rohan
Yadav, Ipsa
Chen, Jonathan
Kumar, Neeraj
Smits, Marion
van der Voort, Sebastian R
Alafandi, Ahmed
Incekara, Fatih
Wijnenga, Maarten MJ
Kapsas, Georgios
Gahrmann, Renske
Schouten, Joost W
Dubbink, Hendrikus J
Vincent, Arnaud JPE
van den Bent, Martin J
French, Pim J
Klein, Stefan
Yuan, Yading
Sharma, Sonam
Tseng, Tzu-Chi
Adabi, Saba
Niclou, Simone P
Keunen, Olivier
Hau, Ann-Christin
Vallieres, Martin
Fortin, David
Lepage, Martin
Landman, Bennett
Ramadass, Karthik
Xu, Kaiwen
Chotai, Silky
Chambless, Lola B
Mistry, Akshitkumar
Thompson, Reid C
Gusev, Yuriy
Bhuvaneshwar, Krithika
Sayah, Anousheh
Bencheqroun, Camelia
Belouali, Anas
Madhavan, Subha
Booth, Thomas C
Chelliah, Alysha
Modat, Marc
Shuaib, Haris
Dragos, Carmen
Abayazeed, Aly
Kolodziej, Kenneth
Hill, Michael
Abbassy, Ahmed
Gamal, Shady
Mekhaimar, Mahmoud
Qayati, Mohamed
Reyes, Mauricio
Park, Ji Eun
Yun, Jihye
Kim, Ho Sung
Mahajan, Abhishek
Muzi, Mark
Benson, Sean
Beets-Tan, Regina GH
Teuwen, Jonas
Herrera-Trujillo, Alejandro
Trujillo, Maria
Escobar, William
Abello, Ana
Bernal, Jose
Gomez, Jhon
Choi, Joseph
Baek, Stephen
Kim, Yusung
Ismael, Heba
Allen, Bryan
Buatti, John M
Kotrotsou, Aikaterini
Li, Hongwei
Weiss, Tobias
Weller, Michael
Bink, Andrea
Pouymayou, Bertrand
Shaykh, Hassan F
Saltz, Joel
Prasanna, Prateek
Shrestha, Sampurna
Mani, Kartik M
Payne, David
Kurc, Tahsin
Pelaez, Enrique
Franco-Maldonado, Heydy
Loayza, Francis
Quevedo, Sebastian
Guevara, Pamela
Torche, Esteban
Mendoza, Cristobal
Vera, Franco
Rios, Elvis
Lopez, Eduardo
Velastin, Sergio A
Ogbole, Godwin
Soneye, Mayowa
Oyekunle, Dotun
Odafe-Oyibotha, Olubunmi
Osobu, Babatunde
Shu'aibu, Mustapha
Dorcas, Adeleye
Dako, Farouk
Simpson, Amber L
Hamghalam, Mohammad
Peoples, Jacob J
Hu, Ricky
Tran, Anh
Cutler, Danielle
Moraes, Fabio Y
Boss, Michael A
Gimpel, James
Veettil, Deepak Kattil
Schmidt, Kendall
Bialecki, Brian
Marella, Sailaja
Price, Cynthia
Cimino, Lisa
Apgar, Charles
Shah, Prashant
Menze, Bjoern
Barnholtz-Sloan, Jill S
Martin, Jason
Bakas, Spyridon
author_sort Pati, Sarthak
title Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)
title_short Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)
title_full Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)
title_fullStr Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)
title_full_unstemmed Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)
title_sort federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022)
publisher NATURE PORTFOLIO
publishDate 2023
url https://scholarbank.nus.edu.sg/handle/10635/243577
_version_ 1781793564091482112
spelling sg-nus-scholar.10635-2435772023-11-01T08:53:55Z Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022) Pati, Sarthak Baid, Ujjwal Edwards, Brandon Sheller, Micah Wang, Shih-Han Reina, G Anthony Foley, Patrick Gruzdev, Alexey Karkada, Deepthi Davatzikos, Christos Sako, Chiharu Ghodasara, Satyam Bilello, Michel Mohan, Suyash Vollmuth, Philipp Brugnara, Gianluca Preetha, Chandrakanth J Sahm, Felix Maier-Hein, Klaus Zenk, Maximilian Bendszus, Martin Wick, Wolfgang Calabrese, Evan Rudie, Jeffrey Villanueva-Meyer, Javier Cha, Soonmee Ingalhalikar, Madhura Jadhav, Manali Pandey, Umang Saini, Jitender Garrett, John Larson, Matthew Jeraj, Robert Currie, Stuart Frood, Russell Fatania, Kavi Huang, Raymond Y Chang, Ken Balana, Carmen Capellades, Jaume Puig, Josep Trenkler, Johannes Pichler, Josef Necker, Georg Haunschmidt, Andreas Meckel, Stephan Shukla, Gaurav Liem, Spencer Alexander, Gregory S Lombardo, Joseph Palmer, Joshua D Flanders, Adam E Dicker, Adam P Sair, Haris I Jones, Craig K Venkataraman, Archana Jiang, Meirui So, Tiffany Y Chen, Cheng Heng, Pheng Ann Dou, Qi Kozubek, Michal Lux, Filip Michalek, Jan Matula, Petr Kerkovsky, Milos Koprivova, Tereza Dostal, Marek Vybihal, Vaclav Vogelbaum, Michael A Mitchell, J Ross Farinhas, Joaquim Maldjian, Joseph A Yogananda, Chandan Ganesh Bangalore Pinho, Marco C Reddy, Divya Holcomb, James Wagner, Benjamin C Ellingson, Benjamin M Cloughesy, Timothy F Raymond, Catalina Oughourlian, Talia Hagiwara, Akifumi Wang, Chencai To, Minh-Son Bhardwaj, Sargam Chong, Chee Agzarian, Marc Falcao, Alexandre Xavier Martins, Samuel B Teixeira, Bernardo CA Sprenger, Flavia Menotti, David Lucio, Diego R LaMontagne, Pamela Marcus, Daniel Wiestler, Benedikt Kofler, Florian Ezhov, Ivan Metz, Marie Jain, Rajan Lee, Matthew Lui, Yvonne W McKinley, Richard Slotboom, Johannes Radojewski, Piotr Meier, Raphael Wiest, Roland Murcia, Derrick Fu, Eric Haas, Rourke Thompson, John Ormond, David Ryan Badve, Chaitra Sloan, Andrew E Vadmal, Vachan Waite, Kristin Colen, Rivka R Pei, Linmin Ak, Murat Srinivasan, Ashok Bapuraj, J Rajiv Rao, Arvind Wang, Nicholas Yoshiaki, Ota Moritani, Toshio Turk, Sevcan Lee, Joonsang Prabhudesai, Snehal Moron, Fanny Mandel, Jacob Kamnitsas, Konstantinos Glocker, Ben Dixon, Luke VM Williams, Matthew Zampakis, Peter Panagiotopoulos, Vasileios Tsiganos, Panagiotis Alexiou, Sotiris Haliassos, Ilias Zacharaki, Evangelia I Moustakas, Konstantinos Kalogeropoulou, Christina Kardamakis, Dimitrios M Choi, Yoon Seong Lee, Seung-Koo Chang, Jong Hee Ahn, Sung Soo Luo, Bing Poisson, Laila Wen, Ning Tiwari, Pallavi Verma, Ruchika Bareja, Rohan Yadav, Ipsa Chen, Jonathan Kumar, Neeraj Smits, Marion van der Voort, Sebastian R Alafandi, Ahmed Incekara, Fatih Wijnenga, Maarten MJ Kapsas, Georgios Gahrmann, Renske Schouten, Joost W Dubbink, Hendrikus J Vincent, Arnaud JPE van den Bent, Martin J French, Pim J Klein, Stefan Yuan, Yading Sharma, Sonam Tseng, Tzu-Chi Adabi, Saba Niclou, Simone P Keunen, Olivier Hau, Ann-Christin Vallieres, Martin Fortin, David Lepage, Martin Landman, Bennett Ramadass, Karthik Xu, Kaiwen Chotai, Silky Chambless, Lola B Mistry, Akshitkumar Thompson, Reid C Gusev, Yuriy Bhuvaneshwar, Krithika Sayah, Anousheh Bencheqroun, Camelia Belouali, Anas Madhavan, Subha Booth, Thomas C Chelliah, Alysha Modat, Marc Shuaib, Haris Dragos, Carmen Abayazeed, Aly Kolodziej, Kenneth Hill, Michael Abbassy, Ahmed Gamal, Shady Mekhaimar, Mahmoud Qayati, Mohamed Reyes, Mauricio Park, Ji Eun Yun, Jihye Kim, Ho Sung Mahajan, Abhishek Muzi, Mark Benson, Sean Beets-Tan, Regina GH Teuwen, Jonas Herrera-Trujillo, Alejandro Trujillo, Maria Escobar, William Abello, Ana Bernal, Jose Gomez, Jhon Choi, Joseph Baek, Stephen Kim, Yusung Ismael, Heba Allen, Bryan Buatti, John M Kotrotsou, Aikaterini Li, Hongwei Weiss, Tobias Weller, Michael Bink, Andrea Pouymayou, Bertrand Shaykh, Hassan F Saltz, Joel Prasanna, Prateek Shrestha, Sampurna Mani, Kartik M Payne, David Kurc, Tahsin Pelaez, Enrique Franco-Maldonado, Heydy Loayza, Francis Quevedo, Sebastian Guevara, Pamela Torche, Esteban Mendoza, Cristobal Vera, Franco Rios, Elvis Lopez, Eduardo Velastin, Sergio A Ogbole, Godwin Soneye, Mayowa Oyekunle, Dotun Odafe-Oyibotha, Olubunmi Osobu, Babatunde Shu'aibu, Mustapha Dorcas, Adeleye Dako, Farouk Simpson, Amber L Hamghalam, Mohammad Peoples, Jacob J Hu, Ricky Tran, Anh Cutler, Danielle Moraes, Fabio Y Boss, Michael A Gimpel, James Veettil, Deepak Kattil Schmidt, Kendall Bialecki, Brian Marella, Sailaja Price, Cynthia Cimino, Lisa Apgar, Charles Shah, Prashant Menze, Bjoern Barnholtz-Sloan, Jill S Martin, Jason Bakas, Spyridon DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL) Science & Technology Multidisciplinary Sciences Science & Technology - Other Topics 10.1038/s41467-023-36188-7 NATURE COMMUNICATIONS 14 1 2023-07-27T05:10:08Z 2023-07-27T05:10:08Z 2023-01-26 2023-07-27T05:08:14Z Article Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon, Sheller, Micah, Wang, Shih-Han, Reina, G Anthony, Foley, Patrick, Gruzdev, Alexey, Karkada, Deepthi, Davatzikos, Christos, Sako, Chiharu, Ghodasara, Satyam, Bilello, Michel, Mohan, Suyash, Vollmuth, Philipp, Brugnara, Gianluca, Preetha, Chandrakanth J, Sahm, Felix, Maier-Hein, Klaus, Zenk, Maximilian, Bendszus, Martin, Wick, Wolfgang, Calabrese, Evan, Rudie, Jeffrey, Villanueva-Meyer, Javier, Cha, Soonmee, Ingalhalikar, Madhura, Jadhav, Manali, Pandey, Umang, Saini, Jitender, Garrett, John, Larson, Matthew, Jeraj, Robert, Currie, Stuart, Frood, Russell, Fatania, Kavi, Huang, Raymond Y, Chang, Ken, Balana, Carmen, Capellades, Jaume, Puig, Josep, Trenkler, Johannes, Pichler, Josef, Necker, Georg, Haunschmidt, Andreas, Meckel, Stephan, Shukla, Gaurav, Liem, Spencer, Alexander, Gregory S, Lombardo, Joseph, Palmer, Joshua D, Flanders, Adam E, Dicker, Adam P, Sair, Haris I, Jones, Craig K, Venkataraman, Archana, Jiang, Meirui, So, Tiffany Y, Chen, Cheng, Heng, Pheng Ann, Dou, Qi, Kozubek, Michal, Lux, Filip, Michalek, Jan, Matula, Petr, Kerkovsky, Milos, Koprivova, Tereza, Dostal, Marek, Vybihal, Vaclav, Vogelbaum, Michael A, Mitchell, J Ross, Farinhas, Joaquim, Maldjian, Joseph A, Yogananda, Chandan Ganesh Bangalore, Pinho, Marco C, Reddy, Divya, Holcomb, James, Wagner, Benjamin C, Ellingson, Benjamin M, Cloughesy, Timothy F, Raymond, Catalina, Oughourlian, Talia, Hagiwara, Akifumi, Wang, Chencai, To, Minh-Son, Bhardwaj, Sargam, Chong, Chee, Agzarian, Marc, Falcao, Alexandre Xavier, Martins, Samuel B, Teixeira, Bernardo CA, Sprenger, Flavia, Menotti, David, Lucio, Diego R, LaMontagne, Pamela, Marcus, Daniel, Wiestler, Benedikt, Kofler, Florian, Ezhov, Ivan, Metz, Marie, Jain, Rajan, Lee, Matthew, Lui, Yvonne W, McKinley, Richard, Slotboom, Johannes, Radojewski, Piotr, Meier, Raphael, Wiest, Roland, Murcia, Derrick, Fu, Eric, Haas, Rourke, Thompson, John, Ormond, David Ryan, Badve, Chaitra, Sloan, Andrew E, Vadmal, Vachan, Waite, Kristin, Colen, Rivka R, Pei, Linmin, Ak, Murat, Srinivasan, Ashok, Bapuraj, J Rajiv, Rao, Arvind, Wang, Nicholas, Yoshiaki, Ota, Moritani, Toshio, Turk, Sevcan, Lee, Joonsang, Prabhudesai, Snehal, Moron, Fanny, Mandel, Jacob, Kamnitsas, Konstantinos, Glocker, Ben, Dixon, Luke VM, Williams, Matthew, Zampakis, Peter, Panagiotopoulos, Vasileios, Tsiganos, Panagiotis, Alexiou, Sotiris, Haliassos, Ilias, Zacharaki, Evangelia I, Moustakas, Konstantinos, Kalogeropoulou, Christina, Kardamakis, Dimitrios M, Choi, Yoon Seong, Lee, Seung-Koo, Chang, Jong Hee, Ahn, Sung Soo, Luo, Bing, Poisson, Laila, Wen, Ning, Tiwari, Pallavi, Verma, Ruchika, Bareja, Rohan, Yadav, Ipsa, Chen, Jonathan, Kumar, Neeraj, Smits, Marion, van der Voort, Sebastian R, Alafandi, Ahmed, Incekara, Fatih, Wijnenga, Maarten MJ, Kapsas, Georgios, Gahrmann, Renske, Schouten, Joost W, Dubbink, Hendrikus J, Vincent, Arnaud JPE, van den Bent, Martin J, French, Pim J, Klein, Stefan, Yuan, Yading, Sharma, Sonam, Tseng, Tzu-Chi, Adabi, Saba, Niclou, Simone P, Keunen, Olivier, Hau, Ann-Christin, Vallieres, Martin, Fortin, David, Lepage, Martin, Landman, Bennett, Ramadass, Karthik, Xu, Kaiwen, Chotai, Silky, Chambless, Lola B, Mistry, Akshitkumar, Thompson, Reid C, Gusev, Yuriy, Bhuvaneshwar, Krithika, Sayah, Anousheh, Bencheqroun, Camelia, Belouali, Anas, Madhavan, Subha, Booth, Thomas C, Chelliah, Alysha, Modat, Marc, Shuaib, Haris, Dragos, Carmen, Abayazeed, Aly, Kolodziej, Kenneth, Hill, Michael, Abbassy, Ahmed, Gamal, Shady, Mekhaimar, Mahmoud, Qayati, Mohamed, Reyes, Mauricio, Park, Ji Eun, Yun, Jihye, Kim, Ho Sung, Mahajan, Abhishek, Muzi, Mark, Benson, Sean, Beets-Tan, Regina GH, Teuwen, Jonas, Herrera-Trujillo, Alejandro, Trujillo, Maria, Escobar, William, Abello, Ana, Bernal, Jose, Gomez, Jhon, Choi, Joseph, Baek, Stephen, Kim, Yusung, Ismael, Heba, Allen, Bryan, Buatti, John M, Kotrotsou, Aikaterini, Li, Hongwei, Weiss, Tobias, Weller, Michael, Bink, Andrea, Pouymayou, Bertrand, Shaykh, Hassan F, Saltz, Joel, Prasanna, Prateek, Shrestha, Sampurna, Mani, Kartik M, Payne, David, Kurc, Tahsin, Pelaez, Enrique, Franco-Maldonado, Heydy, Loayza, Francis, Quevedo, Sebastian, Guevara, Pamela, Torche, Esteban, Mendoza, Cristobal, Vera, Franco, Rios, Elvis, Lopez, Eduardo, Velastin, Sergio A, Ogbole, Godwin, Soneye, Mayowa, Oyekunle, Dotun, Odafe-Oyibotha, Olubunmi, Osobu, Babatunde, Shu'aibu, Mustapha, Dorcas, Adeleye, Dako, Farouk, Simpson, Amber L, Hamghalam, Mohammad, Peoples, Jacob J, Hu, Ricky, Tran, Anh, Cutler, Danielle, Moraes, Fabio Y, Boss, Michael A, Gimpel, James, Veettil, Deepak Kattil, Schmidt, Kendall, Bialecki, Brian, Marella, Sailaja, Price, Cynthia, Cimino, Lisa, Apgar, Charles, Shah, Prashant, Menze, Bjoern, Barnholtz-Sloan, Jill S, Martin, Jason, Bakas, Spyridon (2023-01-26). Federated learning enables big data for rare cancer boundary detection (vol 13, 7346, 2022). NATURE COMMUNICATIONS 14 (1). ScholarBank@NUS Repository. https://doi.org/10.1038/s41467-023-36188-7 2041-1723 https://scholarbank.nus.edu.sg/handle/10635/243577 en NATURE PORTFOLIO Elements