Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data von 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

Volltext

Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation von Sheller, Micah J., Reina, G. Anthony, Edwards, Brandon, Martin, Jason, Bakas, Spyridon

Volltext

OpenFL: the open federated learning library von Foley, Patrick, Sheller, Micah J, Edwards, Brandon, Pati, Sarthak, Riviera, Walter, Sharma, Mansi, Narayana Moorthy, Prakash, Wang, Shih-han, Martin, Jason, Mirhaji, Parsa, Shah, Prashant, Bakas, Spyridon

Volltext

The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research von 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

Volltext

Federated benchmarking of medical artificial intelligence with MedPerf von 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

Volltext

Privacy preservation for federated learning in health care von Pati, Sarthak, Kumar, Sourav, Varma, Amokh, Edwards, Brandon, Lu, Charles, Qu, Liangqiong, Wang, Justin J., Lakshminarayanan, Anantharaman, Wang, Shih-han, Sheller, Micah J., Chang, Ken, Singh, Praveer, Rubin, Daniel L., Kalpathy-Cramer, Jayashree, Bakas, Spyridon

Volltext

The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research von 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

Volltext

TECHNOLOGIES FOR SECURE STORAGE AND USE OF BIOMETRIC AUTHENTICATION INFORMATION von CAHILL, Conor, SHELLER, Micah J, SMITH, Ned M, MARTIN, Jason

Volltext bestellen

IoT sensor fusion von Sheller, Micah J, Corrion, Bradley William, Sedayao, Jeffrey

Volltext bestellen

Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation von Sheller, Micah J, Reina, G Anthony, Edwards, Brandon, Martin, Jason, Bakas, Spyridon

Volltext bestellen

TECHNOLOGIES FOR AUTHENTICATING A USER OF A COMPUTING DEVICE BASED ON AUTHENTICATION CONTEXT STATE von PANDIAN, Sindhu, WELLS, Kevin C, SHELLER, Micah J, SCURFIELD, Hannah L, NEEDHAM, Brad H, SMITH, Ned, GOSS, Nathaniel J, HELDT-SHELLER, Nathan

Volltext bestellen

Federated benchmarking of medical artificial intelligence with MedPerf von 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, Reddy Puchala, Sreekar, 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, FeTS Consortium, BraTS-2020 Consortium, AI4SafeChole Consortium, Mascagni, Pietro, Mehta, Virendra, Ferro Moraes, Cassiano, 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

Volltext bestellen

MULTI-SIGNAL GEOMETRIC LOCATION SENSING FOR ACCESS CONTROL von SHELLER, Micah J, SMITH, Ned M, HELDT-SHELLER, Nathan

Volltext bestellen

METHODS AND APPARATUS TO FACILITATE SECURE SCREEN INPUT von TRIPP, Jeffrey M, SHELLER, Micah J, CORRION, Bradley W

Volltext bestellen

IOT SENSOR FUSION von Sheller, Micah J, Corrion, Bradley William, Sedayao, Jeffrey Christopher

Volltext bestellen

Multi-signal geometric location sensing for access control von Sheller, Micah J, Smith, Ned M, Heldt-Sheller, Nathan

Volltext bestellen

Technologies for performing orientation-independent bioimpedance-based user authentication von Sheller Micah J, Cornelius Cory, Martin Jason

Volltext bestellen

OpenFL: An open-source framework for Federated Learning von 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

Volltext

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation von 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

Volltext

TECHNOLOGIES FOR ENHANCED USER AUTHENTICATION USING ADVANCED SENSOR MONITORING von SHELLER, Micah J, SMITH, Ned, CHHABRA, Jasmeet, HELDT-SHELLER, Nathan

Volltext bestellen