Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder

Autor: Dippel, Jonas, Lenga, Matthias, Goerttler, Thomas, Obermayer, Klaus, Höhne, Johannes

It is common practice to reuse models initially trained on different data to increase downstream task performance. Especially in the computer vision domain, ImageNet-pretrained weights have been successfully used for various tasks. In this work, we i

Externí odkaz: http://arxiv.org/abs/2207.14508

Chargrid-OCR: End-to-end Trainable Optical Character Recognition for Printed Documents using Instance Segmentation

Autor: Reisswig, Christian, Katti, Anoop R, Spinaci, Marco, Höhne, Johannes

We present an end-to-end trainable approach for Optical Character Recognition (OCR) on printed documents. Specifically, we propose a model that predicts a) a two-dimensional character grid (\emph{chargrid}) representation of a document image as a sem

Externí odkaz: http://arxiv.org/abs/1909.04469

Ultrasound renal denervation for hypertension resistant to a triple medication pill (RADIANCE-HTN TRIO): a randomised, multicentre, single-blind, sham-controlled trial

Autor: Sanghvi, Kintur, Costello, Josh, Krathan, Courtney, Lewis, Luot, McElvarr, Andrew, Reilly, John, Jenkins, Stephen, Cash, Michael, Williams, Shannon, Jarvis, Maria, Fong, Pete, Laffer, Cheryl, Gainer, James, Robbins, Mark, Crook, Sherron, Maddel, Sarita, Hsi, David, Martin, Scott, Portnay, Edward, Ducey, Maryanne, Rose, Suzanne, DelMastro, Elizabeth, Bangalore, Sripal, Williams, Stephen, Cabos, Stanley, Rodriguez Alvarez, Carolina, Todoran, Thomas, Basile, Jan, Powers, Eric, Hodskins, Emily, Paladugu, Vijay, Tecklenburg, Anna, Devireddy, Chandan, Lea, Janice, Wells, Bryan, Fiebach, Amanda, Merlin, Claudia, Rader, Florian, Dohad, Suhail, Kim, Hyun-Min, Rashid, Mohammad, Abraham, Josephine, Owan, Theophilus, Abraham, Anu, Lavasani, Iran, Neilson, Hailey, Calhoun, David, McElderry, Thomas, Maddox, William, Oparil, Suzanne, Kinder, Sheila, Kirtane, Ajay J, Radhakrishnan, Jai, Batres, Candido, Edwards, Suzanne, Garasic, Joseph, Drachman, Doug, Zusman, Randy, Rosenfield, Kenneth, Do, Danny, Khuddus, Matheen, Zentko, Suzanne, O'Meara, James, Barb, Ilie, Foster, Abby, Boyette, Alice, Wang, Yale, Jay, Desmond, Skeik, Nedaa, Schwartz, Robert, Peterson, Rose, Goldman, Jo Anne, Goldman, Jessie, Ledley, Gary, Katof, Nancy, Potluri, Srinivasa, Biedermann, Scott, Ward, Jacquelyn, White, Megan, Fisher, Naomi DL, Mauri, Laura, Sobieszczky, Piotr, Smith, Alex, Aseltine, Laura, Stouffer, Rick, Hinderliter, Alan, Pauley, Eric, Wade, Tyrone, Zidar, David, Shishehbor, Mehdi, Effron, Barry, Costa, Marco, Semenec, Terence, Bloch, Michael J, Roongsritong, Chanwit, Nelson, Priscilla, Neumann, Bridget, Cohen, Debbie, Giri, Jay, Neubauer, Robin, Vo, Thu, Chugh, Atul R, Huang, Pei-Hsiu, Jose, Powell, Flack, John, Fishman, Robert, Jones, Michael, Adams, Todd, Bajzer, Christopher, Saxena, Manish, Lobo, Melvin D, Mathur, Anthony, Jain, Ajay, Balawon, Armida, Zongo, Olivier, Levy, Terry, Bent, Clare, Beckett, David, Lakeman, Nicki, Kennard, Sarah, Sharp, Andrew, D'Souza, Richard J, Statton, Sarah, Wilkes, Lindsay, Anning, Christine, Sayer, Jeremy, Iyer, Sudha Ganesh, Robinson, Nicholas, Sevillano, Annaliza, Ocampo, Madelaine, Gerber, Robert, Faris, Mohamad, Marshall, Andrew John, Sinclair, Janet, Pepper, Hayley, Davies, Justin, Chapman, Neil, Burak, Paula, Carvelli, Paula, Jadhav, Sachin, Quinn, Jane, Rump, Lars Christian, Stegbauer, Johannes, Schimmöller, Lars, Potthoff, Sebastian, Schmid, Claudia, Roeder, Sylvia, Weil, Joachim, Hafer, Lukas, Agdirlioglu, Tolga, Köllner, Tanja, Mahfoud, Felix, Böhm, Michael, Ewen, Sebastian, Kulenthiran, Saarraaken, Wachter, Angelika, Koch, Christina, Lurz, Philipp, Fengler, Karl, Rommel, Karl-Philipp, Trautmann, Kai, Petzold, Martin, Schmieder, Roland E, Ott, Christian, Schmid, Axel, Uder, Michael, Heinritz, Ulrike, Fröhlich-Endres, Kerstin, Genth-Zotz, Sabine, Kämpfner, Denise, Grawe, Armin, Höhne, Johannes, Kaesberger, Bärbel, von zur Mühlen, Constantin, Wolf, Dennis, Welzel, Markus, Heinrichs, Gudrun, Trabitzsch, Barbara, Gosse, Philippe, Cremer, Antoine, Trillaud, Hervé, Papadopoulos, Panteleimon, Maire, Florent, Gaudissard, Julie, Azizi, Michel, Sapoval, Marc, Cornu, Erika, Fouassier, David, Livrozet, Marine, Lorthioir, Aurélien, Paquet, Valérie, Pathak, Atul, Honton, Benjamin, Cottin, Marianne, Petit, Frédéric, Lantelme, Pierre, Berge, Constance, Courand, Pierre-Yves, Langevin, Fatou, Delsart, Pascal, Longere, Benjamin, Ledieu, Guillaume, Pontana, François, Sommeville, Coralie, Bertrand, Fabien, Daemen, Joost, Feyz, Lida, Zeijen, Victor, Ruiter, Arno, Huysken, Elisabeth, Blankestijn, Peter, Voskuil, Michiel, Rittersma, Zwaantina, Dolmans, Helma, Kroon, A A, van Zwam, W H, Vranken, Jeannique, de Haan, Claudia, Persu, Alexandre, Renkin, Jean, Maes, Frédéric, Beauloye, Christophe, Lengelé, Jean-Philippe, Huyberechts, Dominique, Bouvie, Anne, Witkowski, Adam, Januszewicz, Andrzej, Kdziela, Jacek, Prejbisj, Aleksander, Hering, Dagmara, Ciecwierz, Dariusz, Jaguszewski, Milosz J, Owczuk, Radoslaw, Reilly, John P, Rump, Lars C, Sharp, Andrew S P, Weber, Michael A, Kably, Benjamin, Barman, Neil C, Reeve-Stoffer, Helen, Coleman, Leslie, McClure, Candace K

Publikováno v: In The Lancet 26 June-2 July 2021 397(10293):2476-2486

Patient-Level Pooled Analysis of Endovascular Ultrasound Renal Denervation or a Sham Procedure 6 Months After Medication Escalation: The RADIANCE Clinical Trial Program

Autor: Azizi, Michel, Sharp, Andrew S.P., Fisher, Naomi D.L., Weber, Michael A., Lobo, Melvin D., Daemen, Joost, Lurz, Philipp, Mahfoud, Felix, Schmieder, Roland E., Basile, Jan, Bloch, Michael J., Saxena, Manish, Wang, Yale, Sanghvi, Kintur, Jenkins, J. Stephen, Devireddy, Chandan, Rader, Florian, Gosse, Philippe, Claude, Lisa, Augustin, Dimitri A., McClure, Candace K., Kirtane, Ajay J., Wang, Yale, Skeik, Nedaa, Bae, Richard, McMeans, Amy, Goldman, JoAnne, Peterson, Rose, Stephen Jenkins, James, Tutor, Isabelle, Harrison, Michael, Penning, Angel, Devireddy, Chandan, Lea, Janice, Fiebach, Amanda, Merlin, Claudia, Rader, Florian, Dohad, Suhail, Tran, Anne, Bhatia, Kirin, Fisher, Naomi D.L., Sobieszczyk, Piotr, Halliday, Ian, Munson, Tay, Lindsey, Jason, Laster, Steven, Bunte, Mathew, Hart, Anthony, King, Dana, Hall, Jamie, Sanghvi, Kintur, Krathen, Courtney, Lewis, Luot, Willitts, Ashley, Todoran, Thomas, Basile, Jan, Awkar, Anthony, Palmer, Casey, Tecklenburg, Anna, Schindler, John, Pacella, John, Muldoon, Matthew, Albright, MaryJo, Nicholson, Tracy, Flack, John, Chami, Youseff, Hafiz, Abdul Moiz, Starkey, Emily, Adams, Kristal, Bernardo, Nelson, Veis, Judith, Hashim, Hayder, Singh, Suman, Whitman, Donna, Stouffer, Rick, Hinderliter, Alan, Allen, Meghan, Scholl, Tatum, Fong, Pete, Gainer, James, Crook, Sherron, Hatchcock, Ellen, Cohen, Debbie, Giri, Jay, Kobayashi, Taisei, Neubauer, Robin, Naidu, Suveeksha, Kirtane, Ajay J., Radhakrishnan, Jai, Batres, Candido, Edwards, Suzanne, Khuddus, Matheen, Zentko, Suzanne, Touchton, Abby, Roberson, Marti, Bloch, Michael J., Akinapelli, Abhilash, English, Lisa, Neumann, Bridget, Mendelsohn, Farrel, Brantley, Hutton, Cawthon, Thomas, DeRamus, Susan, Wade, Wesley, Fishman, Robert, Tuohy, Edward, LeBlanc, Jessica, McCurry, Tina, Krishnaswamy, Amar, Laffin, Luke, Bajzer, Christopher, Boros, Marilyn, Branche, Monica, Abraham, Josephine, Abraham, Anu, Stijleman, Inge, Hsi, David, Martin, Scott, Portnay, Edward, Fiebach, Maryann, Garavito, Carolina, Adams, Todd, Teklinski, Andrew, Leech, Adam, Drilling, Patrick, Tulik, Lynda, Benzuly, Keith, Paparello, James, Fintel, Dan, Ramirez, Haydee, Kats, Lauren, Huang, Paul, Biswas, Santanu, Risher, Serena, Pratt, Kristina, Ibebuogu, Uzoma, Johnson, Karen, Cushman, William, Jones, Lisa, Jackson, Leigh, Landers, David, Pasala, Tilak, Salazer, Thomas, Canino, Peter, Arakelian, Patricia, Yang, Yi-Ming, Khaliq, Asma, Weinberg, Mitchell, Abetu, Yihenew, Gulliver, Alana, Reilly, J.P., Garasic, Joseph, Chugh, Atul, Bertolet, Barry, Go, Brian, Gallapudi, Raghava, Cohn, Joel, Rogers, Kevin, Saxena, Manish, Mathur, Anthony, Jain, Ajay, Balawon, Armida, Zongo, Oliver, Topham, Christine, Sharp, Andrew, Anderson, Richard, Thompson, Elizabeth, Spiro, Nikki, Hodges, Elizabeth, Holder, Jaqueline, Ellam, Timothy, Bagnall, Alan, Jackson, Ralph, Bridgett, Victoria, Wilson, Peter, Das, Neelanjan, Doulton, Timothy, Loader, David, Hector, Gemma, Levy, Terry, Bent, Clare, Kodoth, Vivek, Horler, Stephanie, Nix, Sara, Robinson, Nicholas, Al-Janabi, Firas, Sayer, Jeremy, Ganesh Iyer, Sudha, Redman, Emily, Ramirez, Jonaifah, Padmanabhan, Sandosh, Sharif, Faisal, Alhmoudi, Aishah, Lunardi, Mattia, Coen, Eileen, Glynn, Nicola, Mahfoud, Felix, Lauder, Lucas, Kulenthiran, Saarraaken, Koch, Christina, Wachter, Angelika, Schmieder, Roland, Schmid, Axel, Kannenkeril, Dennis, Heinritz, Ulrike, Endres-Frohlich, Kerstin, Lurz, Philipp, Rommel, Karl, Fengler, Petzold, Martin, Büttner, Margit, Weil, Joachim, Agdirlioglu, Tolga, Köllner, Tanja, Stephan, Jeannine, Dagkonakis, Nikolaos, Hamann, Frank, Ettl, Ute, Petzsche, Ulrike, Reimer, Peter, Hausberg, Martin, Hinrichs, Ralf, Di Ponio-Voit, Isabella, Lutz, Matthias, Gosse, Philippe, Cremer, Antoine, Papadopoulos, Panteleimon, Gaudissard, Julie, Maire, Florent, Azizi, Michel, Sapoval, Marc, Livrozet, Marine, Regrag, Asma, Paquet, Valerie, Delsart, Pascal, Hennicaux, Justin, Sommeville, Coralie, Bertrand, Fabien, Daemen, Joost, Lafeber, Melvin, Zeijen, Victor, Ruiter, Amo, Huijskens, Elisabeth, van Ramshorst, Jan, Xaplanteris, Panagiotis, Briki, Rachid, de Hemptinne, Quentin, Pascal, Severine, Renard, Katty, Ferdinande, Bert, Iglesias, Juan F., Ehert, Georg, Gallego, Laetitia, Dobretz, Kevin, Bottone, Sylviane, Sanghvi, Kintur, Costello, Josh, Krathan, Courtney, Lewis, Luot, McElvarr, Andrew, Reilly, John, Jenkins, Stephen, Cash, Michael, Williams, Shannon, Jarvis, Maria, Fong, Pete, Laffer, Cheryl, Gainer, James, Robbins, Mark, Crook, Sherron, Maddel, Sarita, Hsi, David, Martin, Scott, Portnay, Edward, Ducey, Maryanne, Rose, Suzanne, DelMastro, Elizabeth, Bangalore, Sripal, Williams, Stephen, Cabos, Stanley, Rodriguez Alvarez, Carolina, Todoran, Thomas, Basile, Jan, Powers, Eric, Hodskins, Emily, Paladugu, Vijay, Tecklenburg, Anna, Devireddy, Chandan, Lea, Janice, Wells, Bryan, Fiebach, Amanda, Merlin, Claudia, Rader, Florian, Dohad, Suhail, Kim, Hyun-Min, Rashid, Mohammad, Abraham, Josephine, Owan, Theophilus, Abraham, Anu, Lavasani, Iran, Neilson, Hailey, Calhoun, David, McElderry, Thomas, Maddox, William, Oparil, Suzanne, Kinder, Sheila, Kirtane, Ajay J., Radhakrishnan, Jai, Batres, Candido, Edwards, Suzanne, Garasic, Joseph, Drachman, Doug, Zusman, Randy, Rosenfield, Kenneth, Do, Danny, Khuddus, Matheen, Zentko, Suzanne, O’Meara, James, Barb, Ilie, Foster, Abby, Boyette, Alice, Wang, Yale, Jay, Desmond, Skeik, Nedaa, Schwartz, Robert, Peterson, Rose, Goldman, Jo Anne, Goldman, Jessie, Ledley, Gary, Katof, Nancy, Potluri, Srinivasa, Biedermann, Scott, Ward, Jacquelyn, White, Megan, Fisher, Naomi D.L., Mauri, Laura, Sobieszczky, Piotr, Smith, Alex, Aseltine, Laura, Stouffer, Rick, Hinderliter, Alan, Pauley, Eric, Wade, Tyrone, Zidar, David, Shishehbor, Mehdi, Effron, Barry, Costa, Marco, Semenec, Terence, Bloch, Michael J., Roongsritong, Chanwit, Nelson, Priscilla, Neumann, Bridget, Cohen, Debbie, Giri, Jay, Neubauer, Robin, Vo, Thu, Chugh, Atul R., Huang, Pei-Hsiu, Jose, Powell, Flack, John, Fishman, Robert, Jones, Michael, Adams, Todd, Bajzer, Christopher, Saxena, Manish, Lobo, Melvin D., Mathur, Anthony, Jain, Ajay, Balawon, Armida, Zongo, Olivier, Levy, Terry, Bent, Clare, Beckett, David, Lakeman, Nicki, Kennard, Sarah, Sharp, Andrew, D’Souza, Richard J., Statton, Sarah, Wilkes, Lindsay, Anning, Christine, Sayer, Jeremy, Ganesh Iyer, Sudha, Robinson, Nicholas, Sevillano, Annaliza, Ocampo, Madelaine, Gerber, Robert, Faris, Mohamad, John Marshall, Andrew, Sinclair, Janet, Pepper, Hayley, Davies, Justin, Chapman, Neil, Burak, Paula, Carvelli, Paula, Jadhav, Sachin, Quinn, Jane, Christian Rump, Lars, Stegbauer, Johannes, Schimmöller, Lars, Potthoff, Sebastian, Schmid, Claudia, Roeder, Sylvia, Weil, Joachim, Hafer, Lukas, Agdirlioglu, Tolga, Köllner, Tanja, Mahfoud, Felix, Böhm, Michael, Ewen, Sebastian, Kulenthiran, Saarraaken, Wachter, Angelika, Koch, Christina, Lurz, Philipp, Fengler, Karl, Rommel, Karl-Philipp, Trautmann, Kai, Petzold, Martin, Schmieder, Roland E., Ott, Christian, Schmid, Axel, Uder, Michael, Heinritz, Ulrike, Fröhlich-Endres, Kerstin, Genth-Zotz, Sabine, Kämpfner, Denise, Grawe, Armin, Höhne, Johannes, Kaesberger, Bärbel, von zur Mühlen, Constantin, Wolf, Dennis, Welzel, Markus, Gosse, Philippe, Cremer, Antoine, Trillaud, Hervé, Papadopoulos, Panteleimon, Maire, Florent, Gaudissard, Julie, Azizi, Michel, Sapoval, Marc, Cornu, Erika, Fouassier, David, Livrozet, Marine, Lorthioir, Aurélien, Paquet, Valérie, Pathak, Atul, Honton, Benjamin, Cottin, Marianne, Petit, Frédéric, Lantelme, Pierre, Berge, Constance, Courand, Pierre-Yves, Langevin, Fatou, Delsart, Pascal, Longere, Benjamin, Ledieu, Guillaume, Pontana, François, Sommeville, Coralie, Bertrand, Fabien, Daemen, Joost, Feyz, Lida, Zeijen, Victor, Ruiter, Arno, Huyskens, Elisabeth, Blankestijn, Peter, Voskuil, Michiel, Rittersma, Zwaantina, Dolmans, Helma, Kroon, A.A., van Zwam, W.H., Vranken, Jeannique, de Haan, Claudia, Persu, Alexandre, Renkin, Jean, Maes, Frédéric, Beauloye, Christophe, Lengelé, Jean-Philippe, Huyberechts, Dominique, Bouvier, Anne, Witkowski, Adam, Januszewicz, Andrzej, Kądziela, Jacek, Prejbisj, Aleksander, Hering, Dagmara, Ciecwierz, Dariusz, Jaguszewski, Milosz J., Owczuk, Radoslaw, Ciecwierz, Dariusz, Jaguszewski, Milosz J., Wang, Yale, Jay, Desmond, Skeik, Nedaa, Schwartz, Robert, Rader, Florian, Dohad, Suhail, Victor, Ronald, Sanghvi, Kintur, Costello, Josh, Walsh, Courtney, Abraham, Josephine, Owan, Theophilus, Abraham, Anu, Fisher, Naomi D.L., Mauri, Laura, Sobieszczky, Piotr, Williams, Jonathan, Bloch, Michael J., Roongsritong, Chanwit, Todoran, Thomas, Basile, Jan, Powers, Eric, Hodskins, Emily, Fong, Pete, Laffer, Cheryl, Gainer, James, Robbins, Mark, Reilly, John, Cash, Michael, Goldman, Jessie, Aggarwal, Sandeep, Ledley, Gary, Hsi, David, Martin, Scott, Portnay, Edward, Calhoun, David, McElderry, Thomas, Maddox, William, Oparil, Suzanne, Huang, Pei-Hsiu, Jose, Powell, Khuddus, Matheen, Zentko, Suzanne, O’Meara, James, Barb, Ilie, Garasic, Joseph, Drachman, Doug, Zusman, Randy, Rosenfield, Kenneth, Devireddy, Chandan, Lea, Janice, Wells, Bryan, Stouffer, Rick, Hinderliter, Alan, Pauley, Eric, Potluri, Srinivasa, Biedermann, Scott, Bangalore, Sripal, Williams, Stephen, Zidar, David, Shishehbor, Mehdi, Effron, Barry, Costa, Marco, Kirtane, Ajay J., Radhakrishnan, Jai, Lobo, Melvin D., Mathur, Anthony, Jain, Ajay, Sayer, Jeremy, Ganesh Iyer, Sudha, Robinson, Nicholas, Ali Edroos, Sadat, Levy, Terry, Patel, Amit, Beckett, David, Bent, Clare, Davies, Justin, Chapman, Neil, Shun Shin, Matthew, Howard, James, Sharp, Andrew S.P., Joseph, Anil, D’Souza, Richard, Gerber, Robert, Faris, Mohamad, John Marshall, Andrew, Elorz, Cristina, Lurz, Philipp, Höllriegel, Robert, Fengler, Karl, Rommel, Karl-Philipp, Mahfoud, Felix, Böhm, Michael, Ewen, Sebastian, Lucic, Jelena, Schmieder, Roland E., Ott, Christian, Schmid, Axel, Uder, Michael, Rump, Christian, Stegbauer, Johannes, Kröpil, Patric, Azizi, Michel, Sapoval, Marc, Cornu, Erika, Fouassier, David, Gosse, Philippe, Cremer, Antoine, Trillaud, Hervé, Papadopoulos, Panteleimon, Pathak, Atul, Honton, Benjamin, Lantelme, Pierre, Berge, Constance, Courand, Pierre-Yves, Daemen, Joost, Feyz, Lida, Blankestijn, Peter, Voskuil, Michiel, Rittersma, Zwaantina, Kroon, A.A., van Zwam, W.H., Persu, Alexandre, Renkin, Jean

Publikováno v: Circulation (Ovid); March 2024, Vol. 149 Issue: 10 p747-759, 13p

Brain–computer interface controlled gaming: Evaluation of usability by severely motor restricted end-users

Autor: Holz, Elisa Mira, Höhne, Johannes, Staiger-Sälzer, Pit, Tangermann, Michael, Kübler, Andrea

Publikováno v: In Artificial Intelligence In Medicine October 2013 59(2):111-120