Publication
Cascaded Multi-view Canonical Correlation (CaMCCo) for Early Diagnosis of Alzheimer’s Disease via Fusion of Clinical, Imaging and Omic Features
Asha Singanamalli, Asha Singanamalli, Haibo Wang, Haibo Wang, Anant Madabhushi, Anant Madabhushi, Michael Weiner, Michael Weiner, Paul Aisen, Paul Aisen, Ronald Petersen, Ronald Petersen, Clifford Jack, Clifford Jack, William Jagust, William Jagust, John Trojanowki, John Trojanowki, Arthur Toga, Arthur Toga, Laurel Beckett, Laurel Beckett, Robert Green, Robert Green, Andrew Saykin, Andrew Saykin, John Morris, John Morris, Leslie Shaw, Leslie Shaw, Jeffrey Kaye, Jeffrey Kaye, Joseph Quinn, Joseph Quinn, Lisa Silbert, Lisa Silbert, Betty Lind, Betty Lind, Raina Carter, Raina Carter, Sara Dolen, Sara Dolen, Lon Schneider, Lon Schneider, Sonia Pawluczyk, Sonia Pawluczyk, Mauricio Beccera, Mauricio Beccera, Liberty Teodoro, Liberty Teodoro, Bryan Spann, Bryan Spann, James Brewer, James Brewer, Helen Vanderswag, Helen Vanderswag, Adam Fleisher, Adam Fleisher, Judith Heidebrink, Judith Heidebrink, Joanne Lord, Joanne Lord, Sara Mason, Sara Mason, Colleen Albers, Colleen Albers, David Knopman, David Knopman, Kris Johnson, Kris Johnson, Rachelle Doody, Rachelle Doody, Javier Villanueva-Meyer, Javier Villanueva-Meyer, Munir Chowdhury, Munir Chowdhury, Susan Rountree, Susan Rountree, Mimi Dang, Mimi Dang, Yaakov Stern, Yaakov Stern, Lawrence Honig, Lawrence Honig, Karen Bell, Karen Bell, Beau Ances, Beau Ances, John Morris, John Morris, Maria Carroll, Maria Carroll, Mary Creech, Mary Creech, Erin Franklin, Erin Franklin, Mark Mintun, Mark Mintun, Stacy Schneider, Stacy Schneider, Angela Oliver, Angela Oliver, Daniel Marson, Daniel Marson, Randall Griffith, Randall Griffith, David Clark, David Clark, David Geldmacher, David Geldmacher, John Brockington, John Brockington, Erik Roberson, Erik Roberson, Marissa Natelson Love, Marissa Natelson Love, Hillel Grossman, Hillel Grossman, Effie Mitsis, Effie Mitsis, Raj Shah, Raj Shah, Leyla deToledo-Morrell, Leyla deToledo-Morrell, Ranjan Duara, Ranjan Duara, Daniel Varon, Daniel Varon, Maria Greig, Maria Greig, Peggy Roberts, Peggy Roberts, Marilyn Albert, Marilyn Albert, Chiadi Onyike, Chiadi Onyike, Daniel D’Agostino, Daniel D’Agostino, Stephanie Kielb, Stephanie Kielb, James Galvin, James Galvin, Brittany Cerbone, Brittany Cerbone, Christina Michel, Christina Michel, Dana Pogorelec, Dana Pogorelec, Henry Rusinek, Henry Rusinek, Mony de Leon, Mony de Leon, Lidia Glodzik, Lidia Glodzik, Susan De Santi, Susan De Santi, P. Doraiswamy, P. Doraiswamy, Jeffrey Petrella, Jeffrey Petrella, Salvador Borges-Neto, Salvador Borges-Neto, Terence Wong, Terence Wong, Edward Coleman, Edward Coleman, Charles Smith, Charles Smith, Greg Jicha, Greg Jicha, Peter Hardy, Peter Hardy, Partha Sinha, Partha Sinha, Elizabeth Oates, Elizabeth Oates, Gary Conrad, Gary Conrad, Anton Porsteinsson, Anton Porsteinsson, Bonnie Goldstein, Bonnie Goldstein, Kim Martin, Kim Martin, Kelly Makino, Kelly Makino, M. Ismail, M. Ismail, Connie Brand, Connie Brand, Ruth Mulnard, Ruth Mulnard, Gaby Thai, Gaby Thai, Catherine Mc-Adams-Ortiz, Catherine Mc-Adams-Ortiz, Kyle Womack, Kyle Womack, Dana Mathews, Dana Mathews, Mary Quiceno, Mary Quiceno, Allan Levey, Allan Levey, James Lah, James Lah, Janet Cellar, Janet Cellar, Jeffrey Burns, Jeffrey Burns, Russell Swerdlow, Russell Swerdlow, William Brooks, William Brooks, Liana Apostolova, Liana Apostolova, Kathleen Tingus, Kathleen Tingus, Ellen Woo, Ellen Woo, Daniel Silverman, Daniel Silverman, Po Lu, Po Lu, George Bartzokis, George Bartzokis, Neill Graff-Radford, Neill Graff-Radford, Francine Parfitt, Francine Parfitt, Tracy Kendall, Tracy Kendall, Heather Johnson, Heather Johnson, Martin Farlow, Martin Farlow, Ann Marie Hake, Ann Marie Hake, Brandy Matthews, Brandy Matthews, Jared Brosch, Jared Brosch, Scott Herring, Scott Herring, Cynthia Hunt, Cynthia Hunt, Christopher Dyck, Christopher Dyck, Richard Carson, Richard Carson, Martha MacAvoy, Martha MacAvoy, Pradeep Varma, Pradeep Varma, Howard Chertkow, Howard Chertkow, Howard Bergman, Howard Bergman, Chris Hosein, Chris Hosein, Sandra Black, Sandra Black, Bojana Stefanovic, Bojana Stefanovic, Curtis Caldwell, Curtis Caldwell, Ging-Yuek Robin Hsiung, Ging-Yuek Robin Hsiung, Howard Feldman, Howard Feldman, Benita Mudge, Benita Mudge, Michele Assaly, Michele Assaly, Elizabeth Finger, Elizabeth Finger, Stephen Pasternack, Stephen Pasternack, Irina Rachisky, Irina Rachisky, Dick Trost, Dick Trost, Andrew Kertesz, Andrew Kertesz, Charles Bernick, Charles Bernick, Donna Munic, Donna Munic, Marek-Marsel Mesulam, Marek-Marsel Mesulam, Kristine Lipowski, Kristine Lipowski, Sandra Weintraub, Sandra Weintraub, Borna Bonakdarpour, Borna Bonakdarpour, Diana Kerwin, Diana Kerwin, Chuang-Kuo Wu, Chuang-Kuo Wu, Nancy Johnson, Nancy Johnson, Carl Sadowsky, Carl Sadowsky, Teresa Villena, Teresa Villena, Raymond Scott Turner, Raymond Scott Turner, Kathleen Johnson, Kathleen Johnson, Brigid Reynolds, Brigid Reynolds, Reisa Sperling, Reisa Sperling, Keith Johnson, Keith Johnson, Gad Marshall, Gad Marshall, Jerome Yesavage, Jerome Yesavage, Joy Taylor, Joy Taylor, Barton Lane, Barton Lane, Allyson Rosen, Allyson Rosen, Jared Tinklenberg, Jared Tinklenberg, Marwan Sabbagh, Marwan Sabbagh, Christine Belden, Christine Belden, Sandra Jacobson, Sandra Jacobson, Sherye Sirrel, Sherye Sirrel, Neil Kowall, Neil Kowall, Ronald Killiany, Ronald Killiany, Andrew Budson, Andrew Budson, Alexander Norbash, Alexander Norbash, Patricia Lynn Johnson, Patricia Lynn Johnson, Thomas Obisesan, Thomas Obisesan, Saba Wolday, Saba Wolday, Joanne Allard, Joanne Allard, Alan Lerner, Alan Lerner, Paula Ogrocki, Paula Ogrocki, Curtis Tatsuoka, Curtis Tatsuoka, Parianne Fatica, Parianne Fatica, Evan Fletcher, Evan Fletcher, Pauline Maillard, Pauline Maillard, John Olichney, John Olichney, Charles DeCarli, Charles DeCarli, Owen Carmichael, Owen Carmichael, Smita Kittur, Smita Kittur, Michael Borrie, Michael Borrie, T-Y Lee, T-Y Lee, RobBartha, RobBartha, Sterling Johnson, Sterling Johnson, Sanjay Asthana, Sanjay Asthana, Cynthia Carlsson, Cynthia Carlsson, Steven Potkin, Steven Potkin, Adrian Preda, Adrian Preda, Dana Nguyen, Dana Nguyen, Pierre Tariot, Pierre Tariot, Anna Burke, Anna Burke, Nadira Trncic, Nadira Trncic, Adam Fleisher, Adam Fleisher, Stephanie Reeder, Stephanie Reeder, Vernice Bates, Vernice Bates, Horacio Capote, Horacio Capote, Michelle Rainka, Michelle Rainka, Douglas Scharre, Douglas Scharre, Maria Kataki, Maria Kataki, Anahita Adeli, Anahita Adeli, Earl Zimmerman, Earl Zimmerman, Dzintra Celmins, Dzintra Celmins, Alice Brown, Alice Brown, Godfrey Pearlson, Godfrey Pearlson, Karen Blank, Karen Blank, Karen Anderson, Karen Anderson, Laura Flashman, Laura Flashman, Marc Seltzer, Marc Seltzer, Mary Hynes, Mary Hynes, Robert Santulli, Robert Santulli, Kaycee Sink, Kaycee Sink, Leslie Gordineer, Leslie Gordineer, Jeff Williamson, Jeff Williamson, Pradeep Garg, Pradeep Garg, Franklin Watkins, Franklin Watkins, Brian Ott, Brian Ott, Henry Querfurth, Henry Querfurth, Geoffrey Tremont, Geoffrey Tremont, Stephen Salloway, Stephen Salloway, Paul Malloy, Paul Malloy, Stephen Correia, Stephen Correia, Howard Rosen, Howard Rosen, Bruce Miller, Bruce Miller, David Perry, David Perry, Jacobo Mintzer, Jacobo Mintzer, Kenneth Spicer, Kenneth Spicer, David Bachman, David Bachman, Nunzio Pomara, Nunzio Pomara, Raymundo Hernando, Raymundo Hernando, Antero Sarrael, Antero Sarrael, Norman Relkin, Norman Relkin, Gloria Chaing, Gloria Chaing, Michael Lin, Michael Lin, Lisa Ravdin, Lisa Ravdin, Amanda Smith, Amanda Smith, Balebail Ashok Raj, Balebail Ashok Raj, Kristin Fargher, Kristin Fargher
Scientific Reports, August 2017, Springer Science + Business Media
DOI: 10.1038/s41598-017-03925-0