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Ana M. Díaz-Zuluaga
Researcher at University of Antioquia
Publications - 27
Citations - 522
Ana M. Díaz-Zuluaga is an academic researcher from University of Antioquia. The author has contributed to research in topics: Bipolar disorder & Medicine. The author has an hindex of 7, co-authored 20 publications receiving 241 citations. Previous affiliations of Ana M. Díaz-Zuluaga include University of Pennsylvania & RWTH Aachen University.
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Journal ArticleDOI
Using structural MRI to identify bipolar disorders – 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group
Abraham Nunes,Hugo G. Schnack,Christopher R.K. Ching,Christopher R.K. Ching,Ingrid Agartz,Theophilus N. Akudjedu,Martin Alda,Dag Alnæs,Dag Alnæs,Silvia Alonso-Lana,Jochen Bauer,Bernhard T. Baune,Erlend Bøen,Caterina del Mar Bonnín,Geraldo F. Busatto,Erick J. Canales-Rodríguez,Dara M. Cannon,Xavier Caseras,Tiffany M. Chaim-Avancini,Udo Dannlowski,Ana M. Díaz-Zuluaga,Bruno Dietsche,Nhat Trung Doan,Nhat Trung Doan,Edouard Duchesnay,Torbjørn Elvsåshagen,Daniel Emden,Lisa T. Eyler,Lisa T. Eyler,Mar Fatjó-Vilas,Pauline Favre,Sonya Foley,Janice M. Fullerton,Janice M. Fullerton,David C. Glahn,David C. Glahn,Jose Manuel Goikolea,Dominik Grotegerd,Tim Hahn,Chantal Henry,Derrek P. Hibar,Josselin Houenou,Fleur M. Howells,Neda Jahanshad,Tobias Kaufmann,Tobias Kaufmann,Joanne Kenney,Tilo Kircher,Axel Krug,Trine Vik Lagerberg,Rhoshel K. Lenroot,Rhoshel K. Lenroot,Carlos López-Jaramillo,Rodrigo Machado-Vieira,Rodrigo Machado-Vieira,Ulrik Fredrik Malt,Ulrik Fredrik Malt,Colm McDonald,Philip B. Mitchell,Philip B. Mitchell,Benson Mwangi,Leila Nabulsi,Nils Opel,Bronwyn Overs,Julian A Pineda-Zapata,Edith Pomarol-Clotet,Ronny Redlich,Gloria Roberts,Gloria Roberts,Pedro G.P. Rosa,Raymond Salvador,Theodore D. Satterthwaite,Jair C. Soares,Dan J. Stein,Henk Temmingh,Henk Temmingh,Thomas Trappenberg,Anne Uhlmann,Anne Uhlmann,Neeltje E.M. van Haren,Neeltje E.M. van Haren,Eduard Vieta,Lars T. Westlye,Lars T. Westlye,Daniel H. Wolf,Dilara Yüksel,Marcus V. Zanetti,Ole A. Andreassen,Ole A. Andreassen,Paul M. Thompson,Tomas Hajek +90 more
TL;DR: Although short of the 80% clinically relevant accuracy threshold, the results are promising and provide a fair and realistic estimate of classification performance, which can be achieved in a large, ecologically valid, multi-site sample of BD participants based on regional neurostructural measures.
Journal ArticleDOI
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA.
Joaquim Radua,Eduard Vieta,Russell T. Shinohara,Peter Kochunov,Yann Quidé,Yann Quidé,Melissa J. Green,Melissa J. Green,Cynthia Shannon Weickert,Cynthia Shannon Weickert,Cynthia Shannon Weickert,Thomas W. Weickert,Thomas W. Weickert,Jason M. Bruggemann,Jason M. Bruggemann,Tilo Kircher,Igor Nenadic,Murray J. Cairns,Marc L. Seal,Ulrich Schall,Frans Henskens,Janice M. Fullerton,Janice M. Fullerton,Bryan J. Mowry,Christos Pantelis,Rhoshel K. Lenroot,Rhoshel K. Lenroot,Rhoshel K. Lenroot,Vanessa Cropley,Carmel M. Loughland,Rodney J. Scott,Daniel H. Wolf,Theodore D. Satterthwaite,Yunlong Tan,Kang Sim,Kang Sim,Fabrizio Piras,Gianfranco Spalletta,Nerisa Banaj,Edith Pomarol-Clotet,Aleix Solanes,Anton Albajes-Eizagirre,Erick J. Canales-Rodríguez,S. Sarró,Annabella Di Giorgio,Annabella Di Giorgio,Alessandro Bertolino,Michael Stäblein,Viola Oertel,Christian Knöchel,Stefan Borgwardt,Stefan S. du Plessis,Je-Yeon Yun,Je-Yeon Yun,Jun Soo Kwon,Jun Soo Kwon,Udo Dannlowski,Tim Hahn,Dominik Grotegerd,Clara Alloza,Celso Arango,Joost Janssen,Covadonga M. Díaz-Caneja,Wenhao Jiang,Vince D. Calhoun,Stefan Ehrlich,Kun Yang,Nicola G. Cascella,Yoichiro Takayanagi,Yoichiro Takayanagi,Akira Sawa,Alexander Tomyshev,Irina V. Lebedeva,Kaleda Vg,Matthias Kirschner,Matthias Kirschner,Cyril Höschl,Cyril Höschl,David Tomecek,David Tomecek,David Tomecek,Antonin Skoch,Therese van Amelsvoort,Geor Bakker,Anthony A. James,Adrian Preda,Andrea Weideman,Dan J. Stein,Fleur M. Howells,Anne Uhlmann,Anne Uhlmann,Henk Temmingh,Carlos López-Jaramillo,Ana M. Díaz-Zuluaga,Lydia Fortea,Eloy Martinez-Heras,Elisabeth Solana,Sara Llufriu,Neda Jahanshad,Paul M. Thompson,Jessica A. Turner,Theo G.M. van Erp,David C. Glahn,David C. Glahn,David C. Glahn,Godfrey D. Pearlson,Godfrey D. Pearlson,Elliot Hong,Axel Krug,Vaughan J. Carr,Vaughan J. Carr,Paul A. Tooney,Gavin Cooper,Paul E. Rasser,Patricia T. Michie,Stanley V. Catts,Raquel E. Gur,Ruben C. Gur,Fude Yang,Fengmei Fan,Jingxu Chen,Hua Guo,Shuping Tan,Zhiren Wang,Hong Xiang,Federica Piras,Francesca Assogna,Raymond Salvador,Peter J. McKenna,Aurora Bonvino,Margaret D. King,Stefan Kaiser,Dana Nguyen,Julian A Pineda-Zapata +133 more
TL;DR: Whether the batch adjustment method, ComBat, can further reduce site-related heterogeneity and thus increase statistical power and recommend applying the ComBat function to attenuate potential effects of site in ENIGMA projects and other multi-site structural imaging work.
Journal ArticleDOI
What we learn about bipolar disorder from large‐scale neuroimaging: Findings and future directions from the ENIGMA bipolar disorder working group
Christopher R.K. Ching,Derrek P. Hibar,Tiril P. Gurholt,Tiril P. Gurholt,Abraham Nunes,Sophia I. Thomopoulos,Christoph Abé,Christoph Abé,Ingrid Agartz,Ingrid Agartz,Rachel M. Brouwer,Dara M. Cannon,Sonja M C de Zwarte,Lisa T. Eyler,Pauline Favre,Tomas Hajek,Tomas Hajek,Unn K. Haukvik,Josselin Houenou,Mikael Landén,Mikael Landén,Tristram A. Lett,C. McDonald,Leila Nabulsi,Leila Nabulsi,Yash Patel,Melissa Pauling,Tomáš Paus,Tomáš Paus,Joaquim Radua,Márcio Gerhardt Soeiro-de-Souza,G. Tronchin,Neeltje E.M. van Haren,Eduard Vieta,Henrik Walter,Ling-Li Zeng,Ling-Li Zeng,Martin Alda,Jorge R. C. Almeida,Dag Alnæs,Silvia Alonso-Lana,Cara M. Altimus,Michael Bauer,Bernhard T. Baune,Bernhard T. Baune,Bernhard T. Baune,Carrie E. Bearden,Carrie E. Bearden,Marcella Bellani,Francesco Benedetti,Michael Berk,Michael Berk,Amy C Bilderbeck,Hilary P. Blumberg,Erlend Bøen,Irene Bollettini,Caterina del Mar Bonnín,Paolo Brambilla,Paolo Brambilla,Erick J. Canales-Rodríguez,Xavier Caseras,Orwa Dandash,Orwa Dandash,Udo Dannlowski,G. Delvecchio,Ana M. Díaz-Zuluaga,Danai Dima,Danai Dima,Edouard Duchesnay,Torbjørn Elvsåshagen,Torbjørn Elvsåshagen,Scott C Fears,Sophia Frangou,Sophia Frangou,Janice M. Fullerton,Janice M. Fullerton,David C. Glahn,Jose Manuel Goikolea,Melissa J. Green,Melissa J. Green,Dominik Grotegerd,Oliver Gruber,Bartholomeus C M Haarman,Chantal Henry,Fleur M. Howells,Victoria L. Ives-Deliperi,Andreas Jansen,Tilo Kircher,Christian Knöchel,Bernd Kramer,Beny Lafer,Carlos López-Jaramillo,Rodrigo Machado-Vieira,Bradley J. MacIntosh,Bradley J. MacIntosh,Elisa M T Melloni,Philip B. Mitchell,Igor Nenadic,Fabiano G. Nery,Fabiano G. Nery,Allison C. Nugent,Viola Oertel,Roel A. Ophoff,Roel A. Ophoff,Miho Ota,Bronwyn Overs,Daniel L Pham,Mary L. Phillips,Julian A Pineda-Zapata,Sara Poletti,Mircea Polosan,Mircea Polosan,Edith Pomarol-Clotet,Arnaud Pouchon,Yann Quidé,Yann Quidé,Maria M. Rive,Gloria Roberts,Henricus G. Ruhé,Raymond Salvador,Salvador Sarró,Theodore D. Satterthwaite,Aart H. Schene,Kang Sim,Jair C. Soares,Michael Stäblein,Dan J. Stein,Christian K. Tamnes,Georgios V Thomaidis,Cristian Vargas Upegui,Dick J. Veltman,Michèle Wessa,Lars T. Westlye,Lars T. Westlye,Heather C. Whalley,Daniel H. Wolf,Mon-Ju Wu,Lakshmi N. Yatham,Carlos A. Zarate,Paul M. Thompson,Ole A. Andreassen,Ole A. Andreassen +141 more
TL;DR: Initial ENIGMA Bipolar Disorder Working Group studies reveal widespread patterns of lower cortical thickness, subcortical volume and disrupted white matter integrity associated with BD, and provide further insights into the pathophysiological mechanisms of BD.
Journal ArticleDOI
Increased hippocampal, thalamus and amygdala volume in long-term lithium-treated bipolar I disorder patients compared with unmedicated patients and healthy subjects.
Carlos López-Jaramillo,Cristian Vargas,Ana M. Díaz-Zuluaga,Juan David Palacio,Gabriel Castrillón,Carrie E. Bearden,Eduard Vieta +6 more
TL;DR: Differences in brain volumes among long‐term lithium‐treated bipolar I disorder patients, unmedicated BD‐I patients, and healthy controls are assessed.
Journal ArticleDOI
In vivo hippocampal subfield volumes in bipolar disorder-A mega-analysis from The Enhancing Neuro Imaging Genetics through Meta-Analysis Bipolar Disorder Working Group.
Unn K. Haukvik,Unn K. Haukvik,Tiril P. Gurholt,Tiril P. Gurholt,Stener Nerland,Torbjørn Elvsåshagen,Torbjørn Elvsåshagen,Theophilus N. Akudjedu,Theophilus N. Akudjedu,Martin Alda,Martin Alda,Dag Alnæs,Dag Alnæs,Silvia Alonso-Lana,Jochen Bauer,Bernhard T. Baune,Bernhard T. Baune,Bernhard T. Baune,Francesco Benedetti,Michael Berk,Michael Berk,Francesco Bettella,Erlend Bøen,Caterina del Mar Bonnín,Paolo Brambilla,Paolo Brambilla,Erick J. Canales-Rodríguez,Dara M. Cannon,Xavier Caseras,Orwa Dandash,Orwa Dandash,Udo Dannlowski,Giuseppe Delvecchio,Ana M. Díaz-Zuluaga,Theo G.M. van Erp,Mar Fatjó-Vilas,Sonya Foley,Katharina Förster,Janice M. Fullerton,Janice M. Fullerton,Jose Manuel Goikolea,Dominik Grotegerd,Oliver Gruber,Bartholomeus C M Haarman,Beathe Haatveit,Beathe Haatveit,Tomas Hajek,Tomas Hajek,Brian Hallahan,Mathew A. Harris,Emma L. Hawkins,Fleur M. Howells,Carina Hülsmann,Neda Jahanshad,Kjetil Nordbø Jørgensen,Tilo Kircher,Bernd Krämer,Axel Krug,Axel Krug,Rayus Kuplicki,Trine Vik Lagerberg,Thomas M. Lancaster,Thomas M. Lancaster,Rhoshel K. Lenroot,Rhoshel K. Lenroot,Rhoshel K. Lenroot,Vera Lonning,Carlos López-Jaramillo,Ulrik Fredrik Malt,Colm McDonald,Andrew M. McIntosh,Genevieve McPhilemy,Dennis van der Meer,Dennis van der Meer,Ingrid Melle,Ingrid Melle,Elisa M T Melloni,Philip B. Mitchell,Philip B. Mitchell,Leila Nabulsi,Igor Nenadic,Viola Oertel,Lucio Oldani,Nils Opel,Maria Cg Otaduy,Bronwyn Overs,Julian A Pineda-Zapata,Edith Pomarol-Clotet,Joaquim Radua,Joaquim Radua,Joaquim Radua,Lisa Rauer,Ronny Redlich,Jonathan Repple,Maria M. Rive,Gloria Roberts,Gloria Roberts,Henricus G. Ruhé,Lauren E. Salminen,Raymond Salvador,Salvador Sarró,Jonathan Savitz,Jonathan Savitz,Aart H. Schene,Kang Sim,Kang Sim,Márcio Gerhardt Soeiro-de-Souza,Michael Stäblein,Dan J. Stein,Frederike Stein,Christian K. Tamnes,Henk Temmingh,Henk Temmingh,Sophia I. Thomopoulos,Dick J. Veltman,Eduard Vieta,Lena Waltemate,Lars T. Westlye,Lars T. Westlye,Heather C. Whalley,Philipp G. Sämann,Paul M. Thompson,Christopher R.K. Ching,Ole A. Andreassen,Ole A. Andreassen,Ingrid Agartz,Ingrid Agartz +126 more
TL;DR: In this largest study of hippocampal subfields in BD to date, widespread reductions in nine of 12 subfields studied are shown, supporting a possible protective role of lithium in BD.