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- Petris, M (3)
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- Simon, Reinhard S (3)
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- Solveit, Hans Kristian (3)
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- Spacek, Michal (3)
- Stelzer, Herbert (3)
- Stiller, Johannes (3)
- Stockmeyer, M.R. (3)
- Tilsner, Heinz (3)
- Tsiledakis, Georgios (3)
- Vargas, H (3)
- Vinogradov, Yury I. (3)
- Wang, Yifei (3)
- Watanabe, Kengo (3)
- Wegerle, Dominik (3)
- Wilk, Alexander (3)
- Xu, C (3)
- Yurevich, Vladimir (3)
- Zanevski, Yuri (3)
- Zgura, Ion-Sorin (3)
- Zimmer, Stefan (3)
- Appelshaeuser, Harald (2)
- Ascenti, Giorgio (2)
- Awes, Terry (2)
- Awes, Terry C. (2)
- Belmont, Ron (2)
- Diakonov, I. (2)
- Doremalen, L.V.V. (2)
- Erdemir, I. (2)
- Hammerstingl, Renate Maria (2)
- Huizinga, Nicole A. (2)
- Hwang, D.S. (2)
- Jung, H. (2)
- Kim, B. (2)
- León Vargas, Hermes (2)
- Mihaylov, D. (2)
- Petrov, Vitalii (2)
- Pł oskoń, M. (2)
- Smirnov, N. (2)
- Varga, Michal (2)
- Wesarg, Stefan (2)
- Alam, Silva De (1)
- Alexander, Nina (1)
- Almaraz, J.R.M. (1)
- Andlauer, Till (1)
- Barkhau, Carlotta (1)
- Bauer, Jochen (1)
- Beckers, Sebastian (1)
- Blanke, Julian (1)
- Borggrefe, Jan (1)
- Brosch, Katharina (1)
- Dannlowski, Udo (1)
- Dohm, Katharina (1)
- Dénes, Ervin Sandor (1)
- Ernsting, Jan (1)
- Fisch, Lukas (1)
- Flinkenflügel, Kira (1)
- Forstner, Andreas Josef (1)
- Goltermann, Janik (1)
- Grotegerd, Dominik (1)
- Groß, Joachim (1)
- Große Hokamp, Nils (1)
- Gruber, Marius (1)
- Hahn, Tim (1)
- Hansen, Alexander (1)
- Heindel, Walter (1)
- Hofmann, Stefan G. (1)
- Jamalabadi, Hamidreza (1)
- Jansen, Andreas (1)
- Kircher, Tilo (1)
- Leehr, Elisabeth Johanna (1)
- Leenings, Ramona (1)
- Lenga, Lukas (1)
- Mallick, Dukhishyam (1)
- Martin, Simon S. (1)
- Meinert, Susanne (1)
- Nenadić, Igor (1)
- Nitsch, Robert (1)
- Nöthen, Markus Maria (1)
- Opel, Nils (1)
- Pfarr, Julia-Katharina (1)
- Redlich, Ronny (1)
- Repple, Jonathan (1)
- Rietschel, Marcella (1)
- Sarink, Kelvin (1)
- Stein, Frederike (1)
- Straube, Benjamin (1)
- Teutenberg, Lea (1)
- Thiel, Katharina (1)
- Thomas-Odenthal, Florian (1)
- Usemann, Paula (1)
- Winter, Alexandra (1)
- Winter, Nils R. (1)
- Wroblewski, Adrian (1)
- Yang, Shiming (1)
- Yasin, Z. (1)
- Yoo, I-K. (1)
- Zhu, Ya (1)
Language
- English (116)
Has Fulltext
- yes (116)
Is part of the Bibliography
- no (116)
Keywords
- Bone density (2)
- Osteoporosis (2)
- Spine (2)
- Bone diseases, Metabolic (1)
- CT dual-energy computed tomography (1)
- Computed tomography, X-ray (1)
- Contrast agent (1)
- Dual-energy computed tomography (1)
- Electron-pion identification (1)
- Fibre/foam sandwich radiator (1)
- Herniated disk (1)
- Image processing (1)
- Intervertebral disc displacement (1)
- Ionisation energy loss (1)
- Multi-wire proportional drift chamber (1)
- Neural network (1)
- Osteoporotic fractures (1)
- Phantoms (imaging) (1)
- TR (1)
- Tomography (1)
- Tomography (x-ray computed) (1)
- Tracking (1)
- Transition radiation detector (1)
- Trigger (1)
- Virtual noncalcium reconstructions (1)
- X-ray computed (1)
- Xenon-based gas mixture (1)
- computer-assisted (1)
- dE/dx (1)
Institute
- Physik (111)
- Frankfurt Institute for Advanced Studies (FIAS) (104)
- Informatik (97)
- Medizin (5)
- Hochschulrechenzentrum (1)
Acharya, Shreyasi ; Adamová, Dagmar ; Aggarwal, Madan Mohan ; Aglieri Rinella, Gianluca ; Agnello, Michelangelo ; Agrawal, Neelima ; Ahammed, Zubayer ; Ahmad, Nazeer ; Ahn, Sang Un ; Aiola, Salvatore ; Akindinov, Alexander ; Alam, Sk Noor ; Albuquerque, Danilo Silva de ; Aleksandrov, Dmitry ; Alessandro, Bruno ; Alexandre, Didier ; Alfaro Molina, Jose Ruben ; Alici, Andrea ; Alkin, Anton ; Alme, Johan ; Alt, Torsten ; Altsybeev, Igor ; Prado, Caio Alves Garcia ; An, Mangmang ; Andrei, Cristian ; Andrews, Harry Arthur ; Andronic, Anton ; Anguelov, Venelin ; Anson, Christopher Daniel ; Antičić, Tome ; Antinori, Federico ; Antonioli, Pietro ; Anwar, Rafay ; Aphecetche, Laurent Bernard ; Appelshäuser, Harald ; Arcelli, Silvia ; Arnaldi, Roberta ; Arnold, Oliver Werner ; Arsene, Ionut Cristian ; Arslandok, Mesut ; Audurier, Benjamin ; Augustinus, Andre ; Averbeck, Ralf Peter ; Azmi, Mohd Danish ; Badalà, Angela ; Baek, Yong Wook ; Bagnasco, Stefano ; Bailhache, Raphaëlle ; Bala, Renu ; Baldisseri, Alberto ; Ball, Markus ; Baral, Rama Chandra ; Barbano, Anastasia Maria ; Barbera, Roberto ; Barile, Francesco ; Barioglio, Luca ; Barnaföldi, Gergely Gábor ; Barnby, Lee Stuart ; Barret, Valerie ; Bartalini, Paolo ; Barth, Klaus ; Bartke, Jerzy ; Bartsch, Esther ; Basile, Maurizio ; Bastid, Nicole ; Basu, Sumit ; Bathen, Bastian ; Batigne, Guillaume ; Batista Camejo, Arianna ; Batyunya, Boris ; Bätzing, Paul Christoph ; Bearden, Ian Gardner ; Beck, Hans ; Bedda, Cristina ; Behera, Nirbhay Kumar ; Belikov, Iouri ; Bellini, Francesca ; Bello Martinez, Hector ; Bellwied, Rene ; Espinoza Beltran, Lucina Gabriela ; Belyaev, Vladimir ; Bencédi, Gyula ; Beolè, Stefania ; Bercuci, Alexandru ; Berdnikov, Yaroslav ; Berényi, Dániel ; Bertens, Redmer Alexander ; Berzano, Dario ; Betev, Latchezar ; Bhasin, Anju ; Bhat, Inayat Rasool ; Bhati, Ashok Kumar ; Bhattacharjee, Buddhadeb ; Bhom, Jihyun ; Bianchi, Livio ; Bianchi, Nicola ; Bianchin, Chiara ; Bielčík, Jaroslav ; Bielčíková, Jana ; Bilandzic, Ante ; Biro, Gabor ; Biswas, Rathijit ; Biswas, Saikat ; Blair, Justin Thomas ; Blau, Dmitry S. ; Blume, Christoph ; Boca, Gianluigi ; Bock, Friederike ; Bogdanov, Alexey A. ; Boldizsár, László ; Bombara, Marek ; Bonomi, Germano ; Bonora, Matthias ; Book, Julian ; Borel, Hervé ; Borissov, Alexander ; Borri, Marcello ; Botta, Elena ; Bourjau, Christian ; Braun-Munzinger, Peter ; Bregant, Marco ; Broker, Theo Alexander ; Browning, Tyler Allen ; Broz, Michal ; Brücken, Erik Jens ; Bruna, Elena ; Bruno, Giuseppe Eugenio ; Budnikov, Dmitry ; Büsching, Henner ; Bufalino, Stefania ; Bühler, Paul ; Iga Buitron, Sergio Arturo ; Bunčić, Predrag ; Busch, Oliver ; Buthelezi, Edith Zinhle ; Butt, Jamila Bashir ; Buxton, Jesse Thomas ; Cabala, Jan ; Caffarri, Davide ; Caines, Helen Louise ; Caliva, Alberto ; Calvo Villar, Ernesto ; Camerini, Paolo ; Capon, Aaron Allan ; Carena, Francesco ; Carena, Wisla ; Carnesecchi, Francesca ; Castillo Castellanos, Javier Ernesto ; Castro, Andrew John ; Casula, Ester Anna Rita ; Ceballos Sanchez, Cesar ; Cerello, Piergiorgio ; Chang, Beom-Su ; Chapeland, Sylvain ; Chartier, Marielle ; Charvet, Jean-Luc Fernand ; Chattopadhyay, Subhasis ; Chattopadhyay, Sukalyan ; Chauvin, Alex Henri Jean ; Cherney, Michael Gerard ; Cheshkov, Cvetan Valeriev ; Cheynis, Brigitte ; Chibante Barroso, Vasco Miguel ; Chinellato, David Dobrigkeit ; Cho, Soyeon ; Chochula, Peter ; Choi, Kyungeon ; Chojnacki, Marek ; Choudhury, Subikash ; Christakoglou, Panagiotis ; Christensen, Christian Holm ; Christiansen, Peter L. ; Chujo, Tatsuya ; Chung, Suh-Urk ; Cicalò, Corrado ; Cifarelli, Luisa ; Cindolo, Federico ; Cleymans, Jean Willy Andre ; Colamaria, Fabio Filippo ; Colella, Domenico ; Collu, Alberto ; Colocci, Manuel ; Concas, Matteo ; Conesa Balbastre, Gustavo ; Conesa del Valle, Zaida ; Connors, Megan Elizabeth ; Contreras Nuno, Jesus Guillermo ; Cormier, Thomas Michael ; Corrales Morales, Yasser ; Cortés Maldonado, Ismael ; Cortese, Pietro ; Cosentino, Mauro Rogerio ; Costa, Filippo ; Costanza, Susanna ; Crkovská, Jana ; Crochet, Philippe ; Cuautle Flores, Eleazar ; Cunqueiro Mendez, Leticia ; Dahms, Torsten ; Dainese, Andrea ; Danisch, Meike Charlotte ; Danu, Andrea ; Das, Debasish ; Das, Indranil ; Das, Supriya ; Dash, Ajay Kumar ; Dash, Sadhana ; De, Sudipan ; De Caro, Annalisa ; De Cataldo, Giacinto ; Conti, Camila de ; Cuveland, Jan de ; De Falco, Alessandro ; De Gruttola, Daniele ; De Marco, Nora ; De Pasquale, Salvatore ; Souza, Rafael Derradi de ; Degenhardt, Hermann Franz ; Deisting, Alexander ; Deloff, Andrzej ; Deplano, Caterina ; Dhankher, Preeti ; Di Bari, Domenico ; Di Mauro, Antonio ; Di Nezza, Pasquale ; Di Ruzza, Benedetto ; Diaz Corchero, Miguel Angel ; Dietel, Thomas ; Dillenseger, Pascal ; Divià, Roberto ; Djuvsland, Øystein ; Dobrin, Alexandru Florin ; Domenicis Gimenez, Diogenes ; Dönigus, Benjamin ; Dordic, Olja ; Drozhzhova, Tatiana ; Dubey, Anand Kumar ; Dubla, Andrea ; Ducroux, Laurent ; Duggal, Ashpreet Kaur ; Dupieux, Pascal ; Ehlers, Raymond James ; Elia, Domenico ; Endress, Eric ; Engel, Heiko ; Epple, Eliane ; Erazmus, Barbara Ewa ; Erhardt, Filip ; Espagnon, Bruno ; Esumi, ShinIchi ; Eulisse, Giulio ; Eum, Jongsik ; Evans, David ; Evdokimov, Sergey ; Fabbietti, Laura ; Faivre, Julien ; Fantoni, Alessandra ; Fasel, Markus ; Feldkamp, Linus ; Feliciello, Alessandro ; Feofilov, Grigori A. ; Ferencei, Jozef ; Fernández Téllez, Arturo ; Gonzalez Ferreiro, Elena ; Ferretti, Alessandro ; Festanti, Andrea ; Feuillard, Victor Jose Gaston ; Figiel, Jan ; Figueredo, Marcel Araujo Silva ; Filchagin, Sergey ; Finogeev, Dmitry ; Fionda, Fiorella Maria Celeste ; Fiore, Enrichetta Maria ; Floris, Michele ; Foertsch, Siegfried Valentin ; Foka, Panagiota ; Fokin, Sergey ; Fragiacomo, Enrico ; Francescon, Andrea ; Francisco, Audrey ; Frankenfeld, Ulrich ; Fronzé, Gabriele Gaetano ; Fuchs, Ulrich ; Furget, Christophe ; Furs, Artur ; Fusco Girard, Mario ; Gaardhøje, Jens Jørgen ; Gagliardi, Martino ; Gago Medina, Alberto Martín ; Gajdosova, Katarina ; Gallio, Mauro ; Duarte Galvan, Carlos ; Ganoti, Paraskevi ; Gao, Chaosong ; Garabatos, Chilo ; Garcia-Solis, Edmundo Javier ; Garg, Kunal ; Garg, Prakhar ; Gargiulo, Corrado ; Gasik, Piotr ; Gauger, Erin Frances ; Ducati, Maria Beatriz de Leone Gay ; Germain, Marie ; Ghosh, Premomoy ; Ghosh, Sanjay Kumar ; Gianotti, Paola ; Giubellino, Paolo ; Giubilato, Piero ; Gładysz-Dziaduś, Ewa ; Glässel, Peter ; Gómez Coral, Diego Mauricio ; Gómez Ramírez, Andrés ; Sanchez Gonzalez, Andres ; Gonzalez, Victor ; González Zamora, Pedro ; Gorbunov, Sergey ; Görlich, Lidia Maria ; Gotovac, Sven ; Grabski, Varlen ; Graczykowski, Łukasz Kamil ; Graham, Katie Leanne ; Greiner, Leo Clifford ; Grelli, Alessandro ; Grigoraș, Costin ; Grigoriev, Vladislav A. ; Grigoryan, Ara ; Grigoryan, Smbat ; Grion, Nevio ; Gronefeld, Julius Maximilian ; Grosa, Fabrizio ; Große-Oetringhaus, Jan Fiete ; Grosso, Raffaele ; Gruber, Lukas ; Grull, F.R. ; Guber, Fedor ; Guernane, Rachid ; Guerzoni, Barbara ; Gulbrandsen, Kristjan Herlache ; Gunji, Taku ; Gupta, Anik ; Gupta, Ramni ; Bautista Guzman, Irais ; Haake, Rüdiger ; Hadjidakis, Cynthia Marie ; Hamagaki, Hideki ; Hamar, Gergö ; Hamon, Julien Charles ; Harris, John W. ; Harton, Austin Vincent ; Hatzifotiadou, Despina ; Hayashi, Shinichi ; Heckel, Stefan Thomas ; Hellbär, Ernst ; Helstrup, Håvard ; Herghelegiu, Andrei Ionut ; Herrera Corral, Gerardo Antonio ; Herrmann, Florian ; Hess, Benjamin Andreas ; Hetland, Kristin Fanebust ; Hillemanns, Hartmut ; Hippolyte, Boris ; Hladkỳ, Jan ; Hohlweger, Bernhard ; Horak, David ; Hornung, Sebastian ; Hosokawa, Ritsuya ; Hristov, Peter ; Hughes, Charles ; Humanic, Thomas J. ; Hussain, Nur ; Hussain, Tahir ; Hutter, Dirk ; Hwang, Dae Sung ; Ilkaev, Radiy ; Inaba, Motoi ; Ippolitov, Mikhail ; Irfan, M. ; Isakov, Vladimir ; Ivanov, Marian ; Ivanov, Vladimir ; Izucheev, Vladimir ; Jacak, Barbara ; Jacazio, Nicolò ; Jacobs, Peter Martin ; Jadhav, Manoj Bhanudas ; Jadlovska, Slavka ; Jadlovsky, Jan ; Jaelani, Syaefudin ; Jahnke, Cristiane ; Jakubowska, Monika Joanna ; Janik, Malgorzata Anna ; Jayarathna, Pahula Hewage Sandun Yasassri ; Jena, Chitrasen ; Jena, Satyajit ; Jercic, Marko ; Jiménez Bustamante, Raúl Tonatiuh ; Jones, Peter Graham ; Jusko, Anton ; Kalinak, Peter ; Kalweit, Alexander Philipp ; Kang, Ju Hwan ; Kaplin, Vladimir ; Kar, Somnath ; Karasu Uysal, Ayben ; Karavichev, Oleg V. ; Karavicheva, Tatiana L. ; Karayan, Lilit ; Karpechev, Evgeny ; Kebschull, Udo ; Keidel, Ralf ; Keijdener, Darius Laurens D. ; Keil, Markus ; Ketzer, Bernhard ; Khan, P. ; Khan, Shuaib Ahmad ; Khanzadeev, Alexei ; Kharlov, Yury ; Khatun, Anisa ; Khuntia, Arvind ; Kielbowicz, Mirosław Marek ; Kileng, Bjarte ; Kim, Daehyeok ; Kim, D.W. ; Kim, Dong Jo ; Kim, Hyeonjoong ; Kim, Jin Sook ; Kim, J. ; Kim, M. ; Kim, M. ; Kim, Se Yong ; Kim, T. ; Kirsch, Stefan ; Kisel, Ivan ; Kiselev, Sergej N. ; Kisiel, Adam Ryszard ; Kiss, Gabor ; Klay, Jennifer Lynn ; Klein, Carsten ; Klein, Jochen ; Klein-Bösing, Christian ; Klewin, Sebastian ; Kluge, Alexander ; Knichel, Michael Linus ; Knospe, Anders Garritt ; Kobdaj, Chinorat ; Kofarago, Monika ; Kollegger, Thorsten ; Kolojvari, Anatoly ; Kondratiev, Valery P. ; Kondratyeva, Natalia V. ; Kondratyuk, Evgeny ; Konevskikh, Artem ; Kopcik, Michal ; Kour, Mandeep ; Kouzinopoulos, Charalampos ; Kovalenko, Oleksandr ; Kovalenko, Vladimir ; Kowalski, Marek ; Koyithatta Meethaleveedu, Greeshma ; Králik, Ivan ; Kravčáková, Adela ; Krivda, Marian ; Krizek, Filip ; Kryshen, Evgeny ; Krzewicki, Mikolaj ; Kubera, Andrew Michael ; Kučera, Vít ; Kuhn, Christian Claude ; Kuijer, Paulus Gerardus ; Kumar, Ajay ; Kumar, Jitendra ; Kumar, Lokesh ; Kumar, Shyam ; Kundu, Sourav ; Kurashvili, Podist ; Kurepin, Alexander ; Kurepin, Alexey B. ; Kuryakin, Alexey ; Kushpil, Svetlana ; Kweon, Min Jung ; Kwon, Youngil ; La Pointe, Sarah Louise ; La Rocca, Paola ; Lagana Fernandes, Caio ; Lakomov, Igor ; Langoy, Rune ; Lapidus, Kirill ; Lara Martinez, Camilo Ernesto ; Lardeux, Antoine Xavier ; Lattuca, Alessandra ; Laudi, Elisa ; Lavicka, Roman ; Lazaridis, Lazaros ; Lea, Ramona ; Leardini, Lucia ; Lee, Seongjoo ; Lehas, Fatiha ; Lehner, Sebastian ; Lehrbach, Johannes ; Lemmon, Roy Crawford ; Lenti, Vito ; Leogrande, Emilia ; León Monzón, Ildefonso ; Lévai, Péter ; Li, S. ; Li, Xiaomei ; Lien, Jørgen André ; Lietava, Roman ; Lindal, Svein ; Lindenstruth, Volker ; Lippmann, Christian ; Lisa, Michael A. ; Litichevskyi, Vladyslav ; Ljunggren, Hans Martin ; Llope, William Joseph ; Lodato, Davide Francesco ; Lønne, Per-Ivar ; Loginov, Vitaly ; Loizides, Constantinos ; Lončar, Petra ; Lopez, Xavier Bernard ; López Torres, Ernesto ; Lowe, Andrew John ; Lüttig, Philipp ; Lunardon, Marcello ; Luparello, Grazia ; Lupi, Matteo ; Lutz, Tyler Harrison ; Maevskaya, Alla ; Mager, Magnus ; Mahajan, Sanjay ; Mahmood, Sohail Musa ; Maire, Antonin ; Majka, Richard Daniel ; Malaev, Mikhail ; Maldonado Cervantes, Ivonne Alicia ; Malinina, Liudmila ; Mal'Kevich, Dmitry ; Malzacher, Peter ; Mamonov, Alexander ; Manko, Vladislav ; Manso, Franck ; Manzari, Vito ; Mao, Yaxian ; Marchisone, Massimiliano ; Mareš, Jiří ; Margagliotti, Giacomo Vito ; Margotti, Anselmo ; Margutti, Jacopo ; Marín, Ana ; Markert, Christina ; Marquard, Marco ; Martin, Nicole Alice ; Martinengo, Paolo ; Lucio Martinez, Jose Antonio ; Martínez Hernández, Mario Iván ; Martínez Garcia, Ginés ; Martinez Pedreira, Miguel ; Mas, Alexis Jean-Michel ; Masciocchi, Silvia ; Masera, Massimo ; Masoni, Alberto ; Mastroserio, Annalisa ; Mathis, Andreas Michael ; Matyja, Adam Tomasz ; Mayer, Christoph ; Mazer, Joel Anthony ; Mazzilli, Marianna ; Mazzoni, Alessandra Maria ; Meddi, Franco ; Melikyan, Yury ; Menchaca-Rocha, Arturo Alejandro ; Meninno, Elisa ; Mercado Pérez, Jorge ; Meres, Michal ; Mhlanga, Sibaliso ; Miake, Yasuo ; Mieskolainen, Matti Mikael ; Mihaylov, Dimitar ; Mikhaylov, Konstantin ; Milano, Leonardo ; Milošević, Jovan ; Mischke, André ; Mishra, Aditya Nath ; Miśkowiec, Dariusz Czesław ; Mitra, Jubin ; Mitu, Ciprian Mihai ; Mohammadi, Naghmeh ; Mohanty, Bedangadas ; Mohisin Khan, Mohammed ; Montes Prado, Esther ; Godoy, Denise Aparecida Moreira de ; Perez Moreno, Luis Alberto ; Moretto, Sandra ; Morreale, Astrid ; Morsch, Andreas ; Muccifora, Valeria ; Mudnic, Eugen ; Mühlheim, Daniel ; Muhuri, Sanjib ; Mukherjee, Maitreyee ; Mulligan, James Declan ; Munhoz, Marcelo Gameiro ; Münning, Konstantin ; Munzer, Robert Helmut ; Murakami, Hikari ; Murray, Sean ; Musa, Luciano ; Musinsky, Jan ; Myers, Corey James ; Naik, Bharati ; Nair, Rahul Ramachandran ; Nandi, Basanta Kumar ; Nania, Rosario ; Nappi, Eugenio ; Naru, Muhammad Umair ; Luz, Pedro Hugo Ferreira Natal da ; Nattrass, Christine ; Rosado Navarro, Sebastian ; Nayak, Kishora ; Nayak, Ranjit ; Nayak, Tapan Kumar ; Nazarenko, Sergey ; Nedosekin, Alexander ; Oliveira, Renato Aparecido Negrao de ; Nellen, Lukas ; Nesbo, Simon Voigt ; Ng, Fabian ; Nicassio, Maria ; Niculescu, Mihai ; Niedziela, Jeremi ; Nielsen, Borge Svane ; Nikolaev, Sergey ; Nikulin, Sergey ; Nikulin, Vladimir ; Noferini, Francesco ; Nomokonov, Petr V. ; Nooren, Gerardus ; Cabanillas Noris, Juan Carlos ; Norman, Jaime ; Nyanin, Alexander ; Nystrand, Joakim Ingemar ; Oeschler, Helmut ; Oh, S. ; Ohlson, Alice ; Okubo, Tsubasa ; Oláh, László ; Oleniacz, Janusz ; Silva, Antonio Carlos Oliveira da ; Oliver, Michael Henry ; Onderwaater, Jacobus ; Oppedisano, Chiara ; Orava, Risto ; Oravec, Matej ; Ortiz Velasquez, Antonio ; Oskarsson, Anders Nils Erik ; Otwinowski, Jacek Tomasz ; Oyama, Ken ; Pachmayer, Yvonne C. ; Pacik, Vojtěch ; Pagano, Davide ; Pagano, Paola ; Paić, Guy ; Palni, Prabhakar ; Pan, Jinjin ; Pandey, Ashutosh Kumar ; Panebianco, Stefano Matthias ; Papikyan, Vardanush ; Pappalardo, Giuseppe Salvatore ; Pareek, Pooja ; Park, Jonghan ; Park, WooJin ; Parmar, Sonia ; Passfeld, Annika ; Pathak, Surya Prakash ; Paticchio, Vincenzo ; Patra, Rajendra Nath ; Paul, Biswarup ; Pei, Hua ; Peitzmann, Thomas ; Peng, Xinye ; Pereira, Luis Gustavo ; Pereira da Costa, Hugo Denis Antonio ; Peresunko, Dmitry Yurevich ; Pérez Lezama, Edgar ; Peskov, Vladimir ; Pestov, Yury N. ; Petráček, Vojtech ; Petrov, Viacheslav ; Petrovici, Mihai A. ; Petta, Catia ; Pezzi, Rafael Peretti ; Piano, Stefano ; Pikna, Miroslav ; Pillot, Philippe ; Ozelin de Lima Pimentel, Laís ; Pinazza, Ombretta ; Pinsky, Lawrence ; Piyarathna, Danthasinghe B. ; Płoskoń, Mateusz ; Planinic, Mirko ; Pluta, Jan Marian ; Pochybova, Sona ; Podesta Lerma, Pedro Luis Manuel ; Poghosyan, Martin G. ; Polichtchouk, Boris ; Poljak, Nikola ; Poonsawat, Wanchaloem ; Pop, Amalia ; Poppenborg, Hendrik ; Porteboeuf-Houssais, Sarah Julie ; Porter, Jeffrey Brent ; Pospisil, Jan ; Pozdniakov, Valeriy ; Prasad, Sidharth Kumar ; Preghenella, Roberto ; Prino, Francesco ; Pruneau, Claude A. ; Pshenichnov, Igor A. ; Puccio, Maximiliano ; Puddu, Giovanna ; Pujahari, Prabhat Ranjan ; Punin, Valery ; Putschke, Jörn H. ; Qvigstad, Henrik ; Rachevski, Alexandre ; Raha, Sibaji ; Rajput, Sonia ; Rak, Jan ; Rakotozafindrabe, Andry Malala ; Ramello, Luciano ; Rami, Fouad ; Rana, Dhan Bahadur ; Raniwala, Rashmi ; Raniwala, Sudhir ; Räsänen, Sami Sakari ; Rascanu, Bogdan Theodor ; Rathee, Deepika ; Ratza, Viktor ; Ravasenga, Ivan ; Read, Kenneth Francis ; Redlich, Krzysztof ; Rehman, Attiq ur ; Reichelt, Patrick ; Reidt, Felix ; Ren, Xiaowen ; Renfordt, Rainer Arno Ernst ; Reolon, Anna Rita ; Reshetin, Andrey ; Reygers, Klaus ; Riabov, Viktor G. ; Ricci, Renato Angelo ; Richert, Tuva Ora Herenui ; Richter, Matthias Rudolph ; Riedler, Petra ; Riegler, Werner ; Riggi, Francesco ; Ristea, Cătălin-Lucian ; Rodrı́guez Cahuantzi, Mario ; Røed, Ketil ; Rogochaya, Elena ; Rohr, David ; Röhrich, Dieter ; Rokita, Przemyslaw Stefan ; Ronchetti, Federico ; Ronflette, Lucile ; Rosnet, Philippe ; Rossi, Andrea ; Rotondi, Alberto ; Roukoutakis, Filimon ; Roy, Ankhi ; Roy, Christelle Sophie ; Roy, Pradip Kumar ; Rubio Montero, Antonio Juan ; Vazquez Rueda, Omar ; Rui, Rinaldo ; Russo, R. ; Rustamov, Anar ; Ryabinkin, Evgeny ; Ryabov, Yury ; Rybicki, Andrzej ; Saarinen, Sampo ; Sadhu, Samrangy ; Sadovskiy, Sergey ; Šafařík, Karel ; Saha, Sumit Kumar ; SahlmÜller, Baldo ; Sahoo, Baidyanath ; Sahoo, Pragati ; Sahoo, Raghunath ; Sahoo, Sarita ; Sahu, Pradip Kumar ; Saini, Jogender ; Sakai, Shingo ; Saleh, Mohammad Ahmad ; Salzwedel, Jai ; Sambyal, Sanjeev Singh ; Samsonov, Vladimir ; Sandoval, Andres ; Sarkar, Debojit ; Sarkar, Nachiketa ; Sarma, Pranjal ; Sas, Mike Henry Petrus ; Scapparone, Eugenio ; Scarlassara, Fernando ; Scharenberg, Rolf Paul ; Scheid, Horst Sebastian ; Schiaua, Claudiu Cornel ; Schicker, Rainer ; Schmidt, Christian Joachim ; Schmidt, Hans Rudolf ; Schmidt, Marten Ole ; Schmidt, Martin ; Schuchmann, Simone ; Schukraft, Jürgen ; Schutz, Yves Roland ; Schwarz, Kilian ; Schweda, Kai ; Scioli, Gilda ; Scomparin, Enrico ; Scott, Rebecca Michelle ; Šefčík, Michal ; Seger, Janet Elizabeth ; Sekiguchi, Yuko ; Sekihata, Daiki ; Selyuzhenkov, Ilya ; Senosi, Kgotlaesele ; Senyukov, Serhiy ; Serradilla, Eulogio ; Sett, Priyanka ; Sevcenco, Adrian ; Shabanov, Arseniy ; Shabetai, Alexandre ; Shadura, Oksana ; Shahoyan, Ruben ; Shangaraev, Artem ; Sharma, A. ; Sharma, A. ; Sharma, M. ; Sharma, M. ; Sharma, Natasha ; Sheikh, Ashik Ikbal ; Shigaki, Kenta ; Shou, Qiye ; Shtejer, Katherin ; Sibiriak, Yury ; Siddhanta, Sabyasachi ; Sielewicz, Krzysztof Marek ; Siemiarczuk, Teodor ; Silvermyr, David Olle Rickard ; Silvestre, Catherine Micaela ; Simatovic, Goran ; Simonetti, Giuseppe ; Singaraju, Rama Narayana ; Singh, R. ; Singhal, Vikas ; Sinha, Tinku ; Sitar, Branislav ; Sitta, Mario ; Skaali, Toralf Bernhard ; Slupecki, Maciej ; Smirnov, Nikolai ; Snellings, Raimond ; Snellman, Tomas Wilhelm ; Song, Jihye ; Song, M. ; Soramel, Francesca ; Sorensen, Soren Pontoppidan ; Sozzi, Federica ; Spiriti, Eleuterio ; Sputowska, Iwona Anna ; Srivastava, Brijesh Kumar ; Stachel, Johanna ; Stan, Ionel ; Stankus, Paul William ; Stenlund, Evert Anders ; Stiller, Johannes Hendrik ; Stocco, Diego ; Strmen, Peter ; Suaide, Alexandre Alarcon do Passo ; Sugitate, Toru ; Suire, Christophe Pierre ; Suleymanov, Mais Kazim Oglu ; Šuljić, Miljenko ; Sultanov, Rishat ; Šumbera, Michal ; Sumowidagdo, Suharyo ; Suzuki, Ken ; Swain, Sagarika ; Szabo, Alexander ; Szarka, Imrich ; Szczepankiewicz, Adam ; Szymanski, Maciej Pawel ; Tabassam, Uzma ; Takahashi, Jun ; Tambave, Ganesh Jagannath ; Tanaka, Naoto ; Tarhini, Mohamad ; Tariq, Mohammad ; Tarzila, Madalina-Gabriela ; Tauro, Arturo ; Tejeda Muñoz, Guillermo ; Telesca, Adriana ; Terasaki, Kohei ; Terrevoli, Cristina ; Teyssier, Boris ; Thakur, Dhananjaya ; Thakur, Sanchari ; Thomas, Deepa ; Tieulent, Raphael Noel ; Tikhonov, Anatoly ; Timmins, Anthony Robert ; Toia, Alberica ; Tripathy, Sushanta ; Trogolo, Stefano ; Trombetta, Giuseppe ; Trubnikov, Victor ; Trzaska, Wladyslaw Henryk ; Trzeciak, Barbara Antonina ; Tsuji, Tomoya ; Tumkin, Alexandr ; Turrisi, Rosario ; Tveter, Trine Spedstad ; Ullaland, Kjetil ; Umaka, Ejiro Naomi ; Uras, Antonio ; Usai, Gianluca ; Utrobicic, Antonija ; Vala, Martin ; Maarel, Jasper van der ; Hoorne, Jacobus Willem van ; Leeuwen, Marco van ; Vanat, Tomas ; Vyvre, Pierre vande ; Varga, Dezsö ; Vargas Treviño, Maria Aurora Diozcora ; Vargyas, Márton ; Varma, Raghava ; Vasileiou, Maria ; Vasiliev, Andrey ; Vauthier, Astrid ; Vázquez Doce, Oton ; Vechernin, Vladimir ; Veen, Annelies Marianne ; Velure, Arild ; Vercellin, Ermanno ; Vergara Limón, Sergio ; Vernet, Renaud ; Vértesi, Róbert ; Verweij, Marta ; Vicković, Linda ; Vigolo, Sonia ; Viinikainen, Jussi Samuli ; Vilakazi, Zabulon ; Villalobos Baillie, Orlando ; Villatoro Tello, Abraham ; Vinogradov, Alexander A. ; Vinogradov, Leonid ; Virgili, Tiziano ; Vislavicius, Vytautas ; Vodopyanov, Alexander ; Völkl, Martin Andreas ; Voloshin, Kirill ; Voloshin, Sergei ; Volpe, Giacomo ; Haller, Barthélémy von ; Vorobyev, Ivan ; Voscek, Dominik ; Vranić, Danilo ; Vrláková, Janka ; Wagner, Boris ; Wagner, Jan ; Wang, H. ; Wang, M. ; Watanabe, Daisuke ; Watanabe, Yosuke ; Weber, Michael ; Weber, Steffen Georg ; Weiser, Dennis ; Wessels, Johannes P. ; Westerhoff, Uwe ; Whitehead, Andile Mothegi ; Wiechula, Jens ; Wikne, Jon ; Wilk, Grzegorz Andrzej ; Wilkinson, Jeremy ; Willems, Guido Alexander ; Williams, M. Crispin S. ; Windelband, Bernd ; Witt, William Edward ; Yalcin, Serpil ; Yang, Ping ; Yano, Satoshi ; Yin, Zhongbao ; Yokoyama, Hiroki ; Yoo, In-Kwon ; Yoon, Jin-Hee ; Yurchenko, Volodymyr ; Zaccolo, Valentina ; Zaman, Ali ; Zampolli, Chiara ; Correia Zanoli, Henrique Jose ; Zardoshti, Nima ; Zarochentsev, Andrey ; Závada, Petr ; Zaviyalov, Nikolaj ; Zbroszczyk, Hanna Paulina ; Zhalov, Mikhail ; Zhang, Haitao ; Zhang, Xiaoming ; Zhang, Y. ; Zhang, C. ; Zhang, Zuman ; Zhao, Chengxin ; Zhigareva, Natalia ; Zhou, Daicui ; Zhou, You ; Zhou, Zhuo ; Zhu, Hongsheng ; Zhu, Jianhui ; Zhu, X. ; Zichichi, Antonino ; Zimmermann, Alice ; Zimmermann, Markus ; Zimmermann, S. ; Zinovjev, Gennady M. ; Zmeskal, Johann
This letter presents the first measurement of jet mass in Pb–Pb and p–Pb collisions at sNN=2.76 TeV and sNN=5.02 TeV, respectively. Both the jet energy and the jet mass are expected to be sensitive to jet quenching in the hot Quantum Chromodynamics (QCD) matter created in nuclear collisions at collider energies. Jets are reconstructed from charged particles using the anti-kT jet algorithm and resolution parameter R=0.4. The jets are measured in the pseudorapidity range |ηjet|<0.5 and in three intervals of transverse momentum between 60 GeV/c and 120 GeV/c. The measurement of the jet mass in central Pb–Pb collisions is compared to the jet mass as measured in p–Pb reference collisions, to vacuum event generators, and to models including jet quenching. It is observed that the jet mass in central Pb–Pb collisions is consistent within uncertainties with p–Pb reference measurements. Furthermore, the measured jet mass in Pb–Pb collisions is not reproduced by the quenching models considered in this letter and is found to be consistent with PYTHIA expectations within systematic uncertainties.
Koch, Vitali ; Große Hokamp, Nils ; Albrecht, Moritz Hans Ernst ; Grünewald, Leon David ; Yel, Ibrahim ; Borggrefe, Jan ; Wesarg, Stefan ; Eichler, Katrin ; Burck, Iris ; Gruber-Rouh, Tatjana ; Lenga, Lukas Fabian ; Vogl, Thomas J. ; Martin, Simon ; Wichmann, Julian ; Hammerstingl, Renate Maria ; Alizadeh, Leona Soraja ; Mader, Christoph ; Huizinga, Nicole A. ; D’Angelo, Tommaso ; Ascenti, Giorgio ; Mazziotti, Silvio ; Booz, Christian
Background: Dual-source dual-energy computed tomography (DECT) offers the potential for opportunistic osteoporosis screening by enabling phantomless bone mineral density (BMD) quantification. This study sought to assess the accuracy and precision of volumetric BMD measurement using dual-source DECT in comparison to quantitative CT (QCT). Methods: A validated spine phantom consisting of three lumbar vertebra equivalents with 50 (L1), 100 (L2), and 200 mg/cm3 (L3) calcium hydroxyapatite (HA) concentrations was scanned employing third-generation dual-source DECT and QCT. While BMD assessment based on QCT required an additional standardised bone density calibration phantom, the DECT technique operated by using a dedicated postprocessing software based on material decomposition without requiring calibration phantoms. Accuracy and precision of both modalities were compared by calculating measurement errors. In addition, correlation and agreement analyses were performed using Pearson correlation, linear regression, and Bland-Altman plots. Results: DECT-derived BMD values differed significantly from those obtained by QCT (p < 0.001) and were found to be closer to true HA concentrations. Relative measurement errors were significantly smaller for DECT in comparison to QCT (L1, 0.94% versus 9.68%; L2, 0.28% versus 5.74%; L3, 0.24% versus 3.67%, respectively). DECT demonstrated better BMD measurement repeatability compared to QCT (coefficient of variance < 4.29% for DECT, < 6.74% for QCT). Both methods correlated well to each other (r = 0.9993; 95% confidence interval 0.9984–0.9997; p < 0.001) and revealed substantial agreement in Bland-Altman plots. Conclusions: Phantomless dual-source DECT-based BMD assessment of lumbar vertebra equivalents using material decomposition showed higher diagnostic accuracy compared to QCT.
Koch, Vitali ; Yel, Ibrahim ; Grünewald, Leon David ; Beckers, Sebastian ; Burck, Iris ; Lenga, Lukas Fabian ; Martin, Simon S. ; Mader, Christoph ; Wichmann, Julian ; Albrecht, Moritz Hans Ernst ; Eichler, Katrin ; Gruber-Rouh, Tatjana ; D’Angelo, Tommaso ; Mazziotti, Silvio ; Ascenti, Giorgio ; Vogl, Thomas J. ; Booz, Christian
Objectives: To determine the diagnostic accuracy of dual-energy CT (DECT) virtual noncalcium (VNCa) reconstructions for assessing thoracic disk herniation compared to standard grayscale CT. Methods: In this retrospective study, 87 patients (1131 intervertebral disks; mean age, 66 years; 47 women) who underwent third-generation dual-source DECT and 3.0-T MRI within 3 weeks between November 2016 and April 2020 were included. Five blinded radiologists analyzed standard DECT and color-coded VNCa images after a time interval of 8 weeks for the presence and degree of thoracic disk herniation and spinal nerve root impingement. Consensus reading of independently evaluated MRI series served as the reference standard, assessed by two separate experienced readers. Additionally, image ratings were carried out by using 5-point Likert scales. Results: MRI revealed a total of 133 herniated thoracic disks. Color-coded VNCa images yielded higher overall sensitivity (624/665 [94%; 95% CI, 0.89–0.96] vs 485/665 [73%; 95% CI, 0.67–0.80]), specificity (4775/4990 [96%; 95% CI, 0.90–0.98] vs 4066/4990 [82%; 95% CI, 0.79–0.84]), and accuracy (5399/5655 [96%; 95% CI, 0.93–0.98] vs 4551/5655 [81%; 95% CI, 0.74–0.86]) for the assessment of thoracic disk herniation compared to standard CT (all p < .001). Interrater agreement was excellent for VNCa and fair for standard CT (ϰ = 0.82 vs 0.37; p < .001). In addition, VNCa imaging achieved higher scores regarding diagnostic confidence, image quality, and noise compared to standard CT (all p < .001). Conclusions: Color-coded VNCa imaging yielded substantially higher diagnostic accuracy and confidence for assessing thoracic disk herniation compared to standard CT.
Winter, Nils R. ; Blanke, Julian ; Leenings, Ramona ; Ernsting, Jan ; Fisch, Lukas ; Sarink, Kelvin ; Barkhau, Carlotta ; Thiel, Katharina ; Flinkenflügel, Kira ; Winter, Alexandra ; Goltermann, Janik ; Meinert, Susanne ; Dohm, Katharina ; Repple, Jonathan ; Gruber, Marius ; Leehr, Elisabeth Johanna ; Opel, Nils ; Grotegerd, Dominik ; Redlich, Ronny ; Nitsch, Robert ; Bauer, Jochen ; Heindel, Walter ; Groß, Joachim ; Andlauer, Till ; Forstner, Andreas Josef ; Nöthen, Markus Maria ; Rietschel, Marcella ; Hofmann, Stefan G. ; Pfarr, Julia-Katharina ; Teutenberg, Lea ; Usemann, Paula ; Thomas-Odenthal, Florian ; Wroblewski, Adrian ; Brosch, Katharina ; Stein, Frederike ; Jansen, Andreas ; Jamalabadi, Hamidreza ; Alexander, Nina ; Straube, Benjamin ; Nenadić, Igor ; Kircher, Tilo ; Dannlowski, Udo ; Hahn, Tim
Background: Biological psychiatry aims to understand mental disorders in terms of altered neurobiological pathways. However, for one of the most prevalent and disabling mental disorders, Major Depressive Disorder (MDD), patients only marginally differ from healthy individuals on the group-level. Whether Precision Psychiatry can solve this discrepancy and provide specific, reliable biomarkers remains unclear as current Machine Learning (ML) studies suffer from shortcomings pertaining to methods and data, which lead to substantial over-as well as underestimation of true model accuracy.
Methods: Addressing these issues, we quantify classification accuracy on a single-subject level in N=1,801 patients with MDD and healthy controls employing an extensive multivariate approach across a comprehensive range of neuroimaging modalities in a well-curated cohort, including structural and functional Magnetic Resonance Imaging, Diffusion Tensor Imaging as well as a polygenic risk score for depression.
Findings Training and testing a total of 2.4 million ML models, we find accuracies for diagnostic classification between 48.1% and 62.0%. Multimodal data integration of all neuroimaging modalities does not improve model performance. Similarly, training ML models on individuals stratified based on age, sex, or remission status does not lead to better classification. Even under simulated conditions of perfect reliability, performance does not substantially improve. Importantly, model error analysis identifies symptom severity as one potential target for MDD subgroup identification.
Interpretation: Although multivariate neuroimaging markers increase predictive power compared to univariate analyses, single-subject classification – even under conditions of extensive, best-practice Machine Learning optimization in a large, harmonized sample of patients diagnosed using state-of-the-art clinical assessments – does not reach clinically relevant performance. Based on this evidence, we sketch a course of action for Precision Psychiatry and future MDD biomarker research.
Grünewald, Leon David ; Koch, Vitali ; Martin, Simon ; Yel, Ibrahim ; Eichler, Katrin ; Gruber-Rouh, Tatjana ; Lenga, Lukas Fabian ; Wichmann, Julian ; Alizadeh, Leona Soraja ; Albrecht, Moritz Hans Ernst ; Mader, Christoph ; Huizinga, Nicole A. ; D’Angelo, Tommaso ; Mazziotti, Silvio ; Wesarg, Stefan ; Vogl, Thomas J. ; Booz, Christian
Objectives: To evaluate the predictive value of volumetric bone mineral density (BMD) assessment of the lumbar spine derived from phantomless dual-energy CT (DECT)-based volumetric material decomposition as an indicator for the 2-year occurrence risk of osteoporosis-associated fractures. Methods: L1 of 92 patients (46 men, 46 women; mean age, 64 years, range, 19–103 years) who had undergone third-generation dual-source DECT between 01/2016 and 12/2018 was retrospectively analyzed. For phantomless BMD assessment, dedicated DECT postprocessing software using material decomposition was applied. Digital files of all patients were sighted for 2 years following DECT to obtain the incidence of osteoporotic fractures. Receiver operating characteristic (ROC) analysis was used to calculate cut-off values and logistic regression models were used to determine associations of BMD, sex, and age with the occurrence of osteoporotic fractures. Results: A DECT-derived BMD cut-off of 93.70 mg/cm3 yielded 85.45% sensitivity and 89.19% specificity for the prediction to sustain one or more osteoporosis-associated fractures within 2 years after BMD measurement. DECT-derived BMD was significantly associated with the occurrence of new fractures (odds ratio of 0.8710, 95% CI, 0.091–0.9375, p < .001), indicating a protective effect of increased DECT-derived BMD values. Overall AUC was 0.9373 (CI, 0.867–0.977, p < .001) for the differentiation of patients who sustained osteoporosis-associated fractures within 2 years of BMD assessment. Conclusions: Retrospective DECT-based volumetric BMD assessment can accurately predict the 2-year risk to sustain an osteoporosis-associated fracture in at-risk patients without requiring a calibration phantom. Lower DECT-based BMD values are strongly associated with an increased risk to sustain fragility fractures.
Key Points: Dual-energy CT–derived assessment of bone mineral density can identify patients at risk to sustain osteoporosis-associated fractures with a sensitivity of 85.45% and a specificity of 89.19%. The DECT-derived BMD threshold for identification of at-risk patients lies above the American College of Radiology (ACR) QCT guidelines for the identification of osteoporosis (93.70 mg/cm 3 vs 80 mg/cm 3 ).
Koch, Vitali ; Albrecht, Moritz Hans Ernst ; Grünewald, Leon David ; Yel, Ibrahim ; Eichler, Katrin ; Gruber-Rouh, Tatjana ; Hammerstingl, Renate Maria ; Burck, Iris ; Wichmann, Julian ; Alizadeh, Leona Soraja ; Vogl, Thomas J. ; Lenga, Lukas ; Mader, Christoph ; Martin, Simon ; Mazziotti, Silvio ; D’Angelo, Tommaso ; Booz, Christian
Objectives: To investigate the diagnostic accuracy of color-coded contrast-enhanced dual-energy CT virtual noncalcium (VNCa) reconstructions for the assessment of lumbar disk herniation compared to unenhanced VNCa imaging.
Methods: A total of 91 patients were retrospectively evaluated (65 years ± 16; 43 women) who had undergone third-generation dual-source dual-energy CT and 3.0-T MRI within an examination interval up to 3 weeks between November 2019 and December 2020. Eight weeks after assessing unenhanced color-coded VNCa reconstructions for the presence and degree of lumbar disk herniation, corresponding contrast-enhanced portal venous phase color-coded VNCa reconstructions were independently analyzed by the same five radiologists. MRI series were additionally analyzed by one highly experienced musculoskeletal radiologist and served as reference standard.
Results: MRI depicted 210 herniated lumbar disks in 91 patients. VNCa reconstructions derived from contrast-enhanced CT scans showed similar high overall sensitivity (93% vs 95%), specificity (94% vs 95%), and accuracy (94% vs 95%) for the assessment of lumbar disk herniation compared to unenhanced VNCa images (all p > .05). Interrater agreement in VNCa imaging was excellent for both, unenhanced and contrast-enhanced CT (κ = 0.84 vs κ = 0.86; p > .05). Moreover, ratings for diagnostic confidence, image quality, and noise differed not significantly between unenhanced and contrast-enhanced VNCa series (all p > .05).
Conclusions: Color-coded VNCa reconstructions derived from contrast-enhanced dual-energy CT yield similar diagnostic accuracy for the depiction of lumbar disk herniation compared to unenhanced VNCa imaging and therefore may improve opportunistic retrospective lumbar disk herniation assessment, particularly in case of staging CT examinations.
Key Points
• Color-coded dual-source dual-energy CT virtual noncalcium (VNCa) reconstructions derived from portal venous phase yield similar high diagnostic accuracy for the assessment of lumbar disk herniation compared to unenhanced VNCa CT series (94% vs 95%) with MRI serving as a standard of reference.
• Diagnostic confidence, image quality, and noise levels differ not significantly between unenhanced and contrast-enhanced portal venous phase VNCa dual-energy CT series.
• Dual-source dual-energy CT might have the potential to improve opportunistic retrospective lumbar disk herniation assessment in CT examinations performed for other indications through reconstruction of VNCa images.