Refine
Author
- Adams, John (1)
- Adler, Clemens (1)
- Ahammed, Zubayer (1)
- Allgower, Chris (1)
- Amonett, John (1)
- Anderson, Bryon D. (1)
- Anderson, Mike (1)
- Arkhipkin, Dmitry A. (1)
- Averichev, Georgy S. (1)
- Balewski, Jan (1)
- Barannikova, Olga (1)
- Barnby, Lee Stuart (1)
- Baudot, Jérome (1)
- Bekele, Selemon (1)
- Belaga, Victoria Vladimirovna (1)
- Bellwied, Rene (1)
- Berger, Jens (1)
- Bichsel, Hans (1)
- Billmeier, Anja (1)
- Bland, Leslie C. (1)
- Blyth, Charles O. (1)
- Bonner, Billy E. (1)
- Botje, Michiel (1)
- Boucham, Abdelkrim (1)
- Brandin, Andrei V. (1)
- Bravar, Alessandro (1)
- Cadman, R. V. (1)
- Cai, Xiang-Zhou (1)
- Caines, Helen Louise (1)
- Calderón de la Barca Sánchez, Manuel (1)
- Cardenas, Alex (1)
- Carroll, J. (1)
- Castillo Castellanos, Javier Ernesto (1)
- Castro, M. (1)
- Cebra, Daniel A. (1)
- Chaloupka, Petr (1)
- Chattopadhyay, S. (1)
- Chen, Yu (1)
- Chernenko, S. P. (1)
- Cherney, Michael Gerard (1)
- Chikanian, Alexei (1)
- Choi, Bum (1)
- Christie, William (1)
- Coffin, Jean Pierre (1)
- Cormier, Thomas Michael (1)
- Corral, M. Mora (1)
- Cramer, John G. (1)
- Crawford, Henry J. (1)
- Derevschikov, Anatoly A. (1)
- Didenko, Lidia (1)
- Dietel, Thomas (1)
- Draper, James E. (1)
- Dunin, V. B. (1)
- Dunlop, James C. (1)
- Eckardt, Volker (1)
- Efimov, Leonid G. (1)
- Emelianov, V. (1)
- Engelage, Jon M. (1)
- Eppley, Geary Wareham (1)
- Erazmus, Barbara Ewa (1)
- Fachini, Patricia (1)
- Faine, V. (1)
- Faivre, Julien (1)
- Fatemi, Renee H. (1)
- Filimonov, Kirill (1)
- Finch, Evan (1)
- Fisyak, Yuri V. (1)
- Flierl, Dominik Bernhard (1)
- Foley, K. J. (1)
- Forghani, Behzad (1)
- Forghani, Reza (1)
- Fu, Jinghua (1)
- Gagliardi, Carl A. (1)
- Gagunashvili, N. (1)
- Gans, Jon (1)
- Gaudichet, Ludovic (1)
- Germain, Marie (1)
- Geurts, Frank (1)
- Ghazikhanian, Vahe (1)
- Grachov, Oleg A. (1)
- Guedon, M. (1)
- Guertin, Steven M. (1)
- Gushin, E. (1)
- Gutierrez, Thomas Dominic (1)
- Hallman, Timothy J. (1)
- Hardtke, David H. (1)
- Harris, John W. (1)
- Heinz, Mark (1)
- Henry, Thomas W. (1)
- Heppelmann, Steven Francis (1)
- Herston, Timothy (1)
- Hippolyte, Boris (1)
- Hirsch, Andrew S. (1)
- Hjort, Eric (1)
- Hoffmann, Gerald W. (1)
- Horsley, Matthew (1)
- Huang, Huan Zhong (1)
- Humanic, Thomas J. (1)
- Igo, George J. (1)
- Ishihara, Aya (1)
- Jacobs, Peter Martin (1)
- Jacobs, William W. (1)
- Janik, Michał (1)
- Johnson, Ian (1)
- Jones, Peter Graham (1)
- Judd, Eleanor G. (1)
- Kabana, Sonia (1)
- Kaneta, Kaneta (1)
- Kaplan, Morton (1)
- Keane, Declan (1)
- Kiryluk, Joanna (1)
- Kisiel, Adam Ryszard (1)
- Klay, Jennifer Lynn (1)
- Klein, Spencer Robert (1)
- Klyachko, A. (1)
- Kollegger, Thorsten (1)
- Konstantinov, A. S. (1)
- Kopytine, M. (1)
- Kotchenda, L. (1)
- Kovalenko, A. D. (1)
- Kramer, M. (1)
- Kravtsov, Peter (1)
- Krueger, Keith William (1)
- Kuhn, Christian Claude (1)
- Kulikov, Anatoly I. (1)
- Kunde, Gerd J. (1)
- Kunz, Christopher Lee (1)
- Kutuev, R. Kh. (1)
- Kuznetsov, A. A. (1)
- Lamont, Matthew A. C. (1)
- Landgraf, Jeffery M. (1)
- Lange, S. (1)
- Lansdell, Curtis Patrick Leon (1)
- Lasiuk, Brian (1)
- Laue, Frank (1)
- Lauret, Jerome (1)
- LeVine, Micheal J. (1)
- Lebedev, Alexei (1)
- Lednický, Richard (1)
- Leontiev, V. M. (1)
- Li, Q. (1)
- Lindenbaum, Sam J. (1)
- Lisa, Michael A. (1)
- Liu, Feng (1)
- Liu, L. (1)
- Liu, Q. J. (1)
- Liu, Zhixu (1)
- Ljubicic, Tonko A. (1)
- Llope, William Joseph (1)
- Long, Hui (1)
- Longacre, Ronald S. (1)
- Lopez-Noriega, Mercedes (1)
- Love, William A. (1)
- Ludlam, Thomas (1)
- Lynn, David (1)
- Ma, Jingguo (1)
- Ma, Yu-Gang (1)
- Magestro, Daniel (1)
- Majka, Richard Daniel (1)
- Margetis, Spyridon (1)
- Markert, Christina (1)
- Martin, L. (1)
- Marx, Jay N. (1)
- Matis, Howard S. (1)
- Matulenko, Yuri A. (1)
- McShane, Tom S. (1)
- Meissner, F. (1)
- Melki, Gabriel (1)
- Melnick, Yu. (1)
- Messer, Matthias (1)
- Meščanin, Aleksei P. (1)
- Miller, Michael L. (1)
- Milosevich, Z. (1)
- Minaev, Nikolai G. (1)
- Mitchell, J. (1)
- Molnar, Levente (1)
- Moore, C. F. (1)
- Morozov, Vladimir (1)
- Munhoz, Marcelo Gameiro (1)
- Muthukrishnan, Nikesh (1)
- Nelson, John M. (1)
- Nevski, P. (1)
- Nikitin, Vladimir A. (1)
- Nogach, Larisa V. (1)
- Norman, Ben (1)
- Nurušev, Sandibek B. (1)
- Odyniec, Grazyna Janina (1)
- Ogawa, Akio (1)
- Okorokov, Vitaly A. (1)
- Oldenburg, Markus D. (1)
- Olson, Douglas L. (1)
- Paic, Guy (1)
- Pandey, S. U. (1)
- Panebratsev, Yuri (1)
- Panitkin, Sergei Yurievich (1)
- Pavlinov, A. I. (1)
- Pawlak, Tomasz Jan (1)
- Perevoztchikov, V. (1)
- Peryt, Wiktor Stanislaw (1)
- Petrov, V. A (1)
- Picha, R. (1)
- Planinic, Mirko (1)
- Pluta, Jan Marian (1)
- Porile, Norbert T. (1)
- Porter, Jeffrey Brent (1)
- Poskanzer, Arthur M. (1)
- Potrebenikova, E. (1)
- Prindle, Duncan J. (1)
- Pruneau, Claude A. (1)
- Putschke, Jörn H. (1)
- Pérez-Lara, Almudena (1)
- Rai, Gulshan (1)
- Rakness, Gregory L. (1)
- Ravel, Olivier (1)
- Ray, Robert L. (1)
- Razin, Sergej V. (1)
- Reichhold, Dennis Michael (1)
- Reid, Jeffrey G. (1)
- Reinhold, Caroline (1)
- Renault, Gael (1)
- Retiere, Fabrice (1)
- Ridiger, Alexey (1)
- Ritter, Hans Georg (1)
- Roberts, Jabus B. (1)
- Rogachevski, O. V. (1)
- Romero, Juan L. (1)
- Romero-Sanchez, Griselda (1)
- Rose, A. (1)
- Roy, Christelle Sophie (1)
- Rykov, Vladimir L. (1)
- Sakrejda, Iwona (1)
- Salur, Sevil (1)
- Sandweiss, Jack H. (1)
- Savin, Igor A. (1)
- Schambach, Joachim (1)
- Scharenberg, Rolf Paul (1)
- Schmitz, Norbert (1)
- Schroeder, Lee S. (1)
- Schweda, Kai (1)
- Seger, Janet Elizabeth (1)
- Seidler, Matthew (1)
- Seyboth, Peter (1)
- Shahaliev, Ehtiram (1)
- Shestermanov, Konstantin E. (1)
- Shimanskii, S. S. (1)
- Simon, Frank (1)
- Skoro, Goran P. (1)
- Smirnov, Nikolai (1)
- Snellings, Raimond (1)
- Sorensen, Paul (1)
- Sowinski, James (1)
- Spinka, Harold. M. (1)
- Srivastava, Brijesh Kumar (1)
- Stephenson, Edward J. (1)
- Stock, Reinhard (1)
- Stolpovsky, Alexander (1)
- Strichanov, Michail Nikolaevič (1)
- Stringfellow, Blair (1)
- Struck, Christof (1)
- Suaide, Alexandre Alarcon do Passo (1)
- Sugarbaker, Evan R. (1)
- Suire, Christophe Pierre (1)
- Surrow, Bernd (1)
- Symons, Timothy James MacNeil (1)
- Szarwas, Piotr (1)
- Tai, An (1)
- Takahashi, Jun (1)
- Tang, Aihong (1)
- Thein, Dylan (1)
- Thomas, James H. (1)
- Thompson, M. (1)
- Timoshenko, Sergei (1)
- Tokarev, Mikhail V. (1)
- Toledo, Alejandro Szanto de (1)
- Tonjes, Marguerite B. (1)
- Trainor, Thomas A. (1)
- Trentalange, Stephen (1)
- Tribble, Robert E. (1)
- Trofimov, V. (1)
- Tsai, Oleg D. (1)
- Ullrich, Thomas (1)
- Underwood, David G. (1)
- Van Buren, Gene (1)
- Vander Molen, A. M. (1)
- Vasiliev, Alexander Nikolaevich (1)
- Vigdor, Steven E. (1)
- Voloshin, Sergei (1)
- Vznuzdaev, Marat (1)
- Wang, F. (1)
- Wang, Yiqun (1)
- Ward, H. (1)
- Watson, J. W. (1)
- Wells, Randy (1)
- Westfall, Gary D. (1)
- Whitten, Charles A. (1)
- Wichmann, Julian (1)
- Wieman, Howard (1)
- Willson, Robert (1)
- Wissink, Scott W. (1)
- Witt, Richard (1)
- Wood, Jeff (1)
- Xu, N. (1)
- Xu, Zhangbu (1)
- Yakutin, A. E. (1)
- Yamamoto, Eugene (1)
- Yang, J. (1)
- Yepes, Pablo P. (1)
- Yu, Eugene (1)
- Yurevich, Vladimir Yurevich (1)
- Zanevski, Y. V. (1)
- Zborovský, I. (1)
- Zhang, Haitao (1)
- Zhang, W. M. (1)
- Zoulkarneev, R. (1)
- Zoulkarneeva, J. (1)
- Zubarev, A. N. (1)
- de Moura, M. M. (1)
- Šumbera, Michal (1)
Document Type
- Article (2)
Language
- English (2)
Has Fulltext
- yes (2)
Is part of the Bibliography
- no (2)
Keywords
- Artificial intelligence (1)
- Dual energy CT (1)
- Lymph nodes (1)
- Machine learning (1)
- Radiomics (1)
- Texture analysis (1)
Adams, John ; Adler, Clemens ; Ahammed, Zubayer ; Allgower, Chris ; Amonett, John ; Anderson, Bryon D. ; Anderson, Mike ; Arkhipkin, Dmitry A. ; Averichev, Georgy S. ; Balewski, Jan ; Barannikova, Olga ; Barnby, Lee Stuart ; Baudot, Jérome ; Bekele, Selemon ; Belaga, Victoria Vladimirovna ; Bellwied, Rene ; Berger, Jens ; Bichsel, Hans ; Billmeier, Anja ; Bland, Leslie C. ; Blyth, Charles O. ; Bonner, Billy E. ; Botje, Michiel ; Boucham, Abdelkrim ; Brandin, Andrei V. ; Bravar, Alessandro ; Cadman, R. V. ; Cai, Xiang-Zhou ; Caines, Helen Louise ; Calderón de la Barca Sánchez, Manuel ; Cardenas, Alex ; Carroll, J. ; Castillo Castellanos, Javier Ernesto ; Castro, M. ; Cebra, Daniel A. ; Chaloupka, Petr ; Chattopadhyay, S. ; Chen, Yu ; Chernenko, S. P. ; Cherney, Michael Gerard ; Chikanian, Alexei ; Choi, Bum ; Christie, William ; Coffin, Jean Pierre ; Cormier, Thomas Michael ; Corral, M. Mora ; Cramer, John G. ; Crawford, Henry J. ; Derevschikov, Anatoly A. ; Didenko, Lidia ; Dietel, Thomas ; Draper, James E. ; Dunin, V. B. ; Dunlop, James C. ; Eckardt, Volker ; Efimov, Leonid G. ; Emelianov, V. ; Engelage, Jon M. ; Eppley, Geary Wareham ; Erazmus, Barbara Ewa ; Fachini, Patricia ; Faine, V. ; Faivre, Julien ; Fatemi, Renee H. ; Filimonov, Kirill ; Finch, Evan ; Fisyak, Yuri V. ; Flierl, Dominik Bernhard ; Foley, K. J. ; Fu, Jinghua ; Gagliardi, Carl A. ; Gagunashvili, N. ; Gans, Jon ; Gaudichet, Ludovic ; Germain, Marie ; Geurts, Frank ; Ghazikhanian, Vahe ; Grachov, Oleg A. ; Guedon, M. ; Guertin, Steven M. ; Gushin, E. ; Gutierrez, Thomas Dominic ; Hallman, Timothy J. ; Hardtke, David H. ; Harris, John W. ; Heinz, Mark ; Henry, Thomas W. ; Heppelmann, Steven Francis ; Herston, Timothy ; Hippolyte, Boris ; Hirsch, Andrew S. ; Hjort, Eric ; Hoffmann, Gerald W. ; Horsley, Matthew ; Huang, Huan Zhong ; Humanic, Thomas J. ; Igo, George J. ; Ishihara, Aya ; Jacobs, Peter Martin ; Jacobs, William W. ; Janik, Michał ; Johnson, Ian ; Jones, Peter Graham ; Judd, Eleanor G. ; Kabana, Sonia ; Kaneta, Kaneta ; Kaplan, Morton ; Keane, Declan ; Kiryluk, Joanna ; Kisiel, Adam Ryszard ; Klay, Jennifer Lynn ; Klein, Spencer Robert ; Klyachko, A. ; Kollegger, Thorsten ; Konstantinov, A. S. ; Kopytine, M. ; Kotchenda, L. ; Kovalenko, A. D. ; Kramer, M. ; Kravtsov, Peter ; Krueger, Keith William ; Kuhn, Christian Claude ; Kulikov, Anatoly I. ; Kunde, Gerd J. ; Kunz, Christopher Lee ; Kutuev, R. Kh. ; Kuznetsov, A. A. ; Lamont, Matthew A. C. ; Landgraf, Jeffery M. ; Lange, S. ; Lansdell, Curtis Patrick Leon ; Lasiuk, Brian ; Laue, Frank ; Lauret, Jerome ; Lebedev, Alexei ; Lednický, Richard ; Leontiev, V. M. ; LeVine, Micheal J. ; Li, Q. ; Lindenbaum, Sam J. ; Lisa, Michael A. ; Liu, Feng ; Liu, L. ; Liu, Zhixu ; Liu, Q. J. ; Ljubicic, Tonko A. ; Llope, William Joseph ; Long, Hui ; Longacre, Ronald S. ; Lopez-Noriega, Mercedes ; Love, William A. ; Ludlam, Thomas ; Lynn, David ; Ma, Jingguo ; Ma, Yu-Gang ; Magestro, Daniel ; Majka, Richard Daniel ; Margetis, Spyridon ; Markert, Christina ; Martin, L. ; Marx, Jay N. ; Matis, Howard S. ; Matulenko, Yuri A. ; McShane, Tom S. ; Meissner, F. ; Melnick, Yu. ; Meščanin, Aleksei P. ; Messer, Matthias ; Miller, Michael L. ; Milosevich, Z. ; Minaev, Nikolai G. ; Mitchell, J. ; Molnar, Levente ; Moore, C. F. ; Morozov, Vladimir ; de Moura, M. M. ; Munhoz, Marcelo Gameiro ; Nelson, John M. ; Nevski, P. ; Nikitin, Vladimir A. ; Nogach, Larisa V. ; Norman, Ben ; Nurušev, Sandibek B. ; Odyniec, Grazyna Janina ; Ogawa, Akio ; Okorokov, Vitaly A. ; Oldenburg, Markus D. ; Olson, Douglas L. ; Paic, Guy ; Pandey, S. U. ; Panebratsev, Yuri ; Panitkin, Sergei Yurievich ; Pavlinov, A. I. ; Pawlak, Tomasz Jan ; Perevoztchikov, V. ; Peryt, Wiktor Stanislaw ; Petrov, V. A ; Picha, R. ; Planinic, Mirko ; Pluta, Jan Marian ; Porile, Norbert T. ; Porter, Jeffrey Brent ; Poskanzer, Arthur M. ; Potrebenikova, E. ; Prindle, Duncan J. ; Pruneau, Claude A. ; Putschke, Jörn H. ; Rai, Gulshan ; Rakness, Gregory L. ; Ravel, Olivier ; Ray, Robert L. ; Razin, Sergej V. ; Reichhold, Dennis Michael ; Reid, Jeffrey G. ; Renault, Gael ; Retiere, Fabrice ; Ridiger, Alexey ; Ritter, Hans Georg ; Roberts, Jabus B. ; Rogachevski, O. V. ; Romero, Juan L. ; Rose, A. ; Roy, Christelle Sophie ; Rykov, Vladimir L. ; Sakrejda, Iwona ; Salur, Sevil ; Sandweiss, Jack H. ; Savin, Igor A. ; Schambach, Joachim ; Scharenberg, Rolf Paul ; Schmitz, Norbert ; Schroeder, Lee S. ; Schweda, Kai ; Seger, Janet Elizabeth ; Seyboth, Peter ; Shahaliev, Ehtiram ; Shestermanov, Konstantin E. ; Shimanskii, S. S. ; Simon, Frank ; Skoro, Goran P. ; Smirnov, Nikolai ; Snellings, Raimond ; Sorensen, Paul ; Sowinski, James ; Spinka, Harold. M. ; Srivastava, Brijesh Kumar ; Stephenson, Edward J. ; Stock, Reinhard ; Stolpovsky, Alexander ; Strichanov, Michail Nikolaevič ; Stringfellow, Blair ; Struck, Christof ; Suaide, Alexandre Alarcon do Passo ; Sugarbaker, Evan R. ; Suire, Christophe Pierre ; Šumbera, Michal ; Surrow, Bernd ; Symons, Timothy James MacNeil ; Toledo, Alejandro Szanto de ; Szarwas, Piotr ; Tai, An ; Takahashi, Jun ; Tang, Aihong ; Thein, Dylan ; Thomas, James H. ; Thompson, M. ; Timoshenko, Sergei ; Tokarev, Mikhail V. ; Tonjes, Marguerite B. ; Trainor, Thomas A. ; Trentalange, Stephen ; Tribble, Robert E. ; Trofimov, V. ; Tsai, Oleg D. ; Ullrich, Thomas ; Underwood, David G. ; Van Buren, Gene ; Vander Molen, A. M. ; Vasiliev, Alexander Nikolaevich ; Vigdor, Steven E. ; Voloshin, Sergei ; Vznuzdaev, Marat ; Wang, F. ; Wang, Yiqun ; Ward, H. ; Watson, J. W. ; Wells, Randy ; Westfall, Gary D. ; Whitten, Charles A. ; Wieman, Howard ; Willson, Robert ; Wissink, Scott W. ; Witt, Richard ; Wood, Jeff ; Xu, N. ; Xu, Zhangbu ; Yakutin, A. E. ; Yamamoto, Eugene ; Yang, J. ; Yepes, Pablo P. ; Yurevich, Vladimir Yurevich ; Zanevski, Y. V. ; Zborovský, I. ; Zhang, Haitao ; Zhang, W. M. ; Zoulkarneev, R. ; Zoulkarneeva, J. ; Zubarev, A. N.
Data from the first physics run at the Relativistic Heavy-Ion Collider at Brookhaven National Laboratory, Au+Au collisions at sqrt[sNN]=130 GeV, have been analyzed by the STAR Collaboration using three-pion correlations with charged pions to study whether pions are emitted independently at freeze-out. We have made a high-statistics measurement of the three-pion correlation function and calculated the normalized three-particle correlator to obtain a quantitative measurement of the degree of chaoticity of the pion source. It is found that the degree of chaoticity seems to increase with increasing particle multiplicity.
Seidler, Matthew ; Forghani, Behzad ; Reinhold, Caroline ; Pérez-Lara, Almudena ; Romero-Sanchez, Griselda ; Muthukrishnan, Nikesh ; Wichmann, Julian ; Melki, Gabriel ; Yu, Eugene ; Forghani, Reza
Purpose: To determine whether machine learning assisted-texture analysis of multi-energy virtual monochromatic image (VMI) datasets from dual-energy CT (DECT) can be used to differentiate metastatic head and neck squamous cell carcinoma (HNSCC) lymph nodes from lymphoma, inflammatory, or normal lymph nodes.
Materials and methods: A retrospective evaluation of 412 cervical nodes from 5 different patient groups (50 patients in total) having undergone DECT of the neck between 2013 and 2015 was performed: (1) HNSCC with pathology proven metastatic adenopathy, (2) HNSCC with pathology proven benign nodes (controls for (1)), (3) lymphoma, (4) inflammatory, and (5) normal nodes (controls for (3) and (4)). Texture analysis was performed with TexRAD® software using two independent sets of contours to assess the impact of inter-rater variation. Two machine learning algorithms (Random Forests (RF) and Gradient Boosting Machine (GBM)) were used with independent training and testing sets and determination of accuracy, sensitivity, specificity, PPV, NPV, and AUC.
Results: In the independent testing (prediction) sets, the accuracy for distinguishing different groups of pathologic nodes or normal nodes ranged between 80 and 95%. The models generated using texture data extracted from the independent contour sets had substantial to almost perfect agreement. The accuracy, sensitivity, specificity, PPV, and NPV for correctly classifying a lymph node as malignant (i.e. metastatic HNSCC or lymphoma) versus benign were 92%, 91%, 93%, 95%, 87%, respectively.
Conclusion: Machine learning assisted-DECT texture analysis can help distinguish different nodal pathology and normal nodes with a high accuracy.
- 1 to 2