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1.  World Congress Integrative Medicine & Health 2017: Part one 
Brinkhaus, Benno | Falkenberg, Torkel | Haramati, Aviad | Willich, Stefan N. | Briggs, Josephine P. | Willcox, Merlin | Linde, Klaus | Theorell, Töres | Wong, Lisa M. | Dusek, Jeffrey | Wu, Darong | Eisenberg, David | Haramati, Aviad | Berger, Bettina | Kemper, Kathi | Stock-Schröer, Beate | Sützl-Klein, Hedda | Ferreri, Rosaria | Kaplan, Gary | Matthes, Harald | Rotter, Gabriele | Schiff, Elad | Arnon, Zahi | Hahn, Eckhard | Luberto, Christina M. | Martin, David | Schwarz, Silke | Tauschel, Diethard | Flower, Andrew | Gramminger, Harsha | Gupta, Hedwig H. | Gupta, S. N. | Kerckhoff, Annette | Kessler, Christian S. | Michalsen, Andreas | Kessler, Christian S. | Kim, Eun S. | Jang, Eun H. | Kim, Rana | Jan, Sae B. | Mittwede, Martin | Mohme, Wiebke | Ben-Arye, Eran | Bonucci, Massimo | Saad, Bashar | Breitkreuz, Thomas | Rossi, Elio | Kebudi, Rejin | Daher, Michel | Razaq, Samaher | Gafer, Nahla | Nimri, Omar | Hablas, Mohamed | Kienle, Gunver Sophia | Samuels, Noah | Silbermann, Michael | Bandelin, Lena | Lang, Anna-Lena | Wartner, Eva | Holtermann, Christoph | Binstock, Maxwell | Riebau, Robert | Mujkanovic, Edin | Cramer, Holger | Lauche, Romy | Michalsen, Andres | Ward, Lesley | Cramer, Holger | Irnich, Dominik | Stör, Wolfram | Burnstock, Geoffrey | Schaible, Hans-Georg | Ots, Thomas | Langhorst, Jost | Lauche, Romy | Sundberg, Tobias | Falkenberg, Torkel | Amarell, Catherina | Amarell, Catherina | Anheyer, Melanie | Eckert, Marion | Eckert, Marion | Ogal, Mercedes | Eckert, Marion | Amarell, Catherina | Schönauer, Annette | Reisenberger, Birgit | Brand, Bernhard | Anheyer, Dennis | Dobos, Gustav | Kroez, Matthias | Martin, David | Matthes, Harald | Ammendola, Aldo | Mao, Jun J. | Witt, Claudia | Yang, Yufei | Dobos, Gustav | Oritz, Miriam | Horneber, Markus | Voiß, Petra | Reisenberger, Birgit | von Rosenstiel, Alexandra | Eckert, Marion | Ogal, Mercedes | Amarell, Catharina | Anheyer, Melanie | Schad, Friedemann | Schläppi, Marc | Kröz, Matthias | Büssing, Arndt | Bar-Sela, Gil | Matthes, Harald | Schiff, Elad | Ben-Arye, Eran | Arnon, Zahi | Avshalomov, David | Attias, Samuel | Schönauer, Annette | Haramati, Aviad | Witt, Claudia | Brinkhaus, Benno | Cotton, Sian | Jong, Miek | Jong, Mats | Scheffer, Christian | Haramati, Aviad | Tauschel, Diethard | Edelhäuser, Friedrich | AlBedah, Abdullah | Lee, Myeong Soo | Khalil, Mohamed | Ogawa, Keiko | Motoo, Yoshiharu | Arimitsu, Junsuke | Ogawa, Masao | Shimizu, Genki | Stange, Rainer | Kraft, Karin | Kuchta, Kenny | Watanabe, Kenji | Bonin, D | Büssing, Arndt | Gruber, Harald | Koch, Sabine | Gruber, Harald | Pohlmann, Urs | Caldwell, Christine | Krantz, Barbara | Kortum, Ria | Martin, Lily | Wieland, Lisa S. | Kligler, Ben | Gould-Fogerite, Susan | Zhang, Yuqing | Wieland, Lisa S. | Riva, John J. | Lumpkin, Michael | Ratner, Emily | Ping, Liu | Jian, Pei | Hamme, Gesa-Meyer | Mao, Xiaosong | Chouping, Han | Schröder, Sven | Hummelsberger, Josef | Wullinger, Michael | Brodzky, Marc | Zalpour, Christoff | Langley, Julia | Weber, Wendy | Mudd, Lanay M. | Wayne, Peter | Witt, Clauda | Weidenhammer, Wolfgang | Fønnebø, Vinjar | Boon, Heather | Steel, Amie | Bugarcic, Andrea | Rangitakatu, Melisa | Steel, Amie | Adams, Jon | Sibbritt, David | Wardle, Jon | Leach, Matthew | Schloss, Janet | Dieze, Helene | Boon, Heather | Ijaz, Nadine | Willcox, Merlin | Heinrich, Michael | Lewith, George | Flower, Andrew | Graz, Bertrand | Adam, Daniela | Grabenhenrich, Linus | Ortiz, Miriam | Binting, Sylvia | Reinhold, Thomas | Brinkhaus, Benno | Andermo, Susanne | Sundberg, Tobias | Falkenberg, Torkel | Nordberg, Johanna Hök | Arman, Maria | Bhasin, Manoj | Fan, Xueyi | Libermann, Towia | Fricchione, Gregory | Denninger, John | Benson, Herbert | Berger, Bettina | Stange, Rainer | Michalsen, Andreas | Martin, David D. | Boers, Inge | Vlieger, Arine | Jong, Miek | Brinkhaus, Benno | Teut, Michael | Ullmann, Alexander | Ortiz, Miriam | Rotter, Gabriele | Binting, Sylvia | Lotz, Fabian | Roll, Stephanie | Canella, Claudia | Mikolasek, Michael | Rostock, Matthias | Beyer, Jörg | Guckenberger, Matthias | Jenewein, Josef | Linka, Esther | Six, Claudia | Stoll, Sarah | Stupp, Roger | Witt, Claudia M. | Chuang, Elisabeth | Kligler, Ben | McKee, Melissa D. | Cramer, Holger | Lauche, Romy | Klose, Petra | Lange, Silke | Langhorst, Jost | Dobos, Gustav | Chung, Vincent C. H. | Wong, Hoi L. C. | Wu, Xin Y. | Wen, Grace Y. G. | Ho, Robin S. T. | Ching, Jessica Y. L. | Wu, Justin C. Y. | Coakley, Amanda | Flanagan, Jane | Annese, Christine | Empoliti, Joanne | Gao, Zishan | Liu, Xugang | Yu, Shuguang | Yan, Xianzhong | Liang, Fanrong | Hohmann, Christoph D. | Steckhan, Nico | Ostermann, Thomas | Paetow, Arion | Hoff, Evelyn | Michalsen, Andreas | Hu, Xiao-Yang | Wu, Ruo-Han | Logue, Martin | Blonde, Clara | Lai, Lily Y. | Stuart, Beth | Flower, Andrew | Fei, Yu-Tong | Moore, Michael | Liu, Jian-Ping | Lewith, George | Hu, Xiao-Yang | Wu, Ruo-Han | Logue, Martin | Blonde, Clara | Lai, Lily Y. | Stuart, Beth | Flower, Andrew | Fei, Yu-Tong | Moore, Michael | Liu, Jian-Ping | Lewith, George | Jeitler, Michael | Zillgen, Hannah | Högl, Manuel | Steckhan, Nico | Stöckigt, Barbara | Seifert, Georg | Michalsen, Andreas | Kessler, Christian | Khadivzadeh, Talat | Bashtian, Maryam Hassanzadeh | Aval, Shapour Badiee | Esmaily, Habibollah | Kim, Jihye | Kim, Keun H. | Klocke, Carina | Joos, Stefanie | Koshak, Abdulrahman | Wie, Li | Koshak, Emad | Wali, Siraj | Alamoudi, Omer | Demerdash, Abdulrahman | Qutub, Majdy | Pushparaj, Peter | Heinrich, Michael | Kruse, Sigrid | Fischer, Isabell | Tremel, Nadine | Rosenecker, Joseph | Leung, Brenda | Takeda, Wendy | Liang, Ning | Feng, Xue | Liu, Jian-ping | Cao, Hui-juan | Luberto, Christina M. | Shinday, Nina | Philpotts, Lisa | Park, Elyse | Fricchione, Gregory L. | Yeh, Gloria | Munk, Niki | Zakeresfahani, Arash | Foote, Trevor R. | Ralston, Rick | Boulanger, Karen | Özbe, Dominik | Gräßel, Elmar | Luttenberger, Katharina | Pendergrass, Anna | Pach, Daniel | Bellmann-Strobl, Judit | Chang, Yinhui | Pasura, Laura | Liu, Bin | Jäger, Sven F. | Loerch, Ronny | Jin, Li | Brinkhaus, Benno | Ortiz, Miriam | Reinhold, Thomas | Roll, Stephanie | Binting, Sylvia | Icke, Katja | Shi, Xuemin | Paul, Friedemann | Witt, Claudia M. | Rütz, Michaela | Lynen, Andreas | Schömitz, Meike | Vahle, Maik | Salomon, Nir | Lang, Alon | Lahat, Adi | Kopylov, Uri | Ben-Horin, Shomron | Har-Noi, Ofir | Avidan, Benjamin | Elyakim, Rami | Gamus, Dorit | NG, Siew | Chang, Jessica | Wu, Justin | Kaimiklotis, John | Schumann, Dania | Buttó, Ludovica | Langhorst, Jost | Dobos, Gustav | Haller, Dirk | Cramer, Holger | Smith, Caroline | de Lacey, Sheryl | Chapman, Michael | Ratcliffe, Julie | Johnson, Neil | Lyttleton, Jane | Boothroyd, Clare | Fahey, Paul | Tjaden, Bram | van Vliet, Marja | van Wietmarschen, Herman | Jong, Miek | Tröger, Wilfried | Vuolanto, Pia | Aarva, Paulina | Sorsa, Minna | Helin, Kaija | Wenzel, Claudia | Zoderer, Iris | Pammer, Patricia | Simon, Patrick | Tucek, Gerhard | Wode, Kathrin | Henriksson, Roger | Sharp, Lena | Stoltenberg, Anna | Nordberg, Johanna Hök | Xiao-ying, Yang | Wang, Li-qiong | Li, Jin-gen | Liang, Ning | Wang, Ying | Liu, Jian-ping | Balneaves, Lynda | Capler, Rielle | Bocci, Chiara | Guffi, Marta | Paolini, Marina | Meaglia, Ilaria | Porcu, Patrizia | Ivaldi, Giovanni B. | Dragan, Simona | Bucuras, Petru | Pah, Ana M. | Badalica-Petrescu, Marius | Buleu, Florina | Hogea-Stoichescu, Gheorghe | Christodorescu, Ruxandra | Kao, Lan | Cho, Yumin | Klafke, Nadja | Mahler, Cornelia | von Hagens, Cornelia | Uhlmann, Lorenz | Bentner, Martina | Schneeweiss, Andreas | Mueller, Andreas | Szecsenyi, Joachim | Joos, Stefanie | Neri, Isabella | Ortiz, Miriam | Schnabel, Katharina | Teut, Michael | Rotter, Gabriele | Binting, Sylvia | Cree, Margit | Lotz, Fabian | Suhr, Ralf | Brinkhaus, Benno | Rossi, Elio | Baccetti, Sonia | Firenzuoli, Fabio | Monechi, Maria V. | Di Stefano, Mariella | Amunni, Gianni | Wong, Wendy | Chen, Bingzhong | Wu, Justin | Amri, Hakima | Haramati, Aviad | Kotlyanskaya, Lucy | Anderson, Belinda | Evans, Roni | Kligler, Ben | Marantz, Paul | Bradley, Ryan | Booth-LaForce, Cathryn | Zwickey, Heather | Kligler, Benjamin | Brooks, Audrey | Kreitzer, Mary J. | Lebensohn, Patricia | Goldblatt, Elisabeth | Esmel-Esmel, Neus | Jiménez-Herrera, Maria | Ijaz, Nadine | Boon, Heather | Jocham, Alexandra | Stock-Schröer, Beate | Berberat, Pascal O. | Schneider, Antonius | Linde, Klaus | Masetti, Morgana | Murakozy, Henriette | Van Vliet, Marja | Jong, Mats | Jong, Miek | Agdal, Rita | Atarzadeh, Fatemeh | Jaladat, Amir M. | Hoseini, Leila | Amini, Fatemeh | Bai, Chen | Liu, Tiegang | Zheng, Zian | Wan, Yuxiang | Xu, Jingnan | Wang, Xuan | Yu, He | Gu, Xiaohong | Daneshfard, Babak | Nimrouzi, Majid | Tafazoli, Vahid | Alorizi, Seyed M. Emami | Saghebi, Seyed A. | Fattahi, Mohammad R. | Salehi, Alireza | Rezaeizadeh, Hossein | Zarshenas, Mohammad M. | Nimrouzi, Majid | Fox, Kealoha | Hughes, John | Kostanjsek, Nenad | Espinosa, Stéphane | Lewith, George | Fisher, Peter | Latif, Abdul | Lefeber, Donald | Paske, William | Öztürk, Ali Ö. | Öztürk, Gizemnur | Boers, Inge | Tissing, Wim | Naafs, Marianne | Busch, Martine | Jong, Miek | Daneshfard, Babak | Sanaye, Mohammad R. | Dräger, Kilian | Fisher, Peter | Kreitzer, Mary J. | Evans, Roni | Leininger, Brent | Shafto, Kate | Breen, Jenny | Sanaye, Mohammad R. | Daneshfard, Babak | Simões-Wüst, Ana P. | Moltó-Puigmartí, Carolina | van Dongen, Martien | Dagnelie, Pieter | Thijs, Carel | White, Shelley | Wiesener, Solveig | Salamonsen, Anita | Stub, Trine | Fønnebø, Vinjar | Abanades, Sergio | Blanco, Mar | Masllorens, Laia | Sala, Roser | Al-Ahnoumy, Shafekah | Han, Dongwoon | He, Luzhu | Kim, Ha Yun | In Choi, Da | Alræk, Terje | Stub, Trine | Kristoffersen, Agnete | von Sceidt, Christel | Michalsen, Andreas | Bruset, Stig | Musial, Frauke | Anheyer, Dennis | Cramer, Holger | Lauche, Romy | Saha, Felix J. | Dobos, Gustav | Anheyer, Dennis | Haller, Heidemarie | Lauche, Romy | Dobos, Gustav | Cramer, Holger | Azizi, Hoda | Khadem, Nayereh | Hassanzadeh, Malihe | Estiri, Nazanin | Azizi, Hamideh | Tavassoli, Fatemeh | Lotfalizadeh, Marzieh | Zabihi, Reza | Esmaily, Habibollah | Azizi, Hoda | Shabestari, Mahmoud Mohammadzadeh | Paeizi, Reza | Azari, Masoumeh Alvandi | Bahrami-Taghanaki, Hamidreza | Zabihi, Reza | Azizi, Hamideh | Esmaily, Habibollah | Baars, Erik | De Bruin, Anja | Ponstein, Anne | Baccetti, Sonia | Di Stefano, Mariella | Rossi, Elio | Firenzuoli, Fabio | Segantini, Sergio | Monechi, Maria Valeria | Voller, Fabio | Barth, Jürgen | Kern, Alexandra | Lüthi, Sebastian | Witt, Claudia | Barth, Jürgen | Zieger, Anja | Otto, Fabius | Witt, Claudia | Beccia, Ariel | Dunlap, Corina | Courneene, Brendan | Bedregal, Paula | Passi, Alvaro | Rodríguez, Alfredo | Chang, Mayling | Gutiérrez, Soledad | Beissner, Florian | Beissner, Florian | Preibisch, Christine | Schweizer-Arau, Annemarie | Popovici, Roxana | Meissner, Karin | Beljanski, Sylvie | Belland, Laura | Rivera-Reyes, Laura | Hwang, Ula | Berger, Bettina | Sethe, Dominik | Hilgard, Dörte | Heusser, Peter | Bishop, Felicity | Al-Abbadey, Miznah | Bradbury, Katherine | Carnes, Dawn | Dimitrov, Borislav | Fawkes, Carol | Foster, Jo | MacPherson, Hugh | Roberts, Lisa | Yardley, Lucy | Lewith, George | Bishop, Felicity | Al-Abbadey, Miznah | Bradbury, Katherine | Carnes, Dawn | Dimitrov, Borislav | Fawkes, Carol | Foster, Jo | MacPherson, Hugh | Roberts, Lisa | Yardley, Lucy | Lewith, George | Bishop, Felicity | Holmes, Michelle | Lewith, George | Yardley, Lucy | Little, Paul | Cooper, Cyrus | Bogani, Patrizia | Maggini, Valentina | Gallo, Eugenia | Miceli, Elisangela | Biffi, Sauro | Mengoni, Alessio | Fani, Renato | Firenzuoli, Fabio | Brands-Guendling, Nadine | Guendling, Peter W. | Bronfort, Gert | Evans, Roni | Haas, Mitch | Leininger, Brent | Schulz, Craig | Bu, Xiangwei | Wang, J. | Fang, T. | Shen, Z. | He, Y. | Zhang, X. | Zhang, Zhengju | Wang, Dali | Meng, Fengxian | Büssing, Arndt | Baumann, Klaus | Frick, Eckhard | Jacobs, Christoph | Büssing, Arndt | Grünther, Ralph-Achim | Lötzke, Désirée | Büssing, Arndt | Jung, Sonny | Lötzke, Désirée | Recchia, Daniela R. | Robens, Sibylle | Ostermann, Thomas | Berger, Bettina | Stankewitz, Josephin | Kröz, Matthias | Jeitler, Mika | Kessler, Christian | Michalsen, Andreas | Cheon, Chunhoo | Jang, Bo H. | Ko, Seong G. | Huang, Ching W. | Sasaki, Yui | Ko, Youme | Cheshire, Anna | Ridge, Damien | Hughes, John | Peters, David | Panagioti, Maria | Simon, Chantal | Lewith, George | Cho, Hyun J. | Han, Dongwoon | Choi, Soo J. | Jung, Young S. | Im, Hyea B | Cooley, Kieran | Tummon-Simmons, Laura | Cotton, Sian | Luberto, Christina M. | Wasson, Rachel | Kraemer, Kristen | Sears, Richard | Hueber, Carly | Derk, Gwendolyn | Lill, JR | An, Ruopeng | Steinberg, Lois | Rodriguez, Lourdes Diaz | la Fuente, Francisca García-de | De la Vega, Miguel | Vargas-Román, Keyla | Fernández-Ruiz, Jonatan | Cantarero-Villanueva, Irene | Rodriguez, Lourdes Diaz | García-De la Fuente, Francisca | Jiménez-Guerrero, Fanny | Vargas-Román, Keyla | Fernández-Ruiz, Jonatan | Galiano-Castillo, Noelia | Diaz-Saez, Gualberto | Torres-Jimenez, José I. | Garcia-Gomez, Olga | Hortal-Muñoz, Luis | Diaz-Diez, Camino | Dicen, Demijon | Diezel, Helene | Adams, Jon | Steel, Amie | Wardle, Jon | Diezel, Helene | Steel, Amie | Frawley, Jane | Wardle, Jon | Broom, Alex | Adams, Jon | Dong, Fei | Yu, He | Liu, Tiegang | Ma, Xueyan | Yan, Liyi | Wan, Yuxiang | Zheng, Zian | Gu, Xiaohong | Dong, Fei | Yu, He | Wu, Liqun | Liu, Tiegang | Ma, Xueyan | Ma, Jiaju | Yan, Liyi | Wan, Yuxiang | Zheng, Zian | Zhen, Jianhua | Gu, Xiaohong | Dubois, Julie | Rodondi, Pierre-Yves | Edelhäuser, Friedrich | Schwartze, Sophia | Trapp, Barbara | Cysarz, Dirk
doi:10.1186/s12906-017-1782-4
PMCID: PMC5498855
2.  Chronic low back pain patients’ use of, level of knowledge of and perceived benefits of complementary medicine: a cross-sectional study at an academic pain center 
Background
Chronic pain patients often use complementary medicine (CM) to alleviate their pain; however, little is known about the use of CM by chronic low back pain (cLBP) patients. We investigated the frequency of use of CM by cLBP patients, the perceived effects of these therapies, patients’ knowledge regarding CM, and patient-physician communication regarding CM.
Method
A cross-sectional survey was conducted from November 2014 to February 2015. A questionnaire was distributed by physicians to 238 consecutive patients consulting for cLBP at the Pain Center of Lausanne University Hospital, Switzerland. Poisson regression model was used to analyze patients’ level of knowledge regarding various CMs, and the logistic regression model was used to assess CM use for cLBP.
Results
The questionnaire was returned by 168 cLBP patients (response rate: 70.6%). Lifetime prevalence of CM use for cLBP was 77.3%. The most commonly used therapies were osteopathy (48.8%), massage (45.2%) and acupuncture (31.6%), rated for their usefulness on a 0–10 scale as a mean ± SD of 5.4 ± 2.7, 5.9 ± 2.5 and 3.8 ± 3.2, respectively. The CM treatment best known by patients was osteopathy, followed by massage and acupuncture. If their doctors proposed CM as a treatment for cLBP, 78% of participants reported being very or somewhat likely to try CM. Respondents with CM health insurance were more likely to use CM (OR = 2.26; 95%CI: 1.07–4.78; p = 0.031) for cLBP. Respondents having experienced cLBP for more than five years were more likely to use CM to treat their cLBP than respondents having experienced cLBP for one year or less (OR = 2.84; 95%CI: 1.02–7.88; p = 0.044).
Conclusions
More than three-quarters of cLBP patients in our sample did use CM to treat their cLBP. The results showed that the most commonly used therapies were not necessarily the highest rated in terms of perceived usefulness. These results highlight the importance of developing integrative pain centers in which patients may obtain advice regarding CM treatments.
Electronic supplementary material
The online version of this article (doi:10.1186/s12906-017-1708-1) contains supplementary material, which is available to authorized users.
doi:10.1186/s12906-017-1708-1
PMCID: PMC5379639  PMID: 28376851
Chronic pain; Back pain; Complementary medicine; Communication
3.  Learning a Markov Logic network for supervised gene regulatory network inference 
BMC Bioinformatics  2013;14:273.
Background
Gene regulatory network inference remains a challenging problem in systems biology despite the numerous approaches that have been proposed. When substantial knowledge on a gene regulatory network is already available, supervised network inference is appropriate. Such a method builds a binary classifier able to assign a class (Regulation/No regulation) to an ordered pair of genes. Once learnt, the pairwise classifier can be used to predict new regulations. In this work, we explore the framework of Markov Logic Networks (MLN) that combine features of probabilistic graphical models with the expressivity of first-order logic rules.
Results
We propose to learn a Markov Logic network, e.g. a set of weighted rules that conclude on the predicate “regulates”, starting from a known gene regulatory network involved in the switch proliferation/differentiation of keratinocyte cells, a set of experimental transcriptomic data and various descriptions of genes all encoded into first-order logic. As training data are unbalanced, we use asymmetric bagging to learn a set of MLNs. The prediction of a new regulation can then be obtained by averaging predictions of individual MLNs. As a side contribution, we propose three in silico tests to assess the performance of any pairwise classifier in various network inference tasks on real datasets. A first test consists of measuring the average performance on balanced edge prediction problem; a second one deals with the ability of the classifier, once enhanced by asymmetric bagging, to update a given network. Finally our main result concerns a third test that measures the ability of the method to predict regulations with a new set of genes. As expected, MLN, when provided with only numerical discretized gene expression data, does not perform as well as a pairwise SVM in terms of AUPR. However, when a more complete description of gene properties is provided by heterogeneous sources, MLN achieves the same performance as a black-box model such as a pairwise SVM while providing relevant insights on the predictions.
Conclusions
The numerical studies show that MLN achieves very good predictive performance while opening the door to some interpretability of the decisions. Besides the ability to suggest new regulations, such an approach allows to cross-validate experimental data with existing knowledge.
doi:10.1186/1471-2105-14-273
PMCID: PMC3849013  PMID: 24028533

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