Prediction of overall survival for patients with metastatic castration-resistant prostate cancer. Development of a prognostic model through a crowdsourced challenge with open clinical trial data

Guinney J, Wang T, Laajala TD, Winner KK, Bare JC, Neto EC, Khan SA, Peddinti G, Airola A, Pahikkala T, Mirtti T, et al. (2016)
The Lancet Oncology 18(1): 132-142.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
Improvements to prognostic models in metastatic castration-resistant prostate cancer have the potential to augment clinical trial design and guide treatment strategies. In partnership with Project Data Sphere, a not-for-profit initiative allowing data from cancer clinical trials to be shared broadly with researchers, we designed an open-data, crowdsourced, DREAM (Dialogue for Reverse Engineering Assessments and Methods) challenge to not only identify a better prognostic model for prediction of survival in patients with metastatic castration-resistant prostate cancer but also engage a community of international data scientists to study this disease.
Erscheinungsjahr
2016
Zeitschriftentitel
The Lancet Oncology
Band
18
Ausgabe
1
Seite(n)
132-142
ISSN
1470-2045
Page URI
https://pub.uni-bielefeld.de/record/2934013

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Guinney J, Wang T, Laajala TD, et al. Prediction of overall survival for patients with metastatic castration-resistant prostate cancer. Development of a prognostic model through a crowdsourced challenge with open clinical trial data. The Lancet Oncology. 2016;18(1):132-142.
Guinney, J., Wang, T., Laajala, T. D., Winner, K. K., Bare, J. C., Neto, E. C., Khan, S. A., et al. (2016). Prediction of overall survival for patients with metastatic castration-resistant prostate cancer. Development of a prognostic model through a crowdsourced challenge with open clinical trial data. The Lancet Oncology, 18(1), 132-142. doi:10.1016/s1470-2045(16)30560-5
Guinney, J., Wang, T., Laajala, T. D., Winner, K. K., Bare, J. C., Neto, E. C., Khan, S. A., Peddinti, G., Airola, A., Pahikkala, T., et al. (2016). Prediction of overall survival for patients with metastatic castration-resistant prostate cancer. Development of a prognostic model through a crowdsourced challenge with open clinical trial data. The Lancet Oncology 18, 132-142.
Guinney, J., et al., 2016. Prediction of overall survival for patients with metastatic castration-resistant prostate cancer. Development of a prognostic model through a crowdsourced challenge with open clinical trial data. The Lancet Oncology, 18(1), p 132-142.
J. Guinney, et al., “Prediction of overall survival for patients with metastatic castration-resistant prostate cancer. Development of a prognostic model through a crowdsourced challenge with open clinical trial data”, The Lancet Oncology, vol. 18, 2016, pp. 132-142.
Guinney, J., Wang, T., Laajala, T.D., Winner, K.K., Bare, J.C., Neto, E.C., Khan, S.A., Peddinti, G., Airola, A., Pahikkala, T., Mirtti, T., Yu, T., Bot, B.M., Shen, L., Abdallah, K., Norman, T., Friend, S., Stolovitzky, G., Soule, H., Sweeney, C.J., Ryan, C.J., Scher, H.I., Sartor, O., Xie, Y., Aittokallio, T., Zhou, F.L., Costello, J.C., Abdallah, K., Aittokallio, T., Airola, A., Anghe, C., Azima, H., Baertsch, R., Ballester, P.J., Bare, C., Bhandari, V., Bot, B.M., Dang, C.C., Dunbar, M.B.-N., Buchardt, A.-S., Buturovic, L., Cao, D., Chalise, P., Cho, J., Chu, T.-M., Coley, R.Y., Conjeti, S., Correia, S., Costello, J.C., Dai, Z., Dai, J., Dargatz, P., Delavarkhan, S., Deng, D., Dhanik, A., Du, Y., Elangovan, A., Ellis, S., Elo, L.L., Espiritu, S.M., Fan, F., Farshi, A.B., Freitas, A., Fridley, B., Friend, S., Fuchs, C., Gofer, E., Peddinti, G., Graw, S., Greiner, R., Guan, Y., Guinney, J., Guo, J., Gupta, P., Guyer, A.I., Han, J., Hansen, N.R., Chang, B.H.W., Hirvonen, O., Huang, B., Huang, C., Hwang, J., Ibrahim, J.G., Jayaswa, V., Jeon, J., Ji, Z., Juvvadi, D., Jyrkkiö, S., Kanigel-Winner, K., Katouzian, A., Kazanov, M.D., Khan, S.A., Khayyer, S., Kim, D., Golinska, A.K., Koestler, D., Kokowicz, F., Kondofersky, I., Krautenbacher, N., Krstajic, D., Kumar, L., Kurz, C., Kyan, M., Laajala, T.D., Laimighofer, M., Lee, E., Lesinski, W., Li, M., Li, Y., Lian, Q., Liang, X., Lim, M., Lin, H., Lin, X., Lu, J., Mahmoudian, M., Manshaei, R., Meier, R., Miljkovic, D., Mirtti, T., Mnich, K., Navab, N., Neto, E.C., Newton, Y., Norman, T., Pahikkala, T., Pal, S., Park, B., Patel, J., Pathak, S., Pattin, A., Ankerst, D.P., Peng, J., Petersen, A.H., Philip, R., Piccolo, S.R., Pölsterl, S., Polewko-Klim, A., Rao, K., Ren, X., Rocha, M., Rudnicki, W.R., Ryan, C.J., Ryu, H., Sartor, O., Scherb, H., Sehgal, R., Seyednasrollah, F., Shang, J., Shao, B., Shen, L., Sher, H., Shiga, M., Sokolov, A., Söllner, J.F., Song, L., Soule, H., Stolovitzky, G., Stuart, J., Sun, R., Sweeney, C.J., Tahmasebi, N., Tan, K.-T., Tomaziu, L., Usset, J., Vang, Y.S., Vega, R., Vieira, V., Wang, D., Wang, D., Wang, J., Wang, L., Wang, S., Wang, T., Wang, Y., Wolfinger, R., Wong, C., Wu, Z., Xiao, J., Xie, X., Xie, Y., Xin, D., Yang, H., Yu, N., Yu, T., Yu, X., Zahedi, S., Zanin, M., Zhang, C., Zhang, J., Zhang, S., Zhang, Y., Zhou, F.L., Zhu, H., Zhu, S., Zhu, Y.: Prediction of overall survival for patients with metastatic castration-resistant prostate cancer. Development of a prognostic model through a crowdsourced challenge with open clinical trial data. The Lancet Oncology. 18, 132-142 (2016).
Guinney, Justin, Wang, Tao, Laajala, Teemu D, Winner, Kimberly Kanigel, Bare, J Christopher, Neto, Elias Chaibub, Khan, Suleiman A, Peddinti, Gopal, Airola, Antti, Pahikkala, Tapio, Mirtti, Tuomas, Yu, Thomas, Bot, Brian M, Shen, Liji, Abdallah, Kald, Norman, Thea, Friend, Stephen, Stolovitzky, Gustavo, Soule, Howard, Sweeney, Christopher J, Ryan, Charles J, Scher, Howard I, Sartor, Oliver, Xie, Yang, Aittokallio, Tero, Zhou, Fang Liz, Costello, James C, Abdallah, Kald, Aittokallio, Tero, Airola, Antti, Anghe, Catalina, Azima, Helia, Baertsch, Robert, Ballester, Pedro J, Bare, Chris, Bhandari, Vinayak, Bot, Brian M, Dang, Cuong C, Dunbar, Maria Bekker-Nielsen, Buchardt, Ann-Sophie, Buturovic, Ljubomir, Cao, Da, Chalise, Prabhakar, Cho, Junwoo, Chu, Tzu-Ming, Coley, R Yates, Conjeti, Sailesh, Correia, Sara, Costello, James C, Dai, Ziwei, Dai, Junqiang, Dargatz, Philip, Delavarkhan, Sam, Deng, Detian, Dhanik, Ankur, Du, Yu, Elangovan, Aparna, Ellis, Shellie, Elo, Laura L, Espiritu, Shadrielle M, Fan, Fan, Farshi, Ashkan B, Freitas, Ana, Fridley, Brooke, Friend, Stephen, Fuchs, Christiane, Gofer, Eyal, Peddinti, Gopalacharyulu, Graw, Stefan, Greiner, Russ, Guan, Yuanfang, Guinney, Justin, Guo, Jing, Gupta, Pankaj, Guyer, Anna I, Han, Jiawei, Hansen, Niels R, Chang, Billy HW, Hirvonen, Outi, Huang, Barbara, Huang, Chao, Hwang, Jinseub, Ibrahim, Joseph G, Jayaswa, Vivek, Jeon, Jouhyun, Ji, Zhicheng, Juvvadi, Deekshith, Jyrkkiö, Sirkku, Kanigel-Winner, Kimberly, Katouzian, Amin, Kazanov, Marat D, Khan, Suleiman A, Khayyer, Shahin, Kim, Dalho, Golinska, Agnieszka K, Koestler, Devin, Kokowicz, Fernanda, Kondofersky, Ivan, Krautenbacher, Norbert, Krstajic, Damjan, Kumar, Luke, Kurz, Christoph, Kyan, Matthew, Laajala, Teemu D, Laimighofer, Michael, Lee, Eunjee, Lesinski, Wojciech, Li, Miaozhu, Li, Ye, Lian, Qiuyu, Liang, Xiaotao, Lim, Minseong, Lin, Henry, Lin, Xihui, Lu, Jing, Mahmoudian, Mehrad, Manshaei, Roozbeh, Meier, Richard, Miljkovic, Dejan, Mirtti, Tuomas, Mnich, Krzysztof, Navab, Nassir, Neto, Elias C, Newton, Yulia, Norman, Thea, Pahikkala, Tapio, Pal, Subhabrata, Park, Byeongju, Patel, Jaykumar, Pathak, Swetabh, Pattin, Alejandrina, Ankerst, Donna P, Peng, Jian, Petersen, Anne H, Philip, Robin, Piccolo, Stephen R, Pölsterl, Sebastian, Polewko-Klim, Aneta, Rao, Karthik, Ren, Xiang, Rocha, Miguel, Rudnicki, Witold R., Ryan, Charles J, Ryu, Hyunnam, Sartor, Oliver, Scherb, Hagen, Sehgal, Raghav, Seyednasrollah, Fatemeh, Shang, Jingbo, Shao, Bin, Shen, Liji, Sher, Howard, Shiga, Motoki, Sokolov, Artem, Söllner, Julia F, Song, Lei, Soule, Howard, Stolovitzky, Gustavo, Stuart, Josh, Sun, Ren, Sweeney, Christopher J, Tahmasebi, Nazanin, Tan, Kar-Tong, Tomaziu, Lisbeth, Usset, Joseph, Vang, Yeeleng S, Vega, Roberto, Vieira, Vitor, Wang, David, Wang, Difei, Wang, Junmei, Wang, Lichao, Wang, Sheng, Wang, Tao, Wang, Yue, Wolfinger, Russ, Wong, Chris, Wu, Zhenke, Xiao, Jinfeng, Xie, Xiaohui, Xie, Yang, Xin, Doris, Yang, Hojin, Yu, Nancy, Yu, Thomas, Yu, Xiang, Zahedi, Sulmaz, Zanin, Massimiliano, Zhang, Chihao, Zhang, Jingwen, Zhang, Shihua, Zhang, Yanchun, Zhou, Fang Liz, Zhu, Hongtu, Zhu, Shanfeng, and Zhu, Yuxin. “Prediction of overall survival for patients with metastatic castration-resistant prostate cancer. Development of a prognostic model through a crowdsourced challenge with open clinical trial data”. The Lancet Oncology 18.1 (2016): 132-142.

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