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

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

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DOI: 10.1016/s1470-2045(16)30560-5
Published: 2017-01
Container: The Lancet Oncology
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/s1470-2045-16-30560-5,
  title = {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},
  author = {Justin Guinney and Tao Wang and Teemu D Laajala and Kimberly Kanigel Winner and J Christopher Bare and Elias Chaibub Neto and Suleiman A Khan and Gopal Peddinti and Antti Airola and Tapio Pahikkala and Tuomas Mirtti and Thomas Yu and Brian M Bot and Liji Shen and Kald Abdallah and Thea Norman and Stephen Friend and Gustavo Stolovitzky and Howard Soule and Christopher J Sweeney and Charles J Ryan and Howard I Scher and Oliver Sartor and Yang Xie and Tero Aittokallio and Fang Liz Zhou and James C Costello and Kald Abdallah and Tero Aittokallio and Antti Airola and Catalina Anghe and Helia Azima and Robert Baertsch and Pedro J Ballester and Chris Bare and Vinayak Bhandari and Brian M Bot and Cuong C Dang and Maria Bekker-Nielsen Dunbar and Ann-Sophie Buchardt and Ljubomir Buturovic and Da Cao and Prabhakar Chalise and Junwoo Cho and Tzu-Ming Chu and R Yates Coley and Sailesh Conjeti and Sara Correia and James C Costello and Ziwei Dai and Junqiang Dai and Philip Dargatz and Sam Delavarkhan and Detian Deng and Ankur Dhanik and Yu Du and Aparna Elangovan and Shellie Ellis and Laura L Elo and Shadrielle M Espiritu and Fan Fan and Ashkan B Farshi and Ana Freitas and Brooke Fridley and Stephen Friend and Christiane Fuchs and Eyal Gofer and Gopalacharyulu Peddinti and Stefan Graw and Russ Greiner and Yuanfang Guan and Justin Guinney and Jing Guo and Pankaj Gupta and Anna I Guyer and Jiawei Han and Niels R Hansen and Billy HW Chang and Outi Hirvonen and Barbara Huang and Chao Huang and Jinseub Hwang and Joseph G Ibrahim and Vivek Jayaswa and Jouhyun Jeon and Zhicheng Ji and Deekshith Juvvadi and Sirkku Jyrkkiö and Kimberly Kanigel-Winner and Amin Katouzian and Marat D Kazanov and Suleiman A Khan and Shahin Khayyer and Dalho Kim and Agnieszka K Golinska and Devin Koestler and Fernanda Kokowicz and Ivan Kondofersky and Norbert Krautenbacher and Damjan Krstajic and Luke Kumar and Christoph Kurz and Matthew Kyan and Teemu D Laajala and Michael Laimighofer and Eunjee Lee and Wojciech Lesinski and Miaozhu Li and Ye Li and Qiuyu Lian and Xiaotao Liang and Minseong Lim and Henry Lin and Xihui Lin and Jing Lu and Mehrad Mahmoudian and Roozbeh Manshaei and Richard Meier and Dejan Miljkovic and Tuomas Mirtti and Krzysztof Mnich and Nassir Navab and Elias C Neto and Yulia Newton and Thea Norman and Tapio Pahikkala and Subhabrata Pal and Byeongju Park and Jaykumar Patel and Swetabh Pathak and Alejandrina Pattin and Donna P Ankerst and Jian Peng and Anne H Petersen and Robin Philip and Stephen R Piccolo and Sebastian Pölsterl and Aneta Polewko-Klim and Karthik Rao and Xiang Ren and Miguel Rocha and Witold R. Rudnicki and Charles J Ryan and Hyunnam Ryu and Oliver Sartor and Hagen Scherb and Raghav Sehgal and Fatemeh Seyednasrollah and Jingbo Shang and Bin Shao and Liji Shen and Howard Sher and Motoki Shiga and Artem Sokolov and Julia F Söllner and Lei Song and Howard Soule and Gustavo Stolovitzky and Josh Stuart and Ren Sun and Christopher J Sweeney and Nazanin Tahmasebi and Kar-Tong Tan and Lisbeth Tomaziu and Joseph Usset and Yeeleng S Vang and Roberto Vega and Vitor Vieira and David Wang and Difei Wang and Junmei Wang and Lichao Wang and Sheng Wang and Tao Wang and Yue Wang and Russ Wolfinger and Chris Wong and Zhenke Wu and Jinfeng Xiao and Xiaohui Xie and Yang Xie and Doris Xin and Hojin Yang and Nancy Yu and Thomas Yu and Xiang Yu and Sulmaz Zahedi and Massimiliano Zanin and Chihao Zhang and Jingwen Zhang and Shihua Zhang and Yanchun Zhang and Fang Liz Zhou and Hongtu Zhu and Shanfeng Zhu and Yuxin Zhu},
  year = {2017},
  journal = {The Lancet Oncology},
  doi = {10.1016/s1470-2045(16)30560-5},
  url = {https://doi.org/10.1016/s1470-2045(16)30560-5}
}

RIS

TY  - JOUR
TI  - 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
AU  - Justin Guinney
AU  - Tao Wang
AU  - Teemu D Laajala
AU  - Kimberly Kanigel Winner
AU  - J Christopher Bare
AU  - Elias Chaibub Neto
AU  - Suleiman A Khan
AU  - Gopal Peddinti
AU  - Antti Airola
AU  - Tapio Pahikkala
AU  - Tuomas Mirtti
AU  - Thomas Yu
AU  - Brian M Bot
AU  - Liji Shen
AU  - Kald Abdallah
AU  - Thea Norman
AU  - Stephen Friend
AU  - Gustavo Stolovitzky
AU  - Howard Soule
AU  - Christopher J Sweeney
AU  - Charles J Ryan
AU  - Howard I Scher
AU  - Oliver Sartor
AU  - Yang Xie
AU  - Tero Aittokallio
AU  - Fang Liz Zhou
AU  - James C Costello
AU  - Kald Abdallah
AU  - Tero Aittokallio
AU  - Antti Airola
AU  - Catalina Anghe
AU  - Helia Azima
AU  - Robert Baertsch
AU  - Pedro J Ballester
AU  - Chris Bare
AU  - Vinayak Bhandari
AU  - Brian M Bot
AU  - Cuong C Dang
AU  - Maria Bekker-Nielsen Dunbar
AU  - Ann-Sophie Buchardt
AU  - Ljubomir Buturovic
AU  - Da Cao
AU  - Prabhakar Chalise
AU  - Junwoo Cho
AU  - Tzu-Ming Chu
AU  - R Yates Coley
AU  - Sailesh Conjeti
AU  - Sara Correia
AU  - James C Costello
AU  - Ziwei Dai
AU  - Junqiang Dai
AU  - Philip Dargatz
AU  - Sam Delavarkhan
AU  - Detian Deng
AU  - Ankur Dhanik
AU  - Yu Du
AU  - Aparna Elangovan
AU  - Shellie Ellis
AU  - Laura L Elo
AU  - Shadrielle M Espiritu
AU  - Fan Fan
AU  - Ashkan B Farshi
AU  - Ana Freitas
AU  - Brooke Fridley
AU  - Stephen Friend
AU  - Christiane Fuchs
AU  - Eyal Gofer
AU  - Gopalacharyulu Peddinti
AU  - Stefan Graw
AU  - Russ Greiner
AU  - Yuanfang Guan
AU  - Justin Guinney
AU  - Jing Guo
AU  - Pankaj Gupta
AU  - Anna I Guyer
AU  - Jiawei Han
AU  - Niels R Hansen
AU  - Billy HW Chang
AU  - Outi Hirvonen
AU  - Barbara Huang
AU  - Chao Huang
AU  - Jinseub Hwang
AU  - Joseph G Ibrahim
AU  - Vivek Jayaswa
AU  - Jouhyun Jeon
AU  - Zhicheng Ji
AU  - Deekshith Juvvadi
AU  - Sirkku Jyrkkiö
AU  - Kimberly Kanigel-Winner
AU  - Amin Katouzian
AU  - Marat D Kazanov
AU  - Suleiman A Khan
AU  - Shahin Khayyer
AU  - Dalho Kim
AU  - Agnieszka K Golinska
AU  - Devin Koestler
AU  - Fernanda Kokowicz
AU  - Ivan Kondofersky
AU  - Norbert Krautenbacher
AU  - Damjan Krstajic
AU  - Luke Kumar
AU  - Christoph Kurz
AU  - Matthew Kyan
AU  - Teemu D Laajala
AU  - Michael Laimighofer
AU  - Eunjee Lee
AU  - Wojciech Lesinski
AU  - Miaozhu Li
AU  - Ye Li
AU  - Qiuyu Lian
AU  - Xiaotao Liang
AU  - Minseong Lim
AU  - Henry Lin
AU  - Xihui Lin
AU  - Jing Lu
AU  - Mehrad Mahmoudian
AU  - Roozbeh Manshaei
AU  - Richard Meier
AU  - Dejan Miljkovic
AU  - Tuomas Mirtti
AU  - Krzysztof Mnich
AU  - Nassir Navab
AU  - Elias C Neto
AU  - Yulia Newton
AU  - Thea Norman
AU  - Tapio Pahikkala
AU  - Subhabrata Pal
AU  - Byeongju Park
AU  - Jaykumar Patel
AU  - Swetabh Pathak
AU  - Alejandrina Pattin
AU  - Donna P Ankerst
AU  - Jian Peng
AU  - Anne H Petersen
AU  - Robin Philip
AU  - Stephen R Piccolo
AU  - Sebastian Pölsterl
AU  - Aneta Polewko-Klim
AU  - Karthik Rao
AU  - Xiang Ren
AU  - Miguel Rocha
AU  - Witold R. Rudnicki
AU  - Charles J Ryan
AU  - Hyunnam Ryu
AU  - Oliver Sartor
AU  - Hagen Scherb
AU  - Raghav Sehgal
AU  - Fatemeh Seyednasrollah
AU  - Jingbo Shang
AU  - Bin Shao
AU  - Liji Shen
AU  - Howard Sher
AU  - Motoki Shiga
AU  - Artem Sokolov
AU  - Julia F Söllner
AU  - Lei Song
AU  - Howard Soule
AU  - Gustavo Stolovitzky
AU  - Josh Stuart
AU  - Ren Sun
AU  - Christopher J Sweeney
AU  - Nazanin Tahmasebi
AU  - Kar-Tong Tan
AU  - Lisbeth Tomaziu
AU  - Joseph Usset
AU  - Yeeleng S Vang
AU  - Roberto Vega
AU  - Vitor Vieira
AU  - David Wang
AU  - Difei Wang
AU  - Junmei Wang
AU  - Lichao Wang
AU  - Sheng Wang
AU  - Tao Wang
AU  - Yue Wang
AU  - Russ Wolfinger
AU  - Chris Wong
AU  - Zhenke Wu
AU  - Jinfeng Xiao
AU  - Xiaohui Xie
AU  - Yang Xie
AU  - Doris Xin
AU  - Hojin Yang
AU  - Nancy Yu
AU  - Thomas Yu
AU  - Xiang Yu
AU  - Sulmaz Zahedi
AU  - Massimiliano Zanin
AU  - Chihao Zhang
AU  - Jingwen Zhang
AU  - Shihua Zhang
AU  - Yanchun Zhang
AU  - Fang Liz Zhou
AU  - Hongtu Zhu
AU  - Shanfeng Zhu
AU  - Yuxin Zhu
PY  - 2017
JO  - The Lancet Oncology
DO  - 10.1016/s1470-2045(16)30560-5
UR  - https://doi.org/10.1016/s1470-2045(16)30560-5
ER  -

APA

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., Buchardt, A., Buturovic, L., Cao, D., Chalise, P., Cho, J., Chu, T., 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., 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., 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. (2017). 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. https://doi.org/10.1016/s1470-2045(16)30560-5

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