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Fundamentals of Clinical Data Science
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Fundamentals of Clinical Data Science

Pieter Kubben editor.; Michel Dumontier editor.; Andre Dekker editor.

Cham : Springer International Publishing : Imprint: Springer ; 2019

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Using the Personal Health Train for Automated and Privacy-Preserving Analytics on Vertically Partitioned Data

Van Soest, Johan ; Sun, Chang ; Mussmann, Ole ; Puts, Marco ; Van Den Berg, Bob ; Malic, Alexander ; Van Oppen, Claudia ; Towend, David ; Dekker, Andre ; Dumontier, Michel

Studies in health technology and informatics, 2018, Vol.247, pp.581-585 [Rivista Peer Reviewed]

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Analyzing Partitioned FAIR Health Data Responsibly

Sun, Chang ; Ippel, Lianne ; Wouters, Birgit ; Van Soest, Johan ; Malic, Alexander ; Adekunle, Onaopepo ; Berg, Bob Van Den ; Puts, Marco ; Mussmann, Ole ; Koster, Annemarie ; Van Der Kallen, Carla ; Townend, David ; Dekker, Andre ; Dumontier, Michel

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Analyzing Partitioned FAIR Health Data Responsibly

Sun, Chang ; Ippel, Lianne ; Wouters, Birgit ; Soest, Johan van ; Malic, Alexander ; Adekunle, Onaopepo ; Berg, Bob van den ; Puts, Marco ; Mussmann, Ole ; Koster, Annemarie ; Kallen, Carla van der ; Townend, David ; Dekker, Andre ; Dumontier, Michel ; Institute of Data Science ; RS: FSE IDS ; RS: GROW - R2 - Innovative Cancer Diagnostics & Therapy ; Sociale Geneeskunde ; RS: CAPHRI - R4 - Inequity, Participation and Globalisation ; Interne Geneeskunde ; RS: CARIM - R3.01 - Vascular complications of diabetes and the metabolic syndrome ; Metamedica ; RS: FdR Institute IGIR ; Radiotherapie

arXiv, 2018, pp.1-6

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Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis

Sieberts, Solveig K. ; Zhu, Fan ; García-García, Javier ; Stahl, Eli ; Pratap, Abhishek ; Pandey, Gaurav ; Pappas, Dimitrios ; Aguilar, Daniel ; Anton, Bernat ; Bonet, Jaume ; Eksi, Ridvan ; Fornés, Oriol ; Guney, Emre ; Li, Hongdong ; Marín, Manuel Alejandro ; Panwar, Bharat ; Planas-Iglesias, Joan ; Poglayen, Daniel ; Cui, Jing ; Falcao, Andre O. ; Suver, Christine ; Hoff, Bruce ; Balagurusamy, Venkat S. K. ; Dillenberger, Donna ; Neto, Elias Chaibub ; Norman, Thea ; Aittokallio, Tero ; Ammad-Ud-Din, Muhammad ; Azencott, Chloe-Agathe ; Bellón, Víctor ; Boeva, Valentina ; Bunte, Kerstin ; Chheda, Himanshu ; Cheng, Lu ; Corander, Jukka ; Dumontier, Michel ; Goldenberg, Anna ; Gopalacharyulu, Peddinti ; Hajiloo, Mohsen ; Hidru, Daniel ; Jaiswal, Alok ; Kaski, Samuel ; Khalfaoui, Beyrem ; Khan, Suleiman Ali ; Kramer, Eric R. ; Marttinen, Pekka ; Mezlini, Aziz M. ; Molparia, Bhuvan ; Pirinen, Matti ; Saarela, Janna ; Samwald, Matthias ; Stoven, Véronique ; Tang, Hao ; Tang, Jing ; Torkamani, Ali ; Vert, Jean-Phillipe ; Wang, Bo ; Wang, Tao ; Wennerberg, Krister ; Wineinger, Nathan E. ; Xiao, Guanghua ; Xie, Yang ; Yeung, Rae ; Zhan, Xiaowei ; Zhao, Cheng ; Calaza, Manuel ; Elmarakeby, Haitham ; Heath, Lenwood S. ; Long, Quan ; Moore, Jonathan D. ; Opiyo, Stephen Obol ; Savage, Richard S. ; Zhu, Jun ; Greenberg, Jeff ; Kremer, Joel ; Michaud, Kaleb ; Barton, Anne ; Coenen, Marieke ; Mariette, Xavier ; Miceli, Corinne ; Shadick, Nancy ; Weinblatt, Michael ; De Vries, Niek ; Tak, Paul P. ; Gerlag, Danielle ; Huizinga, Tom W. J. ; Kurreeman, Fina ; Allaart, Cornelia F. ; Louis Bridges Jr., S. ; Criswell, Lindsey ; Moreland, Larry ; Klareskog, Lars ; Saevarsdottir, Saedis ; Padyukov, Leonid ; Gregersen, Peter K. ; Friend, Stephen ; Plenge, Robert ; Stolovitzky, Gustavo ; Oliva, Baldo ; Guan, Yuanfang ; Mangravite, Lara M.

Sieberts, S. K., F. Zhu, J. García-García, E. Stahl, A. Pratap, G. Pandey, D. Pappas, et al. 2016. “Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis.” Nature Communications 7 (1): 12460. doi:10.1038/ncomms12460. http://dx.doi.org/10.1038/ncomms12460. [Rivista Peer Reviewed]

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Erratum: Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis

Solveig K. Sieberts ; Fan Zhu ; Javier García-García ; Eli Stahl ; Abhishek Pratap ; Gaurav Pandey ; Dimitrios Pappas ; Daniel Aguilar ; Bernat Anton ; Jaume Bonet ; Ridvan Eksi ; Oriol Fornés ; Emre Guney ; Hongdong Li ; Manuel Alejandro Marín ; Bharat Panwar ; Joan Planas-Iglesias ; Daniel Poglayen ; Jing Cui ; Andre O. Falcao ; Christine Suver ; Bruce Hoff ; Venkat S. K. Balagurusamy ; Donna Dillenberger ; Elias Chaibub Neto ; Thea Norman ; Tero Aittokallio ; Muhammad Ammad-Ud-Din ; Chloe-Agathe Azencott ; Víctor Bellón ; Valentina Boeva ; Kerstin Bunte ; Himanshu Chheda ; Lu Cheng ; Jukka Corander ; Michel Dumontier ; Anna Goldenberg ; Peddinti Gopalacharyulu ; Mohsen Hajiloo ; Daniel Hidru ; Alok Jaiswal ; Samuel Kaski ; Beyrem Khalfaoui ; Suleiman Ali Khan ; Eric R. Kramer ; Pekka Marttinen ; Aziz M. Mezlini ; Bhuvan Molparia ; Matti Pirinen ; Janna Saarela ; Matthias Samwald ; Véronique Stoven ; Hao Tang ; Jing Tang ; Ali Torkamani ; Jean-Phillipe Vert ; Bo Wang ; Tao Wang ; Krister Wennerberg ; Nathan E. Wineinger ; Guanghua Xiao ; Yang Xie ; Rae Yeung ; Xiaowei Zhan ; Cheng Zhao ; Jeff Greenberg ; Joel Kremer ; Kaleb Michaud ; Anne Barton ; Marieke Coenen ; Xavier Mariette ; Corinne Miceli ; Nancy Shadick ; Michael Weinblatt ; Niek De Vries ; Paul P. Tak ; Danielle Gerlag ; Tom W. J. Huizinga ; Fina Kurreeman ; Cornelia F. Allaart ; S. Louis Bridges Jr. ; Lindsey Criswell ; Larry Moreland ; Lars Klareskog ; Saedis Saevarsdottir ; Leonid Padyukov ; Peter K. Gregersen ; Stephen Friend ; Robert Plenge ; Gustavo Stolovitzky ; Baldo Oliva ; Yuanfang Guan ; Lara M. Mangravite

Nature Communications, 2016, Vol.7 [Rivista Peer Reviewed]

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Fundamentals of Clinical Data Science
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Libro
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Fundamentals of Clinical Data Science

Kubben, Pieter ; Dumontier, Michel ; Dekker, Andre

Cham: Springer ; 2019

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Clinical Decision Support Systems

Wasylewicz, A.T.M. ; Hoeks, Anne-Marie ; Kubben, Pieters ; Dumontier, Michel ; Dekker, Andre ; MUMC+: B&L Med. Staf KLF & T ; RS: FHML non-thematic output

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Prediction Modeling Methodology

Dankers, Frank ; Traverso, Alberto ; Wee, Leonard ; van Kuijk, Sander ; Kubben, Pieters ; Dumontier, Michel ; Dekker, Andre ; RS: GROW - R2 - Innovative Cancer Diagnostics & Therapy ; Radiotherapie ; RS: CAPHRI - R2 - Creating Value-Based Health Care ; MUMC+: TZ-K Kemta ; Epidemiologie ; Promovendi ODB

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Data at scale

Traverso, Alberto ; Dankers, Frank ; Wee, Leonard ; van Kuijk, Sander ; Kubben, Pieters ; Dumontier, Michel ; Dekker, Andre ; RS: GROW - R2 - Innovative Cancer Diagnostics & Therapy ; Promovendi ODB ; Radiotherapie ; RS: CAPHRI - R2 - Creating Value-Based Health Care ; MUMC+: TZ-K Kemta ; Epidemiologie

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da questo autore/creatore:

  1. Dumontier, Michel
  2. Dekker, Andre
  3. Stolovitzky, Gustavo
  4. Guney, Emre
  5. Goldenberg, Anna

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