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ESR14 - IBM Israel (Chen Yanover)

ESR14 will develop and apply causal inference methods to high dimensional healthcare data with Chen Yanover at the Healthcare Informatics Department in IBM Research - Haifa, Israel. See http://bit.ly/PHDhealthcare and http://ibm.biz/ML4HcLS for more details.

Supervisor: Dr. Chen Yanover
Availability: This position is available.
Offered by: IBM Israel
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR13 - Qlucore (Magnus Fontes)

ESR13 will work on "Visualization of Deep Learning on Biomedical Data for Improved Interpretability" with Magnus Fontes at Qlucore in Lund, Sweden.

Availability: This position is available.
Offered by: Qlucore
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR12 - University Paris Diderot (Florence Demenais)

ESR12 will work on "Integration of multi-omics data and disease-related phenotypes for better disease risk prediction" with Florence Demenais at the University Paris Diderot, in Paris, France.

Supervisor: Prof. Dr. Florence Demenais
Availability: This position is available.
Offered by: Université Paris Diderot - Paris 7
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR11 - ARMINES (Chloé-Agathe Azencott)

ESR11 will work on learning from multi-modal data to improve cancer treatment with Chloé-Agathe Azencott at ARMINES/Mines ParisTech in Paris, France. For a more detailed description, see: http://cazencott.info/dotclear/public/offers/phd_proposal_mlfpm_esr11.pdf

Supervisor: Dr. Chloe-Agathe Azencott
Availability: This position is available.
Offered by: ARMINES
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR10 - UC3M (Antonio Artés)

ESR10 will work on “Personalized health trajectories” with Antonio Artés at Universidad Carlos III de Madrid in Madrid, Spain.

Supervisor: Antonio Artés Rodríguez
Availability: This position is available.
Offered by: Universidad Carlos III de Madrid
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR9 - FPS (Joaquin Dopazo)

ESR 9 will work on “Machine learning for the discovery of new functional and regulatory gene networks” with Joaquin Dopazo at Fundación Pública Andaluza Progreso y Salud (FPS) in Sevilla, Spain.

Supervisor: Dr. Joaquin Dopazo
Availability: This position is available.
Offered by: Fundación Pública Andaluza Progreso y Salud
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR8 - STACC (Jaak Vilo, Meelis Kull and Sven Laur)

ESR8 will be "Predicting patient trajectories and outcomes from national level data" with Jaak Vilo, Meelis Kull and Sven Laur at STACC Ltd in Tartu, Estonia.

Supervisor: Prof. Dr. Jaak Vilo
Availability: This position is available.
Offered by: STACC
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR7 - University of Tartu (Krista Fischer)

ESR7 will work on "Methodology for discovery and validation of omics-based predictors for follow-up data in large population-based biobanks" with Krista Fischer at the University of Tartu in Tartu, Estonia.

Supervisor: Dr. Krista Fischer
Availability: This position is available.
Offered by: University of Tartu
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR6 - Siemens Healthcare GmbH (Tobias Heimann and Volker Tresp)

ESR6 will work on “Clinical decision support for precision medicine” with Tobias Heimann and Volker Tresp at Siemens Healthcare GmbH in Erlangen, Germany.

Supervisor: Dr. Tobias Heimann
Availability: This position is available.
Offered by: Siemens Healthcare GmbH
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR5 - Max Planck Institute for Intelligent Systems in Tübigen (Bernhard Schölkopf)

ESR5 will work on “Deep representations of somatic mutations and germline variants for cancer Research” with Bernhard Schölkopf at the Max Planck Institute for Intelligent Systems in Tübigen, Germany.

Supervisor: Prof. Dr. Bernhard Schölkopf
Availability: This position is available.
Offered by: Max Planck Institute for Intelligent Systems
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR4 - Max Planck Institute of Psychiatry (Bertram Müller-Myhsok)

ESR4 will work on methods for subtype detection in high-dimensional data with a special focus on longitudinal data with Bertram Müller-Myhsok at the Max Planck Institute of Psychiatry in Munich, Germany.

Supervisor: Prof. Dr. Bertram Müller-Myhsok
Availability: This position is available.
Offered by: Max Planck Institute of Psychiatry
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR3 - University of Liege (Kristel Van Steen)

ESR3 will work on “Comparison of heterogeneous or uncertain network structures” with Kristel Van Steen at University of Liege, Belgium.

Supervisor: Prof. Dr. Dr. Kristel Van Steen
Availability: This position is available.
Offered by: University of Liege
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR2 – ETH Zürich (Gunnar Rätsch)

ESR2 will work on “Treatment optimisation with patient state Representations and inverse reinforcement learning” with Gunnar Rätsch at ETH Zürich in Zürich, Switzerland.

Supervisor: Prof. Dr. Gunnar Rätsch
Availability: This position is available.
Offered by: ETH Zürich - INFK
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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ESR1 - ETH Zürich (Karsten Borgwardt)

ESR1 will work on "Machine Learning for Biological Network Analysis" with Karsten Borgwardt at ETH Zürich in Basel, Switzerland.

Availability: This position is available.
Offered by: ETH Zürich - BSSE
Application deadline:Applications are accepted between December 18, 2018 00:00 and January 15, 2019 23:59 (Europe/Zurich)

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