Inférence causale, modélisation prédictive et décision médicale.

Inférence causale, modélisation prédictive et décision médicale.

La prise de décision médicale se définit par le choix du traitement de la maladie, dans l’attente d’un résultat probable tentant de maximiser les bénéfices sur la santé du patient. Ce choix de traitement doit donc reposer sur les preuves scientifiques de son efficacité, ce qui renvoie à une probléma...

Full description

Bibliographic Details
Main Author:	Nguyên, Tri Long
Other Authors:	Montpellier
Language:	en
Published:	2016
Subjects:	Modèle prédictif Inférence causale Décision médicale Predictive modeling Causal inference Medical decision-Making
Online Access:	http://www.theses.fr/2016MONTT028

Similar Items

Context modulates the contribution of time and space in causal inference
by: Adam J Woods, et al.
Published: (2012-10-01)

Finding common support and assessing matching methods for causal inference
by: Mahmood, Sharif
Published: (2017)

Causal Inference via Algebraic Geometry: Feasibility Tests for Functional Causal Structures with Two Binary Observed Variables
by: Lee Ciarán M., et al.
Published: (2017-03-01)

Applications of machine learning to agricultural land values: prediction and causal inference
by: Er, Emrah
Published: (2018)

Algorithms of causal inference for the analysis of effective connectivity among brain regions
by: Daniel eChicharro, et al.
Published: (2014-07-01)

A scoping review of causal methods enabling predictions under hypothetical interventions
by: Lijing Lin, et al.
Published: (2021-02-01)

Methodological problems in causal inference, with reference to transitional justice
by: Lee, Byung-Jae
Published: (2014)

Are Jurors Intuitive Statisticians? Bayesian Causal Reasoning in Legal Contexts
by: Tamara Shengelia, et al.
Published: (2021-02-01)

Motivated Explanation
by: Richard ePatterson, et al.
Published: (2015-10-01)

Causal inference as an emerging statistical approach in neurology: an example for epilepsy in the elderly
by: Moura LMVR, et al.
Published: (2016-12-01)

The MR-Base platform supports systematic causal inference across the human phenome
by: Gibran Hemani, et al.
Published: (2018-05-01)

Risk, Trust, and Bias: Causal Regulators of Biometric-Enabled Decision Support
by: Kenneth Lai, et al.
Published: (2020-01-01)

Privileged (Default) Causal Cognition: A Mathematical Analysis
by: David Danks
Published: (2018-04-01)

A Recipe for inferference: Start with Causal Inference. Add Interference. Mix Well with R.
by: Bradley C. Saul, et al.
Published: (2017-11-01)

Confounding in Studies on Metacognition: A Preliminary Causal Analysis Framework
by: Borysław Paulewicz, et al.
Published: (2020-08-01)

Sex differences in the inference and perception of causal relations within a video game
by: Michael E. Young
Published: (2014-08-01)

Analysis of cause-effect inference by comparing regression errors
by: Patrick Blöbaum, et al.
Published: (2019-01-01)

Machine Learning for Causal Inference in Biological Networks: Perspectives of This Challenge
by: Paola Lecca
Published: (2021-09-01)

Essays on Causal Inference for Public Policy
by: Zajonc, Tristan
Published: (2012)

A Combinatorial Solution to Causal Compatibility
by: Fraser Thomas C.
Published: (2020-07-01)

Causal assumptions : some responses to Nancy Cartwright
by: Kristtorn, Sonje
Published: (2007)

Variable Selection in Causal Inference using a Simultaneous Penalization Method
by: Ertefaie Ashkan, et al.
Published: (2018-03-01)

The effect of temporal information among events on Bayesian causal inference in rats
by: Kosuke eSawa, et al.
Published: (2014-10-01)

Data-based intervention approach for Complexity-Causality measure
by: Aditi Kathpalia, et al.
Published: (2019-05-01)

MatchIt: Nonparametric Preprocessing for Parametric Causal Inference
by: Daniel Ho, et al.
Published: (2011-08-01)

InferBERT: A Transformer-Based Causal Inference Framework for Enhancing Pharmacovigilance
by: Xingqiao Wang, et al.
Published: (2021-05-01)

How causal information affects decisions
by: Min Zheng, et al.
Published: (2020-02-01)

Past-oriented and Future-oriented Causal Uncertainty
by: Gonzalez, Jessica
Published: (2011)

Three Essays in Causal Inference
by: Sauley, Beau
Published: (2021)

Propensity Score for Causal Inference of Multiple and Multivalued Treatments
by: Gu, Zirui
Published: (2016)

Causal Diagrams: Pitfalls and Tips
by: Etsuji Suzuki, et al.
Published: (2020-04-01)

The Inflation Technique for Causal Inference with Latent Variables
by: Wolfe Elie, et al.
Published: (2019-09-01)

How multiple causes combine: independence constraints on causal inference
by: Mimi eLiljeholm
Published: (2015-08-01)

Warranting the use of causal claims
by: Menno Rol, et al.
Published: (2012-06-01)

On Storks and Babies: Correlation, Causality and Field Experiments
by: Lambrecht Anja, et al.
Published: (2016-11-01)

Estimating Individual Causal Effects
by: Lam, Patrick Kenneth
Published: (2013)

A Comparative Study on Experience from the View Point of Avicenna and The Inference of the Best Explanation
by: Reza Mohammad Alizadeh, et al.
Published: (2019-04-01)

Experimental assessment of static and dynamic algorithms for gene regulation inference from time series expression data
by: Miguel eLopes, et al.
Published: (2013-12-01)

A quantum probability account of individual differences in causal reasoning
by: Mistry, P.K, et al.
Published: (2018)

Causal Transcription Regulatory Network Inference Using Enhancer Activity as a Causal Anchor
by: Deepti Vipin, et al.
Published: (2018-11-01)

Cannot write session to /tmp/vufind_sessions/sess_edrs3abk8mit3pg82hsoln4g31