Mathématiques et Informatique pour la Complexité et les Systèmes (MICS)

Laboratory presentation

MICS designs, models, and simulates complex systems in varied fields (ranging from biology to finance). The EDP/HPC team focuses on the analysis of partial differential equations in several domains (medicine, finance, physics), the LogiMAS team studies modelling and data visualisation in business intelligence, and the Statistics and probabilities team studies random processes (with applications ranging from microlocal analysis to statistics applied to the industry)

The 20 latest publications

Title Authors Publication date Source
Better than RECIST and Faster than iRECIST: Defining the Immunotherapy Progression Decision Score to Better Manage Progressive Tumors on Immunotherapy Younes Belkouchi, Hugues Talbot 04/14/23 Clinical Cancer Research
A decomposition based minimax regret approach for inverse multiple criteria sorting problem Özgür Özpeynirci, Selin Özpeynirci, Vincent Mousseau 03/01/23 4OR
Multiple criteria sorting models and methods—Part I: survey of the literature Vincent Mousseau, Wassila Ouerdane 03/01/23 4OR
Artificial intelligence in lung cancer: current applications and perspectives Maria Vakalopoulou 03/01/23 Japanese Journal of Radiology
Abstract Categorical Logic Marc Aiguier 03/01/23 Logica Universalis
Asynchronous global–local non-invasive coupling for linear elliptic problems Ahmed El Kerim, Frédéric Magoulès 03/01/23 Computer Methods in Applied Mechanics and Engineering
Non-linear shrinkage of the price return covariance matrix is far from optimal for portfolio optimization Christian Bongiorno, Damien Challet 03/01/23 Finance Research Letters
The risk of valvular heart disease in the French Childhood Cancer Survivors’ Study: Contribution of dose-volume histogram parameters Stefania Chounta, Sarah Lemler, Mahmoud Bentriou, Véronique Letort 03/01/23 Radiotherapy and Oncology
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning Theo Estienne, Maria Vakalopoulou 03/01/23 IEEE Transactions on Medical Imaging
CustOmics: A versatile deep-learning based strategy for multi-omics integration Hakim Benkirane, Yoann Pradat, Paul Henry Cournède 03/01/23 PLoS Computational Biology
Deep neural network automated segmentation of cellular structures in volume electron microscopy Mihir Sahasrabudhe 02/06/23 Journal of Cell Biology
Ranking with Multiple Reference Points: Efficient SAT-based learning procedures Vincent Mousseau, Wassila Ouerdane 02/01/23 Computers and Operations Research
Applications of artificial intelligence for patients with peripheral artery disease Marion Carrier, Cédric Adam 02/01/23 Journal of Vascular Surgery
A nonlocal electron transport model in the diffusion scaling of hydrodynamics O. Michel, P. Lafitte 02/01/23 Physics of Plasmas
Filtering time-dependent covariance matrices using time-independent eigenvalues Christian Bongiorno, Damien Challet 02/01/23 Journal of Statistical Mechanics: Theory and Experiment
Greenhouse Gases Emissions: Estimating Corporate Non-Reported Emissions Using Interpretable Machine Learning Jérémi Assael 02/01/23 Sustainability
Statistical Inference of Lead-Lag Between Asynchronous Time Series from P-Values of Transfer Entropy at Various Timescales Christian Bongiorno, Damien Challet 01/01/23 Studies in Computational Intelligence
Multiple criteria sorting models and methods. Part II: theoretical results and general issues Vincent Mousseau, Wassila Ouerdane 01/01/23 4OR
AutoComBat: a generic method for harmonizing MRI-based radiomic features Enzo Battistella 12/01/22 Scientific Reports
Investigation of radiomics based intra-patient inter-tumor heterogeneity and the impact of tumor subsampling strategies Marvin Lerousseau, Theo Estienne 12/01/22 Scientific Reports

Number of publications of the laboratory by scientific field (2016-2021)

Every paper can be classified in one or more scientific fields. The figure below shows the lab's number of publications in each scientific field, according to the ASJC classification (Elsevier)