| 2011 | CIARP | Gray Box Model with an SVM to Represent the Influence of PaCO2 on the Cerebral Blood Flow Autoregulation. | Max Chacn, Mariela Severino, Ronney Panerai |
| 2009 | IJCCI | Comparison between SVM and ANN for Modeling the Cerebral Autoregulation Blood Flow System. | Max Chacn, Claudio Araya, Marcela Muoz, Ronney Panerai |
| 2007 | CIARP | Modification of the Growing Neural Gas Algorithm for Cluster Analysis. | Fernando Canales, Max Chacn |
| 2006 | CIARP | Support Vector Machine with External Recurrences for Modeling Dynamic Cerebral Autoregulation. | Max Chacn, Darwin Diaz, Luis Ros, David H. Evans, Ronney Panerai |
| 2005 | CIARP | Nonlinear Modeling of Dynamic Cerebral Autoregulation Using Recurrent Neural Networks. | Max Chacn, Cristopher Blanco, Ronney Panerai, David H. Evans |
| 2005 | CIARP | A Simple Feature Reduction Method for the Detection of Long Biological Signals. | Max Chacn, Sergio Jara, Carlos Defilippi, Ana Madrid, Claudia Defilippi |
| 2005 | ISNN | Neural Grey Box Model for Power Estimation in Semiautogenous Mill. | Tito Valenzuela, Karina Carvajal, Gonzalo Acua, Max Chacn, Luis Magne |
| 2004 | CIARP | Causal Networks for Modeling Health Technology Utilization in Intensive Care Units. | Max Chacn, Brenda Maureira |
| 2003 | CIARP | Patients Classification by Risk Using Cluster Analysis and Genetic Algorithms. | Max Chacn, Oreste Luci |