Clinical data science
A reproducible laboratory for acquiring, evaluating and documenting clinical data.
View materialsLearning by doing.
Sharing the method.
Courses and materials in computer vision, programming, data science and bioengineering. Teaching connects fundamental concepts with research problems.
Applied statistics
Statistics course materials and examples for research.
View materialsData management
Data preparation and analysis with a reproducible workflow.
View materialsGPU programming
Examples and exercises to explore parallel computing.
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TEACHING EXPERIENCE
Courses, seminars and tutorials.
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| Term | Course | Level | Institution |
|---|---|---|---|
| 2026-2 | Medical Imaging and Data Science | Graduate | UNAM |
| 2025-2 | Graphics Programming for Game Engines | Graduate | UNAM |
| 2025-2 | Biostatistics in Health | Graduate | UNAM |
| 2024-2 | Tutorial IV | Doctoral | Faculty of Medicine |
| 2024-2 | Selected Topics in Instrumentation: Biomedical Devices | Master's | Faculty of Engineering |
| 2024-2 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2024-2 | Clinical Placement I | Doctoral | Faculty of Medicine |
| 2024-1 | Selected Topics in Instrumentation: Biosensor Fundamentals | Master's | Faculty of Engineering |
| 2024-1 | Degree Completion Seminar | Master's | Institute of Applied Mathematics and Systems Research |
| 2024-1 | Research Seminar II | Master's | Institute of Applied Mathematics and Systems Research |
| 2023-2 | Selected Topics in Signals, Images and Virtual Environments (Computer Vision Methods in CUDA) | Master's | Institute of Applied Mathematics and Systems Research |
| 2023-2 | Selected Topics in Instrumentation: Biomedical Devices | Master's | Faculty of Engineering |
| 2023-2 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2023-1 | Selected Topics in Signals, Images and Virtual Environments (Computer Vision Methods in CUDA) | Master's | Institute of Applied Mathematics and Systems Research |
| 2023-1 | Selected Topics in Instrumentation: Biosensor Fundamentals | Master's | Faculty of Engineering |
| 2023-1 | Research Seminar II | Master's | Institute of Applied Mathematics and Systems Research |
| 2023-1 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2022-2 | Tutorial VI | Doctoral | Faculty of Medicine |
| 2022-2 | Selected Topics in Signals, Images and Virtual Environments | Master's | Institute of Applied Mathematics and Systems Research |
| 2022-2 | Selected Topics in Instrumentation | Master's | Faculty of Engineering |
| 2022-2 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2022-2 | Clinical Placement III | Doctoral | Faculty of Medicine |
| 2022-1 | Tutorial III | Doctoral | Faculty of Medicine |
| 2022-1 | Selected Topics in Biomathematics | Undergraduate | Faculty of Sciences |
| 2022-1 | Selected Topics in Signals, Images and Virtual Environments | Master's | Institute of Applied Mathematics and Systems Research |
| 2022-1 | Research Seminar II | Master's | Institute of Applied Mathematics and Systems Research |
| 2022-1 | Sociomedical Placement | Doctoral | Faculty of Medicine |
| 2021-2 | Tutorial VI | Doctoral | Faculty of Medicine |
| 2021-2 | Selected Topics in Signals, Images and Virtual Environments (Programming for Video Games) | Master's | Institute of Applied Mathematics and Systems Research |
| 2021-2 | Selected Topics in Instrumentation: Biomedical Devices | Master's | Faculty of Engineering |
| 2021-2 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2021-2 | Clinical Placement IV | Doctoral | Faculty of Medicine |
| 2021-1 | Selected Topics in Signals, Images and Virtual Environments (Programming for Video Games) | Master's | Institute of Applied Mathematics and Systems Research |
| 2021-1 | Research Seminar II | Master's | Institute of Applied Mathematics and Systems Research |
| 2020-2 | Selected Topics in Signals, Images and Virtual Environments (Programming for Video Games) | Master's | Institute of Applied Mathematics and Systems Research |
| 2020-2 | Selected Topics in Instrumentation: Biomedical Devices | Master's | Faculty of Engineering |
| 2020-2 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2020-1 | Selected Topics in Signals, Images and Virtual Environments (Programming for Video Games) | Master's | Institute of Applied Mathematics and Systems Research |
| 2020-1 | Research Seminar II | Master's | Institute of Applied Mathematics and Systems Research |
| 2019-2 | Selected Topics in Signals, Images and Virtual Environments: Computer Vision and Augmented Reality | Master's | Institute of Applied Mathematics and Systems Research |
| 2019-2 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2019-1 | Selected Topics in Signals, Images and Virtual Environments (Mixed Reality) | Master's | Institute of Applied Mathematics and Systems Research |
| 2019-1 | Selected Topics in Biomedical Instrumentation | Undergraduate | Faculty of Sciences |
| 2019-1 | Research Seminar II | Master's | Institute of Applied Mathematics and Systems Research |
| 2018-2 | Selected Topics in Signals, Images and Virtual Environments: Computer Vision Applied to Virtual Reality | Master's | Institute of Applied Mathematics and Systems Research |
| 2018-2 | Degree Completion Seminar | Master's | Institute of Applied Mathematics and Systems Research |
| 2018-2 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2018-2 | Research Colloquium I | Master's | Institute of Applied Mathematics and Systems Research |
| 2018-1 | Selected Topics in Signals, Images and Virtual Environments: Computer Vision and Augmented Reality | Master's | Institute of Applied Mathematics and Systems Research |
| 2018-1 | Research Seminar II | Master's | Institute of Applied Mathematics and Systems Research |
| 2018-1 | Research Colloquium II | Master's | Institute of Applied Mathematics and Systems Research |
| 2017-2 | Selected Topics in Signals, Images and Virtual Environments: Computer Vision Applied to Virtual Reality | Master's | Institute of Applied Mathematics and Systems Research |
| 2017-2 | Research Seminar I | Master's | Institute of Applied Mathematics and Systems Research |
| 2016-2 | Selected Topics in Signals, Images and Virtual Environments | Master's | Institute of Applied Mathematics and Systems Research |
| 2016-1 | Selected Topics in Signals, Images and Virtual Environments | Master's | Institute of Applied Mathematics and Systems Research |
| 2016-1 | Selected Topics in Signals, Images and Virtual Environments | Master's | Institute of Applied Mathematics and Systems Research |
| 2015-2 | Advanced Computer Graphics (Signals, Images and Virtual Environments) | Master's | Institute of Applied Mathematics and Systems Research |
| 2015-1 | Selected Topics in Images and Virtual Environments | Master's | Institute of Applied Mathematics and Systems Research |
| 2014-2 | Computer Vision | Master's | Institute of Applied Mathematics and Systems Research |
| 2014-2 | Digital Image Processing | Master's | Institute of Applied Mathematics and Systems Research |
| 2014-1 | Computer Vision | Master's | Institute of Applied Mathematics and Systems Research |
| 2014-1 | Selected Topics | Master's | Center for Applied Sciences and Technological Development |
| 2014-1 | Introduction to Instrumentation and Signals | Master's | Center for Applied Sciences and Technological Development |
| 2008-1 | Image Processing and Analysis | Master's | Center for Applied Sciences and Technological Development |
61 institutional records and three recent teaching records from the CV. Recurring courses are listed by semester. This list documents past teaching; it is not an invitation to enroll.