marcoBmota8
Biomedical Informaticists with interest in machine learning for healthcare
Vanderbilt University - VU Medical CenterNashville, Tennessee, USA
Pinned Repositories
adaptive-elastic-net
Adaptive Elastic-Net. Scikit-learn compatible.
appoyocontraelvirus.github.io
BMIF6310
Protein-protein network analysis project
cml_data_tools
cml_data_tools_MBM
CMLtool
Deconvolution-algorithms-for-3D-quantitative-Raman-microspectroscopy
Here are some of the machine learning algorithms, data augmentation and validation (cross-validation) Python scripts that I developed as part of my master thesis at The Stevens Lab @ Imperial College London Department of Bioengineering. The results will be soon publish in high impact journals, as well as a new algorithm that I developed and tested on real data acquired also as part of my masters
DLCausalOptimization
CS 8395: Deep Learning - Final project - Spring 2024
MBM_causallib
A Python package for modular causal inference analysis and model evaluations
roc_comparison
The fast version of DeLong's method for computing the covariance of unadjusted AUC.
shap
A game theoretic approach to explain the output of any machine learning model.
marcoBmota8's Repositories
marcoBmota8/adaptive-elastic-net
Adaptive Elastic-Net. Scikit-learn compatible.
marcoBmota8/appoyocontraelvirus.github.io
marcoBmota8/BMIF6310
Protein-protein network analysis project
marcoBmota8/cml_data_tools
cml_data_tools_MBM
marcoBmota8/CMLtool
marcoBmota8/Deconvolution-algorithms-for-3D-quantitative-Raman-microspectroscopy
Here are some of the machine learning algorithms, data augmentation and validation (cross-validation) Python scripts that I developed as part of my master thesis at The Stevens Lab @ Imperial College London Department of Bioengineering. The results will be soon publish in high impact journals, as well as a new algorithm that I developed and tested on real data acquired also as part of my masters
marcoBmota8/DLCausalOptimization
CS 8395: Deep Learning - Final project - Spring 2024
marcoBmota8/HardHats_website
This is the MVP for the Hard Hats society website.
marcoBmota8/MBM_causallib
A Python package for modular causal inference analysis and model evaluations
marcoBmota8/prefect_utils
This is a compilation of tools that I have found useful when deploying tasks and flows in prefect 2.0
marcoBmota8/roc_comparison
The fast version of DeLong's method for computing the covariance of unadjusted AUC.
marcoBmota8/shap
A game theoretic approach to explain the output of any machine learning model.
marcoBmota8/Intracellular-chips-quantification
Confocal microscopy image analysis algorithm for fluorescence nanochips quantification in cellular cultures.
marcoBmota8/joypy
Joyplots in Python with matplotlib & pandas :chart_with_upwards_trend:
marcoBmota8/marcoBmota8
Config files for my GitHub profile.
marcoBmota8/model_calibration_tools
marcoBmota8/Semi-automatic-nanochip-quantification
Confocal microscopy image analysis algorithm for fluorescence nanochips automatic quantification.