prash030
Research Scientist at Stanford. Interested in sensor algorithms - signal processing and machine learning.
Stanford MedicineCalifornia
Pinned Repositories
Atrial_fibrillation_detection_EMD
This repository contains code reproducing an existing method to detect atrial fibrillation using empirical mode decomposition of signals. This was a lecture that I gave for graduate-level BioSignal Processing course.
bayesian_autonomous_search
This repository consists of codes reproducing an existing method for autonomous Bayesian search strategy for single-agent robotic applications
chestXray-PGGAN
High Resolution Chest X-ray Image Synthesis Using Progressive-Growing Generative Adversarial Networks
image_processing_projects
This repository contains codes that I developed for image processing and evaluation of large dataset of images. These codes are mostly used with Deep Learning networks.
matlab-on-aws
Stand up a MATLAB desktop with Remote Desktop access using AWS CloudFormation
misc_projects
pattern_recognition_projects
This repository consists of the codes that I wrote for implementing various pattern recognition algorithms
signal_processing_projects
This repository consists of codes that I developed for EEG and ECG signal processing
Table1_baseline-characteristics
This repository contains a python notebook that creates Table-1: baseline characteristics with p-values comparing two groups. Greatly helpful for clinical and biological studies. Can be used for manuscipts.
UNets-for-TB-segmentation-and-localization
In this study, we propose the benefits offered through training custom chest X-ray (CXR) modality-specific U-Net models toward segmenting the lungs and Tuberculosis (TB)-related manifestations using CXRs.
prash030's Repositories
prash030/Atrial_fibrillation_detection_EMD
This repository contains code reproducing an existing method to detect atrial fibrillation using empirical mode decomposition of signals. This was a lecture that I gave for graduate-level BioSignal Processing course.
prash030/signal_processing_projects
This repository consists of codes that I developed for EEG and ECG signal processing
prash030/image_processing_projects
This repository contains codes that I developed for image processing and evaluation of large dataset of images. These codes are mostly used with Deep Learning networks.
prash030/bayesian_autonomous_search
This repository consists of codes reproducing an existing method for autonomous Bayesian search strategy for single-agent robotic applications
prash030/matlab-on-aws
Stand up a MATLAB desktop with Remote Desktop access using AWS CloudFormation
prash030/misc_projects
prash030/pattern_recognition_projects
This repository consists of the codes that I wrote for implementing various pattern recognition algorithms
prash030/UNets-for-TB-segmentation-and-localization
In this study, we propose the benefits offered through training custom chest X-ray (CXR) modality-specific U-Net models toward segmenting the lungs and Tuberculosis (TB)-related manifestations using CXRs.
prash030/chestXray-PGGAN
High Resolution Chest X-ray Image Synthesis Using Progressive-Growing Generative Adversarial Networks
prash030/deblur-gan
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
prash030/Table1_baseline-characteristics
This repository contains a python notebook that creates Table-1: baseline characteristics with p-values comparing two groups. Greatly helpful for clinical and biological studies. Can be used for manuscipts.
prash030/DeblurGAN
Image Deblurring using Generative Adversarial Networks
prash030/dlaicourse
Notebooks for learning deep learning