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hoover

Code for replicating Dong, Yujie, Jenna Scisco, Mike Wilson, Eric Muth, and Adam Hoover. "Detecting Periods of Eating During Free-Living by Tracking Wrist Motion." IEEE Journal of Biomedical and Health Informatics 18.4 (2014): 1253-260. Web.

human-activity-recognition-from-videos-using-machine-learning

Nowadays, it’s a very hot topic on video-based human action detection, which has recently been demonstrated to be very useful in a wide range of applications including video surveillance, tele-monitoring of patients and senior people, medical diagnosis and training, video content analysis and search, and intelligent human computer interaction [1]. As video camera sensors become less expensive, this approach is increasingly attractive since it is low cost and can be adapted to different video scenarios.

human-computer-interaction-hci-for-assisted-living-of-paralysed-patients

Designed an embedded eye frame with an on-board CMOS camera that uses Video Processing and Template Matching Correlation algorithms to monitor eye blink patterns of a paralyzed patient in order to provide them with a pre-recorded voice command toolbox that can assist patients to relay emergency signals and messages to the caretaker. An Eclipse IDE designed GUI gives them the ability to wirelessly control 240V electrical appliances by eye blink patterns. Programming is implemented on Python 2.7 assisted with OpenCV imaging library and Raspberry Pi 2 is used as the core computing board. Designed a user efficient GUI which uses the detected patient’s eye blink as a control signal to wirelessly switch on 240V lights, fan and relay prerecorded audio messages for associated help request. Designed a Text Editor Interface and subsequent Voice Recitation feature that can enable patients to write text on to a computer coupled with an option to recite it to a listener solely controlled by voluntary eye blinks.

iciar2018

Our solution for ICIAR 2018 Grand Challenge

image-and-video-analysis

Image and video analysis with Python and OpenCV

imageandvideoanalysis

python3 + opencv3 + numpy + matplotlib

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

iotproject

The Smart Hospitalization project consists of developing a simple IoT infrastructure of an hospital structure. In this context, the goal is to observe and monitor the performance of some significant parameters. The hospital is divided into rooms. Each room can accommodate a variable number of patients. Patient parameters are supervised by a central decision logic that controls specific actuators in response to a change in the value of the parameters. A further logic controls the actuators based on the data received from the environmental sensors. The medical staff can monitor the measured parameters and eventually enter manual mode and force the actuators value. These actions will be possible through the interaction with a web interface.

isc-5453-nonlinear-dynamical-systems

julia_tutorials

Materials used for introductory classes using Julia for statistics, biomedical queries and plotting

junkdrawer

:open_file_folder: assorted collection of short scripts and how-tos

kt-2015-dsphandson

Repository for hands-on student tutorials in DSP and biomedical programming

labview-interface-for-olimex-ecg-emg-arduino-shield

This folder contains a LabVIEW VI that will read Arduino analog inputs from the Olimex ECG/EMG shield, graphically render the readings, and save to file inside the "Recorded Samples" folder. PLEASE READ THE "INSTRUCTIONS.txt" FILE FOR MORE INFORMATION

learn-python-the-hard-way

My answer for the book Learn Python The Hard Way

learning_quantum_computing

Pool of Resources arranged in proper order to get started with Quantum Computing

linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python

loss_of_consciousness_simulations

Neural correlates of loss of consciousness in a spiking neuron model of the brain

machine-learning-and-neural-networks

Machine Learning and Image Classification with Neural Networks 🤖 :books:

machine-learning-methods-biost

Learning notes from BIOST 546: Machine Learning for Biomedical and Public Health Big Data (UW 2017 Spring Quarter)

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

machine_learning_matlab_toolbox

Collection of Matlab code for supervised learning

machinelearning

Coursera Stanford Introduction to Machine Learning (programming assignments)

machinelearning-1

machinelearningdata

masterthesis

Scripts for the master's thesis

mathematical-modeling-in-python

用Python实现了《数学建模算法与应用》第二版中的部分示例代码. (原书中使用的是Matlab)

med_277

Fall 2017 final project for UCSD MED 277 - Introduction to Biomedical Natural Language Processing

medical-imaging

Medical Imaging Modalities

medical-ml-data

mind-controlled-robot

Hacking a toy robot to control it with my brainwaves

ml19-20w

CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-winter offering