Maruf Ahmed's starred repositories
ApneaECGAnalysis
This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.
Sleep-Apnea-Detection-By-Optimized-DL-Algorithm_GWA
Sleep Apnea Detection By Optimized Deep Learning Algorithm_Grey Wolf Optimizer
OSA_severity_classification
My master's project focused on developing a deep learning model to classify Obstructive Sleep Apnea (OSA) severity using cephalometric radiographs and clinical data. OSA is a sleep disorder with potentially severe long-term consequences. This project aimed to address the challenges associated with traditional diagnostic methods.
Sleep-Health-ML-Project
Anlayzing sleep quality and stress level. Creating dashbaords with using Tableau. Predicting stress level with ML/DL mdoels.
Toward-Sleep-Apnea-Detection-with-Lightweight-Multi-scaled-Fusion-Network
Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network
Sleep-apnea-detection-through-a-modified-LeNet-5-convolutional-neural-network
Obstructive Sleep Apnea, OSA, CNN, ECG signal, LeNet5
sleep_apnea
ECG Sleep Apnea Detection
Sleep-Apnea
A COMPREHENSIVE ANALYSIS OF SLEEP APNEA
sleep-apnea
Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier transforms.
Detection-of-sleep-apnea-from-single-lead-ECG-signal-using-a-time-window-artificial-neural-network
sleep apnea, time window, artificial neural network, time series, MLP
Bachelors-Thesis-Detection-of-Sleep-Apnea
Evaluating machine learning methods for detecting sleep arousal, bachelor thesis by Jacob Stachowicz and Anton Ivarsson (2019)
tech-companies-in-bangladesh
List of tech companies to help developers to find job.
big-companies-interview-questions
A curated list of previous asked Interview Question at Big Companies and Startups 🤲 🏆
Data-Structure-Algorithm-Programs
This Repo consists of Data structures and Algorithms
hiring-without-whiteboards
⭐️ Companies that don't have a broken hiring process
interview-guide
An opinionated, actionable guide for software engineering interviews.