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Medical AI papers

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Pre-Processing

Title Link Code (MATLAB) Code (Python)
Adaptive threshold method for the peak detection of photoplethysmographic waveform ➡️ ➡️ ➡️

Blood Pressure

Title Link Code
Cuffless Blood Pressure Estimation Algorithms for Continuous Health-Care Monitoring ➡️ -
Improvements in Indirect Blood Pressure Estimation via Electrocardiography and Photoplethysmography ➡️ -
Hypertension Assessment via ECG and PPG Signals: An Evaluation Using MIMIC Database ➡️ -
Systolic blood pressure estimation using PPG and ECG during physical exercise ➡️ -
End-to-End Deep Learning Architecture for Continuous Blood Pressure Estimation Using Attention Mechanism ➡️ -

Arrhythmia

Title Link Code
Automatic classification of heartbeats using ECG morphology and heartbeat interval features ➡️ -
Heartbeat classification using disease-specific feature selection ➡️ -
Real-time patient-specific ECG classification by 1-D convolutional neural networks ➡️ -
ECG arrhythmia classification using a 2-d convolutional neural network ➡️ -
A robust deep convolutional neural network with batch-weighted loss for heartbeat classification ➡️ -
More...
Title Link Code
Classification of ECG arrhythmia using recurrent neural networks ➡️ -
ECG-based heartbeat classification for arrhythmia detection: A survey ➡️ -
ECG arrhythmia classification using STFT-based spectrogram and convolutional neural network ➡️ -

SSVEP / BCI

Title Link Code
On the quantification of SSVEP frequency responses in human EEG in realistic BCI conditions ➡️ -
Effectiveness of Flickering Video Clips as Stimuli for SSVEP-based BCIs ➡️ -
Classification of Motor Imagery BCI Using Multivariate Empirical Mode Decomposition ➡️ -
EEG-based classification of video quality perception using steady state visual evoked potentials (SSVEPs) ➡️ -
Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition ➡️ -

Sleep scoring

Electromyogram

Electrohysterogram

Electrogastrogram

Electrooculogram

Magnetoencephalogram

Magnetocardiogram

Phonetics / Speech

CT / MRI / fMRI

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