238 citations · 239 across the 6 of their papers we have counts for
6 papers
NeuroCanvas: VLLM-Powered Robust Seizure Detection by Reformulating Multichannel EEG as Image
Yan Chen, Jie Peng, Moajjem Hossain Chowdhury +2
Accurate and timely seizure detection from Electroencephalography (EEG) is critical for clinical intervention, yet manual review of long-term recordings is labor-intensive. Recent…
Geometry- and Relation-Aware Diffusion for EEG Super-Resolution
Laura Yao, Gengwei Zhang, Moajjem Chowdhury +2
Recent electroencephalography (EEG) spatial super-resolution (SR) methods, while showing improved quality by either directly predicting missing signals from visible channels or ada…
A survey of the noise-correcting tools for Dynamic Mode Decomposition
Moajjem H. Chowdhury, Nazmul Islam Shuzan, Mohammad N. Murshed +3
Dynamic Mode Decomposition (DMD) is a data-driven modeling tool that generates a model from spatio-temporal data. The data needs to be as clean as possible for DMD to come up with…
A Novel Non-Invasive Estimation of Respiration Rate from Photoplethysmograph Signal Using Machine Learning Model
Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury +4
Respiratory ailments such as asthma, chronic obstructive pulmonary disease (COPD), pneumonia, and lung cancer are life-threatening. Respiration rate (RR) is a vital indicator of th…
Towards an improved Eigensystem Realization Algorithm for low-error guarantees
Mohammad N. Murshed, Moajjem Hossain Chowdhury, Md. Nazmul Islam Shuzan +1
Eigensystem Realization Algorithm (ERA) is a tool that can produce a reduced order model (ROM) from just input-output data of a given system. ERA creates the ROM while keeping the…
Estimating Blood Pressure from Photoplethysmogram Signal and Demographic Features using Machine Learning Techniques
Moajjem Hossain Chowdhury, Md Nazmul Islam Shuzan, Muhammad E. H. Chowdhury +4
Hypertension is a potentially unsafe health ailment, which can be indicated directly from the Blood pressure (BP). Hypertension always leads to other health complications. Continuo…