Search Results - "Dutta Choudhury, Anirban"

Noise cleaning and Gaussian modeling of smart phone photoplethysmogram to improve blood pressure estimation by Banerjee, Rohan, Ghose, Avik, Dutta Choudhury, Anirban, Sinha, Aniruddha, Pal, Arpan

“…Photoplethysmography (PPG) signals, captured using smart phones are generally noisy in nature. Although they have been successfully used to determine heart…”
Get full text

Detection of atrial fibrillation and other abnormal rhythms from ECG using a multi-layer classifier architecture by Mukherjee, Ayan, Dutta Choudhury, Anirban, Datta, Shreyasi, Puri, Chetanya, Banerjee, Rohan, Singh, Rituraj, Ukil, Arijit, Bandyopadhyay, Soma, Pal, Arpan, Khandelwal, Sundeep

“…Atrial fibrillation (AF) and other types of abnormal heart rhythm are related to multiple fatal cardiovascular diseases that affect the quality of human life…”
Get more information

qxAI: Quantifiable xAI for Cardiac Diseases by Pandey, Chandan, Choudhury, Anirban Dutta, Khandelwal, Sundeep

“…Deep Learning (DL) performs well in Cardiovascular Disease (CVD) classification using 12-lead Electrocardiogram (ECG). However, explainable artificial…”
Get full text

Automated lung sound analysis for detecting pulmonary abnormalities by Datta, Shreyasi, Dutta Choudhury, Anirban, Deshpande, Parijat, Bhattacharya, Sakyajit, Pal, Arpan

“…Identification of pulmonary diseases comprises of accurate auscultation as well as elaborate and expensive pulmonary function tests. Prior arts have shown that…”
Get full text

Explainable hypergraphs for gait based Parkinson classification by Choudhury, Anirban Dutta, Chowdhury, Ananda S.

“…Parkinson Disease (PD) classification using Vertical Ground Reaction Force (VGRF) sensors can help in unobtrusive detection and monitoring of PD patients…”
Get full text

A robust dataset-agnostic heart disease classifier from Phonocardiogram by Banerjee, Rohan, Dutta Choudhury, Anirban, Deshpande, Parijat, Bhattacharya, Sakyajit, Pal, Arpan, Mandana, K. M.

“…Automatic classification of normal and abnormal heart sounds is a popular area of research. However, building a robust algorithm unaffected by signal quality…”
Get full text

Novel features from autocorrelation and spectrum to classify Phonocardiogram quality by Das, Deepan, Banerjee, Rohan, Choudhury, Anirban Dutta, Bhattacharya, Sakyajit, Deshpande, Parijat, Pal, Arpan, Mandana, Kayapanda M.

“…Phonocardiogram (PCG) or auscultation via a stethoscope forms the basis of preliminary medical screening. But PCG recorded in an uncontrolled environment is…”
Get full text

Blood pressure estimation from photoplethysmogram using latent parameters by Datta, Shreyasi, Banerjee, Rohan, Choudhury, Anirban Dutta, Sinha, Aniruddha, Pal, Arpan

“…Non-invasive cuff-less Blood Pressure (BP) estimation from Photoplethysmogram (PPG) is a well known challenge in the field of affordable healthcare. This paper…”
Get full text

PhotoECG: Photoplethysmographyto estimate ECG parameters by Banerjee, Rohan, Sinha, Aniruddha, Choudhury, Anirban Dutta, Visvanathan, Aishwarya

“…This paper presents a simple method to indirectly estimate the range of certain important electrocardiogram (ECG) parameters using photoplethysmography (PPG)…”
Get full text

Noise detection in smartphone phonocardiogram by Das, Deepan, Banerjee, Rohan, Choudhury, Anirban Dutta, Deshpande, Parijat, Shah, Nital, Date, Vijay, Pal, Arpan, Mandana, Kayapanda M.

“…This paper presents a demo proposal of a standalone smartphone application that can automatically analyse the signal quality of PCG, as it is recorded on a…”
Get full text

Robust Beat-to-Beat Interval from Wearable PPG using RLS and SSA by Bhattacharjee, Tanuka, Choudhury, Anirban Dutta, Pal, Arpan

“…Ambulatory Photoplethysmogram (PPG) is a more user-friendly choice for continuous cardiac monitoring as compared to Electrocardiogram (ECG). However, wearable…”
Get full text

Identifying normal, AF and other abnormal ECG rhythms using a cascaded binary classifier by Datta, Shreyasi, Puri, Chetanya, Mukherjee, Ayan, Banerjee, Rohan, Choudhury, Anirban Dutta, Singh, Rituraj, Ukil, Arijit, Bandyopadhyay, Soma, Pal, Arpan, Khandelwal, Sundeep

“…In this paper, we present a methodology for classifying normal, atrial fibrillation (AF), non-AF related other abnormal heart rhythms and noisy recordings by…”
Get full text

Estimating blood pressure using Windkessel model on photoplethysmogram by Choudhury, Anirban Dutta, Banerjee, Rohan, Sinha, Aniruddha, Kundu, Shaswati

“…Simple and non-invasive methods to estimate vital signs are very important for preventive healthcare. In this paper, we present a methodology to estimate Blood…”
Get full text

CHAMPS: Cardiac health Hypergraph Analysis using Multimodal Physiological Signals by Choudhury, Anirban Dutta, Chowdhury, Ananda S.

“…State-of-the-art methods have reported various features for the non-invasive screening of Coronary Artery Disease (CAD). In this paper, we propose a novel…”
Get full text

CHANGE: Cardiac Health Analysis Using Graph Eigenvalues by Choudhury, Anirban Dutta, Chowdhury, Ananda S.

“…Coronary Artery Disease (CAD) is an important problem in cardiac health and is a leading cause of human mortality. Prior arts have shown that features…”
Get full text

Estimation of Arterial Blood Pressure Waveform from Photoplethysmogram Signal using Linear Transfer Function Approach by Dash, Ashutosh, Ghosh, Nirmalya, Patra, Amit, Choudhury, Anirban Dutta

“…The primary risk factor of hypertension, is the lack of awareness caused by the unavailability of ubiquitous blood pressure (BP) measurement. In this study, we…”
Get full text

Blood Pressure Estimation Based on Pulse Arrival Time and Heart Rate : A Correlation Analysis for Critically Ill Patients by Dash, Ashutosh, Jain, Karan, Ghosh, Nirmalya, Patra, Amit, Choudhury, Anirban Dutta

“…Arterial blood pressure (ABP) is a vital hemodynamic signal to be monitored in general population- especially in critically ill patients. Pulse arrival time…”
Get full text

Eliminating Individual Bias to Improve Stress Detection from Multimodal Physiological Data by Das, Deepan, Datta, Shreyasi, Bhattacharjee, Tanuka, Choudhury, Anirban Dutta, Pal, Arpan

“…Stress monitoring is important for mental wellbeing and early detection of related disorders. The current work is focused on stress detection from multiple…”
Get full text

A Heart Rate Driven Kalman Filter for Continuous Arousal Trend Monitoring by Bhattacharjee, Tanuka, Datta, Shreyasi, Das, Deepan, Choudhury, Anirban Dutta, Pal, Arpan, Ghosh, Prasanta Kumar

“…This paper proposes a continuous and unsupervised approach of monitoring the arousal trend of an individual from his heart rate using Kalman Filter. The…”
Get full text

Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices by Ukil, Arijit, Sahu, Ishan, Majumdar, Angshul, Racha, Sai Chander, Kulkarni, Gitesh, Choudhury, Anirban Dutta, Khandelwal, Sundeep, Ghose, Avik, Pal, Arpan

“…Electrocardiogram (ECG) is one of the fundamental markers to detect different cardiovascular diseases (CVDs). Owing to the widespread availability of ECG…”
Get full text