25 citations · 43 across the 21 of their papers we have counts for
7 papers · 1 filter
Cough Classification using Few-Shot Learning
Yoga Disha Sendhil Kumar, Manas V Shetty, Sudip Vhaduri
This paper investigates the effectiveness of few-shot learning for respiratory sound classification, focusing on coughbased detection of COVID-19, Flu, and healthy conditions. We l…
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains
Andrea Gajic, Sudip Vhaduri
In a world where new domains are constantly discovered and machine learning (ML) is applied to automate new tasks every day, challenges arise with the number of samples available t…
Mitigating Sex Bias in Audio Data-driven COPD and COVID-19 Breathing Pattern Detection Models
Rachel Pfeifer, Sudip Vhaduri, James Eric Dietz
In the healthcare industry, researchers have been developing machine learning models to automate diagnosing patients with respiratory illnesses based on their breathing patterns. H…
Toward Mitigating Sex Bias in Pilot Trainees' Stress and Fatigue Modeling
Rachel Pfeifer, Sudip Vhaduri, Mark Wilson +1
While researchers have been trying to understand the stress and fatigue among pilots, especially pilot trainees, and to develop stress/fatigue models to automate the process of det…
Discovering COVID-19 Coughing and Breathing Patterns from Unlabeled Data Using Contrastive Learning with Varying Pre-Training Domains
Jinjin Cai, Sudip Vhaduri, Xiao Luo
Rapid discovery of new diseases, such as COVID-19 can enable a timely epidemic response, preventing the large-scale spread and protecting public health. However, limited research e…
Predicting dominant hand from spatiotemporal context varying physiological data
Jorge Neira-Garcia, Sudip Vhaduri
Health metrics from wrist-worn devices demand an automatic dominant hand prediction to keep an accurate operation. The prediction would improve reliability, enhance the consumer ex…
Automatic Anomalies Detection in Hydraulic Devices
Jose A. Solorio, Jose M. Garcia, Sudip Vhaduri
Nowadays, the applications of hydraulic systems are present in a wide variety of devices in both industrial and everyday environments. The implementation and usage of hydraulic sys…