K-nearest neighbor based methodology for accurate diagnosis of diabetes mellitus. - Madhuri Panwar; Amit Acharyya; Rishad A. Shafik; Dwaipayan Biswas (ISED, 2016)

Modified distributed arithmetic based low complexity CNN architecture design methodology. - Madhuri Panwar; J. Padmini; Venkatasubrahmanian; Amit Acharyya; Dwaipayan Biswas (ECCTD, 2017)

Shape memory effect of nano-ferromagnetic particle doped NiTi for orthopedic devices and rehabilitation techniques. - Arvind Gautam; Anuradha Balouria; Amit Acharyya; Swati Ghosh Acharyya; Madhuri Panwar; Ganesh R. Naik (EMBC, 2017)

CNN based approach for activity recognition using a wrist-worn accelerometer. - Madhuri Panwar; Sristi Ram Dyuthi; Konkimalla Chandra Prakash; Dwaipayan Biswas; Amit Acharyya; Koushik Maharatna; Arvind Gautam; Ganesh R. Naik (EMBC, 2017)

BiometricNet: Deep Learning based Biometric Identification using Wrist-Worn PPG. - Luke R. Everson; Dwaipayan Biswas; Madhuri Panwar; Dimitrios Rodopoulos; Amit Acharyya; Chris H. Kim; Chris Van Hoof; Mario Konijnenburg; Nick Van Helleputte (ISCAS, 2018)

Non-invasive Blood Glucose Estimation Methodology Using Predictive Glucose Homeostasis Models. - Madhuri Panwar; Amit Acharyya; Rishad A. Shafik (ISED, 2018)

CorNET: Deep Learning Framework for PPG-Based Heart Rate Estimation and Biometric Identification in Ambulant Environment. - Dwaipayan Biswas; Luke R. Everson; Muqing Liu; Madhuri Panwar; Bram-Ernst Verhoef; Shrishail Patki; Chris H. Kim; Amit Acharyya; Chris Van Hoof; Mario Konijnenburg; Nick Van Helleputte (IEEE Trans. Biomed. Circuits Syst., 2019)

Rehab-Net: Deep Learning Framework for Arm Movement Classification Using Wearable Sensors for Stroke Rehabilitation. - Madhuri Panwar; Dwaipayan Biswas; Harsh Bajaj; Michael Jöbges; Ruth Turk; Koushik Maharatna; Amit Acharyya (IEEE Trans. Biomed. Eng., 2019)

CardioNet: Deep Learning Framework for Prediction of CVD Risk Factors. - Madhuri Panwar; Arvind Gautam; Rashi Dutt; Amit Acharyya (ISCAS, 2020)

M2DA: A Low-Complex Design Methodology for Convolutional Neural Network Exploiting Data Symmetry and Redundancy. - Madhuri Panwar; Nemani Sri Hari; Dwaipayan Biswas; Amit Acharyya (Circuits Syst. Signal Process., 2021)