Publications

N. Moukaddam, B. Lamichhane, R. Salas, W. Goodman, A. Sabharwal, ‘‘Modeling Suicidality with Multimodal Impulsivity Characterization in Participants With Mental Health Disorder", Behavioral Neurology, 2023.
N. Barati, B. Lamichhane, S. Liao, E. Graves, A. Swami, A. Sabharwal, ‘‘Unsupervised Wireless Diarization: A Potential New Attack on Encrypted Wireless Networks'', IEEE International Conference on Communications (ICC), 2023 (*Best Paper Award*).
B. Lamichhane, J. Zhou, A. Sano, ‘‘Psychotic Relapse Prediction in Schizophrenia Patients using A Mobile Sensing-based Personalized Supervised Deep Learning Model", IEEE Journal of Biomedical and Health Informatics (JBHI), 2023.
B. Lamichhane, E. Nemati, T. Ahmed, M. Rahman, J. Kuang, A. Gao ‘‘A Template Matching Based Cough Detection Algorithm Using IMU Data From Earbuds'', IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022.
B. Lamichhane, N. Moukaddam, A. Patel, A. Sabharwal, ‘‘Dyadic Interaction Assessment from Free-living Audio for Depression Severity Assessment'', Interspeech, 2022.
B. Lamichhane, N. Moukaddam, A. Patel, A. Sabharwal, ‘‘ECoNet: Estimating Everyday Conversational Network From Free-living Audio For Mental Health Applications", IEEE Pervasive Computing, 2022.
J. Zhou, B. Lamichhane, D. Ben-Zeev, A. Campbell, A. Sano, ‘‘Predicting Psychotic Relapse in Schizophrenia With Mobile Sensor Data: Routine Cluster Analysis", JMIR mHealth and uHealth, 2022.
B. Lamichhane et al., ‘‘Patient-independent Schizophrenia Relapse Prediction Model Using Daily Template of Hourly Mobile Sensing Data'', \(9^{th}}\) EAI International Conference on Wireless Mobile Communication and Healthcare (EAI MobiHealth), 2020.
B. Lamichhane, Y. Kim, S. Segarra, G. Zhang, S. Lhatoo, J. Hampson, X. Jiang, ‘‘Automated Detection of Activity Onset after Postictal Generalized EEG Suppression'', BMC Medical Informatics and Decision Making, 2020.
L. Mondragon*, B. Lamichhane*, L. Zhang, G. de Haan,‘‘CNN-SkelPose: A CNN-based Skeleton Estimation Algorithm for Clinical Applications", Journal of Ambient Intelligence and Humanized Computing, 2019 (*Joint co-author).
B. Lamichhane, U. Grossekathoefer, G. Schiavone, P. Casale ‘‘Towards Stress Detection in Real-Life Scenarios Using Wearable Sensors: Normalization Factor to Reduce Variability in Stress Physiology", eHealth 360\(^{\circ}\),Springer International Publishing, 2017.
G. Schiavone, B. Lamichhane, and C. Van Hoof ‘‘The Double-Layer Methodology and The Validation of Eigen-behavior Techniques Applied to Lifestyle Modeling", BioMed Research International, 2016.
L. Atallah, E. Bongers, B. Lamichhane, S. Bambang Oetomo ‘‘Unobtrusive Monitoring of Neonatal Core Brain Temperature using Zero-heat-flux Sensor Matrix'', IEEE Journal of Biomedical and Health Informatics (JBHI), 2016.
E. Smets, P. Casale, U. Grossekathoefer, B. Lamichhane, et al. ‘‘Comparison of machine learning techniques for psychophysiological stress detection", \(5^{th}\) EAI International Symposium on Pervasive Computing Paradigms for Mental Health (Mindcare) 2015 (Best Student Paper Award).
B. Lamichhane, L. Atallah, E. Bongers, S. Bambang Oetomo ‘‘Core temperature-Comparing the performance of an abdominal skin sensor and an esophageal-feeding tube sensor during interventions in the NICU", Hot Topics in Neonatology, 2014.
B. Lamichanne, S. Mudda, F. Regazzoni, and A. Puiatti ‘‘LEXCOMM: a Low Energy, Secure and Flexible Communication Protocol for a Heterogeneous Body Sensor Network", IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2012.

Patent Applications

EP3238611B1: Method and device for estimating a condition of a person (European Patent Granted)
US11354809B2: Device, system and method for detecting body movement of a patient (US and Japanese Patent Granted)
EP3852619B1: Device, system and method for providing a skeleton model (European and Japanese Patent Granted)
WO2020064585A1/EP3628220A1: A cuff for use with an inflation-based non-invasive blood pressure measurement apparatus
WO2020083786A1/EP3649929A1: An apparatus for use with a wearable cuff
US20210098092A1: Privacy-preserving medical search system using similarity preserving hashing
EP3806102A1: A system and method for scheduling blood pressure measurements of a subject
WO2021019059A1: Apparatus for use with a wearable cuff in measuring blood pressure

Publications In Preparation/Review

B. Lamichhane, N. Moukaddam, R. Salas, W. Goodman, A. Sabharwal, ‘‘Multimodal Behavioral, Physiological, and Neurobiological Measurements for Objective Impulsivity Assessment’’
B. Lamichhane, N. Moukaddam, A. Sabharwal. ‘‘Mobile Sensing-based Depression Severity Assessment in Participants with Heterogeneous Mental Health Conditions’’
B. Lamichhane, N. Moukaddam, and A. Sabharwal ‘‘Childhood Trauma and Inflammatory Markers in Mood Disorder Patients"
B. Lamichhane, N. Moukaddam, R. Salas, A. Patel, and A. Sabharwal ‘‘A Deep Learning Model for Impulsivity Prediction"