Our Mission

Making Sleep Movement Monitoring Accessible to Every Clinician and Patient

Leg movements fragment sleep and are linked to higher risks of heart disease, stroke, and depression. We deliver continuous, objective monitoring to transform clinical care and research.

Clinical Sleep Care
Objective, Multi-Night Data

Ambulatory leg movement data to support diagnosis and to follow how patients respond to treatment over time.

Pediatric & ADHD Focus
Comfortable, At-Home Recording

Help clinicians detect and treat the nocturnal movement disorders that often go unrecognized in children evaluated for ADHD.

Translational Research
High-Fidelity Biomarkers

Equip researchers with multi-night ambulatory tools to uncover new links between sleep motor activity and health.

Our Story

Founded to Advance Research into Leg Movements During Sleep

Tanzen Medical was founded through a collaboration of UMBC engineering professors and Johns Hopkins sleep physicians. Our goal has always been to create an accessible method for multi-night characterization of leg movements during sleep (LMS), to aid in the diagnosis and treatment management of sleep-related movement disorders such as RLS and PLMD, including in children evaluated for ADHD.

Tanzen is German for “to dance.”
Intellectual Property & Research

Protected by Patents, Backed by Peer-Reviewed Science

RestEaze™ is powered by proprietary hardware, algorithmic architecture, and rigorous clinical validation.

Patented Technologies
4 FILINGS

Capacitive Sensing System

Issued
US 10,228,801 B2

Proximity-based position, movement, and gesture detection using capacitive sensor arrays. Licensed from the University of Maryland.

Periodic Leg Movement Detection

Issued
US 10,335,085 B2

Device and detection methods for periodic leg movements. Licensed from Johns Hopkins University. Pending in CA, AU and KR.

Multi-Sensor Ankle Band

Pending
US 2017/0156640 A1

Body part measurement using integrated capacitive and inertial sensors. Pending in the U.S., EU, CA and KR. Licensed from the University of Maryland.

Peripheral Inflammatory & Infection Detection

Provisional
US 15590001PR

Individualized peripheral inflammatory response detection and monitoring. Owned by Tanzen Medical.

Peer-Reviewed Publications
8 PAPERS

Sleep awake detection from leg-worn wearables using deep sensor fusion

2026
Anwar Y, Bansal K, Kucukosmanoglu M, Dang Q, Feltch C, Brooks J, Banerjee N.
Scientific ReportsSLEEP STAGING Read

Detection of cortical arousals in sleep using multimodal wearable sensors and machine learning

2025
Kucukosmanoglu M, Conklin S, Bansal K, Kaya S, Anwar Y, Dang Q, Kargosha G, Brooks J, Feltch C, Banerjee N.
Scientific ReportsCORTICAL AROUSAL Read

Integration of sensor-based and self-reported metrics in a sleep diary: a pilot exploration

2024
Conklin S, Dietch JR, Kargosha G, Luyster F, Atwood M, Tenan MS, Zammit G, Banerjee N, Brooks J.
Behavioral Sleep MedicineSLEEP DIARY Read

Unanticipated evolution of cardio-respiratory interactions with cognitive load during a Go-NoGo shooting task in virtual reality

2024
Sahoo KP, Pratiher S, Alam S, Ghosh N, Banerjee N, Patra A.
Computers in Biology and MedicinePERFORMANCE Read

Neural and behavioral adaptations to frontal theta neurofeedback training: a proof of concept study

2023
Kerick SE, Asbee J, Spangler DP, Brooks JB, Garcia JO, Parsons TD, Banerjee N, Robucci R.
PLoS OneNEUROFEEDBACK Read

A pilot study to understand the relationship between cortical arousals and leg movements during sleep

2022
Bansal K, Garcia J, Feltch C, Earley C, Robucci R, Banerjee N, Brooks J.
Scientific ReportsLMS & AROUSAL Read

Pilot study: can machine learning analyses of movement discriminate between leg movements in sleep (LMS) with vs. without cortical arousals?

2021
Jha A, Banerjee N, Feltch C, Robucci R, Earley CJ, Lam J, Allen R.
Sleep and BreathingMACHINE LEARNING Read

RestEaZe: low-power, accurate sleep monitoring using a wearable multi-sensor ankle band

2020
Bobovych S, Sayeed F, Banerjee N, Robucci R, Allen RP.
Smart HealthWEARABLE DESIGN Read
Our Journey

Key Milestones & Clinical Innovation

From university research labs to FDA Breakthrough Device Designation.

2014 – 2021: Research & Foundation
  1. 2014
    MII Phase I and NSF PFI-AR Grants

    Grants from the Maryland Innovation Initiative (MII) and the NSF Partnerships for Innovation program funded prototype development for the multi-sensor ankle band and recording software, and market research for RLS and ADHD diagnosis and management.

  2. 2016
    Formation of Tanzen Medical Inc.

    A collaboration between Johns Hopkins sleep physicians and UMBC engineering professors.

  3. 2019
    First RestEaze Band Prototype

    First prototype of the RestEaze band built, with analytics in the cloud. Raised capital from MII Phase III and an NSF SBIR Phase I award.

  4. 2021
    FDA Breakthrough Device Designation

    Received an FDA Breakthrough Device Designation for RestEaze, and raised angel investment.

2023 – 2026: Clinical Translation & Scale
  1. 2023
    Generation 2 Device Completed

    Data collection at Kennedy Krieger Institute, Johns Hopkins University, Comprehensive Sleep Clinic and UPMC. Received NIH SBIR Phase I and Defense Health Agency (DHA) SBIR Phase I awards.

  2. 2025
    Manufacturing-Ready System Development

    Development started on the manufacturing-ready RestEaze system, including the Generation 3 multi-sensor architecture.

  3. 2026
    FDA Pre-Submission and De Novo Pathway

    FDA pre-submission made and the first pre-submission meeting held to determine the De Novo route.

  4. 2026
    Peer-Reviewed Validation Published

    Peer-reviewed papers in Scientific Reports on sleep–wake detection and cortical arousal detection from leg-worn sensors.

Our Leaders

Leadership Team

Our leadership team brings together experienced technologists, researchers and medical professionals.

  • Nilanjan Banerjee, Ph.D.
    Nilanjan Banerjee, Ph.D.
    Co-Founder & CEO
    Professor of Computer Science & Electrical Engineering
  • Cody Feltch
    Cody Feltch
    Co-Founder & CTO
    Embedded Systems & Biomedical Hardware
  • Justin Brooks, M.D., Ph.D.
    Justin Brooks, M.D., Ph.D.
    Chief Science Officer
    Sleep Neurologist & Clinical Researcher
Expert Advisors

Advisory Board

Our advisory board includes leading experts in sleep medicine and business leaders in the medical device industry.

  • Christopher Earley, M.B.B.Ch., Ph.D.
    Christopher Earley, M.B.B.Ch., Ph.D.
    Professor of Neurology, Johns Hopkins University

    Researches the pathophysiology and pharmacological treatment of RLS, its overlap with ADHD, and other nocturnal motor disorders.

  • Daniel Picchietti, M.D.
    Daniel Picchietti, M.D.
    Clinical Professor of Neurology, University of Illinois & Carle Foundation Hospital

    Sleep physician and clinical researcher specializing in pediatric sleep disorders, periodic limb movement disorder (PLMD) and international diagnostic criteria for sleep-related movement disorders.

  • Michael Smith, Ph.D.
    Michael Smith, Ph.D.
    Professor of Neurology, Johns Hopkins University School of Medicine

    Clinical psychologist and director of behavioral sleep medicine, researching the mechanisms that connect chronic pain, fragmented sleep and insomnia.

  • Michael Thomas
    Michael Thomas
    Medical Device & MedTech Executive

    Commercialization strategist and digital health leader with experience bringing diagnostic technologies through FDA clearance and into clinical use.

  • Lourdes M. DelRosso, M.D., MS
    Lourdes M. DelRosso, M.D., MS
    Sleep Physician & Clinical Specialist, Seattle Children's Hospital

    Professor of pediatrics leading research on Restless Sleep Disorder (RSD), childhood sleep movement disturbances and objective nighttime measures.

  • Ryan Robucci, Ph.D.
    Ryan Robucci, Ph.D.
    Associate Professor of Computer Engineering, UMBC

    Directs research on embedded sensing systems, ultra-low-power biomedical circuits and real-time signal processing.

Expert Opinions

What Are Experts Saying About RestEaze?

"As you know there are many children who have very restless sleep including many with ADHD and RLS. [RestEaze] would help us evaluate both diagnosis and treatment efficacy."

Lourdes M. DelRosso, M.D., MS
Lourdes M. DelRosso, M.D., MS
Sleep Specialist, Seattle Children's Hospital
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Bring RestEaze™ to Your Clinic or Study

Talk with our team about how multi-night, at-home leg movement monitoring can support your diagnoses, treatment tracking and trial endpoints.