18 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of Illinois Urbana-ChampaignUS9 papers
- Illinois CollegeUS3 papers
- Washington University in St. LouisUS3 papers
- University of Illinois ChicagoUS2 papers
- Creative Thermal SolutionsUS1 paper
- Illinois Institute of TechnologyUS1 paper
- International University of the CaribbeanJM1 paper
- Mayo Clinic in ArizonaUS1 paper
- Tsinghua UniversityCN1 paper
- University of California, Santa BarbaraUS1 paper
- University of Illinois SystemUS1 paper
10 papers
A Radiological Clip Design Using Ultrasound Identification to Improve Localization
Jenna Cario, Zhengchang Kou, Rita J. Miller +3
Objective: We demonstrate the use of ultrasound to receive an acoustic signal transmitted from a radiological clip designed from a custom circuit. This signal encodes an identifica…
Minimally Invasive Live Tissue High-fidelity Thermophysical Modeling using Real-time Thermography
Hamza El-Kebir, Junren Ran, Yongseok Lee +7
We present a novel thermodynamic parameter estimation framework for energy-based surgery on live tissue, with direct applications to tissue characterization during electrosurgery.…
Impact of deep learning-based image super-resolution on binary signal detection
Xiaohui Zhang, Varun A. Kelkar, Jason Granstedt +2
Deep learning-based image super-resolution (DL-SR) has shown great promise in medical imaging applications. To date, most of the proposed methods for DL-SR have only been assessed…
Advancing the AmbientGAN for learning stochastic object models
Weimin Zhou, Sayantan Bhadra, Frank J. Brooks +3
Medical imaging systems are commonly assessed and optimized by use of objective-measures of image quality (IQ) that quantify the performance of an observer at specific tasks. Varia…
Approximating the Ideal Observer for joint signal detection and localization tasks by use of supervised learning methods
Weimin Zhou, Hua Li, Mark A. Anastasio
Medical imaging systems are commonly assessed and optimized by use of objective measures of image quality (IQ). The Ideal Observer (IO) performance has been advocated to provide a…
Low-Complexity System and Algorithm for an Emergency Ventilator Sensor and Alarm
Ryan M. Corey, Evan M. Widloski, David Null +11
In response to the shortage of ventilators caused by the COVID-19 pandemic, many organizations have designed low-cost emergency ventilators. Many of these devices are pressure-cycl…
Learning Numerical Observers using Unsupervised Domain Adaptation
Shenghua He, Weimin Zhou, Hua Li +1
Medical imaging systems are commonly assessed by use of objective image quality measures. Supervised deep learning methods have been investigated to implement numerical observers f…
A Mobile Geo-Communication Dataset for Physiology-Aware DASH in Rural Ambulance Transport
Mohammad Hosseini, Yu Jiang, Ali Yekkehkhany +2
Use of telecommunication technologies for remote, continuous monitoring of patients can enhance effectiveness of emergency ambulance care during transport from rural areas to a reg…
A Pathophysiological Model-Driven Communication for Dynamic Distributed Medical Best Practice Guidance Systems
Mohammad Hosseini, Yu Jiang, Poliang Wu +3
There is a great divide between rural and urban areas, particularly in medical emergency care. Although medical best practice guidelines exist in hospital handbooks, they are often…
SINk: A Middleware for Synchronization of Heterogeneous Software Interfaces
Mohammad Hosseini, Yu Jiang, Poliang Wu +2
Software is everywhere. The increasing requirement of supporting a wide variety of domains has rapidly increased the complexity of software systems, making them hard to maintain an…