Simon Lyra

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Top Venues

Medical Biol. Eng. Comput.

Publications

Jöran Rixen, Benedikt Eliasson, Simon Lyra, Steffen Leonhardt
Shape analysis of training data for neural networks in Electrical Impedance Tomography. EMBC (2023)
Florian Voss, Lennard Tiltmann, Simon Lyra, Steffen Leonhardt, Markus Lüken
A Physical Phantom for the Simulation of Neonatal Thermoregulation. EMBC (2023)
Simon Lyra, Arian Mustafa, Jöran Rixen, Stefan Borik, Markus J. Lüken, Steffen Leonhardt
Conditional Generative Adversarial Networks for Data Augmentation of a Neonatal Image Dataset. Sensors 23 (2) (2023)
Jöran Rixen, Nico Blass, Simon Lyra, Steffen Leonhardt
Comparison of Machine Learning Classifiers for the Detection of Breast Cancer in an Electrical Impedance Tomography Setup. Algorithms 16 (11) (2023)
Simon Lyra, Jinyi Jin, Steffen Leonhardt, Markus Lüken
Early Prediction of Neonatal Sepsis From Synthetic Clinical Data Using Machine Learning. EMBC (2023)
Simon Lyra, Ines Groß-Weege, Steffen Leonhardt, Markus J. Lüken
Real-Time Respiration Monitoring of Neonates from Thermography Images Using Deep Learning. ICIAP (1) (2022)
Simon Lyra, Jöran Rixen, Konrad Heimann, Srinivasa Karthik, Jayaraj Joseph, Kumutha Jayaraman, Thorsten Orlikowsky, Mohanasankar Sivaprakasam, Steffen Leonhardt, Christoph Hoog Antink
Camera fusion for real-time temperature monitoring of neonates using deep learning. Medical Biol. Eng. Comput. 60 (6) (2022)
Florian Voss, Simon Lyra, Daniel Blase, Steffen Leonhardt, Markus J. Lüken
A Setup for Camera-Based Detection of Simulated Pathological States Using a Neonatal Phantom. Sensors 22 (3) (2022)
Simon Lyra, Leon Mayer, Liyang Ou, David Chen, Paddy Timms, Andrew Tay, Peter Y. Chan, Bergita Ganse, Steffen Leonhardt, Christoph Hoog Antink
A Deep Learning-Based Camera Approach for Vital Sign Monitoring Using Thermography Images for ICU Patients. Sensors 21 (4) (2021)
Simon Lyra, Florian Voss, André Coenen, Daniel Blase, Idoia Badiola Aguirregomezcorta, Durmus Umutcan Uguz, Steffen Leonhardt, Christoph Hoog Antink
A Neonatal Phantom for Vital Signs Simulation. IEEE Trans. Biomed. Circuits Syst. 15 (5) (2021)
Christoph Hoog Antink, Joana Carlos Mesquita Ferreira, Michael Paul, Simon Lyra, Konrad Heimann, Srinivasa Karthik, Jayaraj Joseph, Kumutha Jayaraman, Thorsten Orlikowsky, Mohanasankar Sivaprakasam, Steffen Leonhardt
Fast body part segmentation and tracking of neonatal video data using deep learning. Medical Biol. Eng. Comput. 58 (12) (2020)
Simon Lyra, Steffen Leonhardt, Christoph Hoog Antink
Early Prediction of Sepsis Using Random Forest Classification for Imbalanced Clinical Data. CinC (2019)