Christoph Hoog Antink

Christoph Hoog Antink

Technische Universität Darmstadt

H-index: 18

Europe-Germany

About Christoph Hoog Antink

Christoph Hoog Antink, With an exceptional h-index of 18 and a recent h-index of 16 (since 2020), a distinguished researcher at Technische Universität Darmstadt, specializes in the field of AI in Medicine, Multisensor Data Fusion, Medical Signal Processing, Machine Learning, Unobtrusive Sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multiple instance learning framework can facilitate explainability in murmur detection

An extensive quantitative analysis of the effects of errors in beat-to-beat intervals on all commonly used HRV parameters

Video-based analysis of the blink reflex in Parkinson’s disease patients

On the Atrial Fibrillation Detection Performance of ECG-DualNet

Automatic Generation of Labeled Data for Video-Based Human Pose Analysis via NLP applied to YouTube Subtitles

Transformer Network with Time Prior for Predicting Clinical Outcome from EEG of Cardiac Arrest Patients

Estimating thoracic movement with high-sampling rate THz technology

Using Consumer Camera and Custom Firmware to Monitor Heart Rate in Terminally Ill Children during Music Therapy

Christoph Hoog Antink Information

University

Position

Professor (Tenure Track)

Citations(all)

1243

Citations(since 2020)

1030

Cited By

438

hIndex(all)

18

hIndex(since 2020)

16

i10Index(all)

35

i10Index(since 2020)

27

Email

University Profile Page

Technische Universität Darmstadt

Google Scholar

View Google Scholar Profile

Christoph Hoog Antink Skills & Research Interests

AI in Medicine

Multisensor Data Fusion

Medical Signal Processing

Machine Learning

Unobtrusive Sensing

Top articles of Christoph Hoog Antink

Title

Journal

Author(s)

Publication Date

Multiple instance learning framework can facilitate explainability in murmur detection

PLOS Digital Health

Maurice Rohr

Benedikt Müller

Sebastian Dill

Gökhan Güney

Christoph Hoog Antink

2024/3/19

An extensive quantitative analysis of the effects of errors in beat-to-beat intervals on all commonly used HRV parameters

Scientific Reports

Maurice Rohr

Mika Tarvainen

Seyedsadra Miri

Gökhan Güney

Antti Vehkaoja

...

2024/1/30

Video-based analysis of the blink reflex in Parkinson’s disease patients

BioMedical Engineering OnLine

Talisa S Jansen

Gökhan Güney

Bergita Ganse

Mariana HG Monje

Jörg B Schulz

...

2024/12

On the Atrial Fibrillation Detection Performance of ECG-DualNet

medRxiv

Christoph Reich

Maurice Rohr

Tim Kircher

Christoph Hoog Antink

2023

Automatic Generation of Labeled Data for Video-Based Human Pose Analysis via NLP applied to YouTube Subtitles

Sebastian Dill

Susi Zhihan Li

Maurice Rohr

Maziar Sharbafi

Christoph Hoog Antink

2023/7/24

Transformer Network with Time Prior for Predicting Clinical Outcome from EEG of Cardiac Arrest Patients

Maurice Rohr

Tobias Schilke

Laurent Willems

Christoph Reich

Sebastian Dill

...

2023/10/1

Estimating thoracic movement with high-sampling rate THz technology

Sensors

Christoph Hoog Antink

Romina Schulz

Maurice Rohr

Konstantin Wenzel

Lars Liebermeister

...

2023/5/31

Using Consumer Camera and Custom Firmware to Monitor Heart Rate in Terminally Ill Children during Music Therapy

Maurice Rohr

Monika Hoog Antink

Sebastian Dill

Christoph Hoog Antink

2023/10/1

Multi-modal body part segmentation of infants using deep learning

BioMedical Engineering OnLine

Florian Voss

Noah Brechmann

Simon Lyra

Jöran Rixen

Steffen Leonhardt

...

2023/3/22

Limitations of Pacemaker Spike Detection in Capacitive ECGs via Deep Learning

Maurice Rohr

Zhaolan Huang

Durmus Umutcan Uguz

Rosalia Dettori

Andreas Napp

...

2023/9/1

Design of hardware accelerators for optimized and quantized neural networks to detect atrial fibrillation in patch ECG device with RISC-V

Sensors

Ingo Hoyer

Alexander Utz

André Lüdecke

Holger Kappert

Maurice Rohr

...

2023/3/1

Accuracy Evaluation of 3D Pose Estimation with MediaPipe Pose for Physical Exercises

Sebastian Dill

Andreas Rösch

Maurice Rohr

Gökhan Güney

Luisa De Witte

...

2023/9/1

DeepPlayer: An open‐source SignalPlant plugin for deep learning inference

Software: Practice and Experience

Filip Plesinger

Petr Nejedly

Zuzana Koscova

Maurice Rohr

Ivo Viscor

...

2023/2

Analyzing the Effect of Age and Gender on the Blink Reflex using MediaPipe

Gökhan Güney

Talisa S Jansen

Anne K Braczynski

Maurice Rohr

Sebastian Dill

...

2023/9/1

Methods and evaluation of physiological measurements with acoustic stimuli–a systematic review

Christian Laufs

Andreas Herweg

Christoph Hoog Antink

2023/10/19

Non-Contact Measurement of Heart Rate Variability in Frail Geriatric Patients: Response to Early Geriatric Rehabilitation and Comparison with Healthy Old Community-Dwelling …

Gerontology

Xinchi Yu

Christoph Hoog Antink

Steffen Leonhardt

Leo Cornelius Bollheimer

Thea Laurentius

2022/6/21

Inference runtime of a neural network to detect atrial fibrillation on customized RISC-V-based hardware

lngo Hoyer

Alexander Utz

Andre Ludecke

Maurice Rohr

Christoph Hoog Antink

...

2022/9/2

Camera fusion for real-time temperature monitoring of neonates using deep learning

Medical & Biological Engineering & Computing

Simon Lyra

Jöran Rixen

Konrad Heimann

Srinivasa Karthik

Jayaraj Joseph

...

2022/6

Comparison of Electrode Configurations for Impedance Plethysmography Based Heart Rate Estimation at the Forearm

Kardelen Yılmaz

Akinlabi Adeyemi

Christoph Hoog Antink

Antti Vehkaoja

2022/10/30

Estimation of the respiratory rate from ballistocardiograms using the Hilbert transform

BioMedical Engineering OnLine

Onno Linschmann

Steffen Leonhardt

Antti Vehkaoja

Christoph Hoog Antink

2022/8/4

See List of Professors in Christoph Hoog Antink University(Technische Universität Darmstadt)

Co-Authors

H-index: 35
Dr. Mohanasankar Sivaprakasam

Dr. Mohanasankar Sivaprakasam

Indian Institute of Technology Madras

H-index: 30
Puneet Singla

Puneet Singla

Penn State University

H-index: 25
Jayaraj Joseph

Jayaraj Joseph

Indian Institute of Technology Madras

H-index: 17
Daniel Teichmann

Daniel Teichmann

Massachusetts Institute of Technology

H-index: 12
Sanni Somppi

Sanni Somppi

Helsingin yliopisto

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