World's Best Scientists 2026 revealed!
Antonio Lanata

Antonio Lanata

D-Index & Metrics

Computer Science

D-Index
34
Citations
4795
World Ranking
12206
National Ranking
418

Overview

Antonio Lanata is affiliated with the University of Florence in Italy and has contributed to various fields within medicine, focusing primarily on cognitive neuroscience, artificial intelligence, cardiology and cardiovascular medicine, biomedical engineering, and pediatrics, perinatology, and child health.

The scientist's recent publications include research on topics such as EEG and brain-computer interfaces, heart rate variability and autonomic control, neonatal and fetal brain pathology, non-invasive vital sign monitoring, veterinary equine medical research, voice and speech disorders, and animal behavior and welfare studies.

Selected recent papers authored or co-authored by Antonio Lanata include:

  • Facial Emotion Recognition (FER) Through Custom Lightweight CNN Model: Performance Evaluation in Public Datasets, 2024, IEEE Access
  • Nonlinear Analysis of Eye-Tracking Information for Motor Imagery Assessments, 2020, Frontiers in Neuroscience
  • Automatic Detection of Epileptic Seizures in Neonatal Intensive Care Units Through EEG, ECG and Video Recordings: A Survey, 2021, IEEE Access
  • Quantifying the lagged Poincaré plot geometry of ultrashort heart rate variability series: automatic recognition of odor hedonic tone, 2020, Medical & Biological Engineering & Computing
  • Inside the Interaction: Contact With Familiar Humans Modulates Heart Rate Variability in Horses, 2020, Frontiers in Veterinary Science

Frequent co-authors in Antonio Lanata's research work include:

  • Lorenzo Frassineti
  • Mustafa Can Gursesli
  • Claudia Manfredi
  • Andrea Guazzini
  • Enzo Pasquale Scilingo

The scientist publishes regularly in several venues, including:

  • Bioengineering
  • Frontiers in Veterinary Science
  • IEEE Access
  • Scientific Reports
  • 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Antonio Lanata's work covers multiple areas of study and research topics, such as:

  • EEG and Brain-Computer Interfaces
  • Heart Rate Variability and Autonomic Control
  • Neonatal and fetal brain pathology
  • Non-Invasive Vital Sign Monitoring
  • Veterinary Equine Medical Research
  • Voice and Speech Disorders
  • Animal Behavior and Welfare Studies

Best Publications

  • cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing

    Alberto Greco;Gaetano Valenza;Antonio Lanata;Enzo Pasquale Scilingo

  • The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition

    G. Valenza;A. Lanata;E. P. Scilingo

  • Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics

    Gaetano Valenza;Luca Citi;Antonio Lanatá;Enzo Pasquale Scilingo

  • Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability

    Mimma Nardelli;Gaetano Valenza;Alberto Greco;Antonio Lanata

  • Complexity Index From a Personalized Wearable Monitoring System for Assessing Remission in Mental Health

    Antonio Lanata;Gaetano Valenza;Mimma Nardelli;Claudio Gentili

  • SoC CMOS UWB Pulse Radar Sensor for Contactless Respiratory Rate Monitoring

    D. Zito;D. Pepe;M. Mincica;F. Zito

  • Wearable Monitoring for Mood Recognition in Bipolar Disorder Based on History-Dependent Long-Term Heart Rate Variability Analysis

    Gaetano Valenza;Mimma Nardelli;Antonio Lanata;Claudio Gentili

  • How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving

    Antonio Lanata;Gaetano Valenza;Alberto Greco;Claudio Gentili

  • Dominant Lyapunov exponent and approximate entropy in heart rate variability during emotional visual elicitation

    Gaetano Valenza;Paolo Allegrini;Antonio Lanatà;Enzo Pasquale Scilingo

  • Comparative Evaluation of Susceptibility to Motion Artifact in Different Wearable Systems for Monitoring Respiratory Rate

    A. Lanata;E.P. Scilingo;E. Nardini;G. Loriga

  • Mood recognition in bipolar patients through the PSYCHE platform: Preliminary evaluations and perspectives

    Gaetano Valenza;Claudio Gentili;Antonio Lanatí;Enzo Pasquale Scilingo

  • Electrodermal activity in bipolar patients during affective elicitation

    Alberto Greco;Gaetano Valenza;Antonio Lanata;Giuseppina Rota

  • Combining electroencephalographic activity and instantaneous heart rate for assessing brain-heart dynamics during visual emotional elicitation in healthy subjects.

    G. Valenza;A. Greco;C. Gentili;A. Lanata

  • Speech analysis for mood state characterization in bipolar patients

    Nicola Vanello;Andrea Guidi;Claudio Gentili;Sandra Werner

  • Characterization of Depressive States in Bipolar Patients Using Wearable Textile Technology and Instantaneous Heart Rate Variability Assessment

    Gaetano Valenza;Luca Citi;Claudio Gentili;Antonio Lanata

  • Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation

    G. Valenza;A. Lanata;E. P. Scilingo

  • Predicting Mood Changes in Bipolar Disorder Through Heartbeat Nonlinear Dynamics

    Gaetano Valenza;Mimma Nardelli;Antonio Lanata;Claudio Gentili

  • Robust multiple cardiac arrhythmia detection through bispectrum analysis

    A. Lanatá;G. Valenza;C. Mancuso;E.P. Scilingo

  • A novel EDA glove based on textile-integrated electrodes for affective computing

    Antonio Lanatà;Gaetano Valenza;Enzo Pasquale Scilingo

  • Eye gaze patterns in emotional pictures

    Antonio Lanatà;Gaetano Valenza;Enzo Pasquale Scilingo

Frequent Co-Authors

Enzo Pasquale Scilingo
Enzo Pasquale Scilingo University of Pisa
Gaetano Valenza
Gaetano Valenza University of Pisa
Danilo De Rossi
Danilo De Rossi University of Pisa
Paul F. M. J. Verschure
Paul F. M. J. Verschure Institució Catalana de Recerca i Estudis Avançats
Antonio Bicchi
Antonio Bicchi Italian Institute of Technology
Elisabeth André
Elisabeth André University of Augsburg
Daniel David
Daniel David Babeș-Bolyai University
Gün R. Semin
Gün R. Semin ISPA - University Institute of Psychological, Social and Life Sciences
Nicola Toschi
Nicola Toschi University of Rome Tor Vergata
Elisabetta Palagi
Elisabetta Palagi University of Pisa

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