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Previous Awards

The papers receiving these awards were selected from a set of outstanding papers, based on the quantitative and qualitative classifications as well as comments provided by the program committee reviewers, their final classification as full paper and their oral presentation at the conference.

2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010

BIOSIGNALS 2025

Best Paper Award

Greedy Brain Source Localization with Rank Constraints
Viviana Hernandez-Castañon, Steven Le Cam and Radu Ranta

Honorable Mention: Modulating Cerebral Rhythms in Parkinson's Disease: Insights on the Role of Auditory Stimulation
Pablo García-Peña, Juan M. López, Milagros Ramos, Daniel González-Nieto and Guillermo de Arcas

Best Student Paper Award

Quantifying Racial Bias in SpO 2 Measurements Using a Machine Learning Approach
Hakan Burak Karli, Eli Hilborn and Bige Deniz Unluturk

Honorable Mention: Novel and Efficient Hyperdimensional Encoding of Surface Electromyography Signals for Hand Gesture Recognition
Ancelin Salerno and Sylvain Barraud

Best Poster Award

Unveiling Vocal Phenotypes of Dysphonia with Unsupervised Learning
Federico Calà, Francesco Correnti, Lorenzo Frassineti, Giovanna Cantarella, Giulia Buccichini, Ludovica Battilocchi and Antonio Lanatà

Honorable Mention: Changes in Attention Levels While Driving a Car Estimated Using Modelling Techniques with Features of Oculo-Motors
Minoru Nakayama, Qian Chayn Sun and Jianhong Cecilia Xia

BIOSIGNALS 2024

Best Paper Award

A New Algorithm for Innervation Zone Estimation Using Surface Electromyography: A Simulation Study Based on a Simulator for Continuous sEMGs
Malte Mechtenberg, Nils Grimmelsmann and Axel Schneider

An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment
Shuning Han, Zhe Sun, Kanhao Zhao, Feng Duan, Cesar F. Caiafa, Yu Zhang and Jordi Solé-Casals

Best Student Paper Award

Evaluation of Gel and Dry Electrodes for EEG Measurement to Compare Their Suitability for Multimodal Workload Detection in Humans
Judith Bütefür, Mathias Trampler and Elsa Andrea Kirchner

A Comparison of Recurrent and Convolutional Deep Learning Architectures for EEG Seizure Forecasting
Sina Shafiezadeh, Marco Pozza and Alberto Testolin

Best Poster Award

Centrality of the Fingerprint Core Location
Laurenz Ruzicka, Bernhard Strobl, Bernhard Kohn and Clemens Heitzinger

BIOSIGNALS 2023

Best Paper Award

Wearable Data Generation Using Time-Series Generative Adversarial Networks for Hydration Monitoring
Farida Sabry, Wadha Labda, Tamer Eltaras, Fatima Hamza, Khawla Alzoubi and Qutaibah Malluhi

Best Student Paper Award

Comparison of the Electrophysiological Myoelectrical Activity Evolution in Induction of Labor with Pharmacological and Mechanical Methods
Alba Diaz-Martinez, Yiyao Ye-Lin, Rogelio Monfort-Ortiz, Javier Garcia-Casado, Iria Rey-Ferreira, Felix Nieto-del-Amor, Vicente Diago-Almela, Jose Luis Martinez-de-Juan and Gema Prats-Boluda

Best Poster Award

Arrythmia Classification Using MATLAB® Classification Learner App
Cesar N. Silva, Fernanda F. Lopes, Jefferson A. Matos and Maria Claudia F. Castro

BIOSIGNALS 2022

Best Paper Award

Adaptive Control of Cardio-respiratory Training in a Virtual Reality Hiking Simulation: A Feasibility Study
Rodrigo Lima, Muhammad Asif, Honorato Sousa and Sergi Bermúdez i Badia

Best Student Paper Award

Bone Conduction Eating Activity Detection based on YAMNet Transfer Learning and LSTM Networks
Wei Chen, Haruka Kamachi, Anna Yokokubo and Guillaume Lopez

Best Poster Award

Heart Rate Estimation based on Optical Flow: Enabling Smooth Angle Changes in Ultrasound Simulation
Henning Schäfer, Hendrik Damm and Christoph M. Friedrich

BIOSIGNALS 2021

Best Paper Award

Assessing Parkinson’s Disease Speech Signal Generalization of Clustering Results across Three Countries: Findings in the Parkinson’s Voice Initiative Study
Athanasios Tsanas and Siddharth Arora

Best Student Paper Award

Evaluation of Stair Climbing as an Approach for Estimating Heart Rate Recovery in Daily Activities
Daivaras Sokas, Andrius Rapalis, Andrius Petrėnas, Saulius Daukantas and Vaidotas Marozas

Best Poster Award

Separating Local and Propagated Contributors to the Behnke-fried Microelectrode Recordings
P. Jurczynski, S. Le Cam, B. Rossion and R. Ranta

BIOSIGNALS 2020

Best Paper Award

The Effect of Maxblur-pooling in Neural Networks on Shift-invariance Issue in Various Biological Signal Classification Tasks
Xianyin Hu, Shangyin Zou, Yuki Ban and Shin’ichi Warisawa

Best Student Paper Award

Recurrent Neural Network for Gait Pathology Detection
Jorge Sanchez-Casanova, Judith Liu-Jimenez, Pablo Fernandez-Lopez and Raul Sanchez-Reillo

Best Poster Award

Indirect Posture Correction System without Additional Equipment using Display Content Rotation
Akira Takahashi, Masahiro Inazawa, Yuki Ban and Shin’ichi Warisawa

BIOSIGNALS 2019

Best Paper Award

Comparing Parkinson's Disease Dysarthria and Aging Speech using Articulation Kinematics
A. Gómez-Rodellar, D. Palacios-Alonso, J. Mekyska, A. Álvarez-Marquina and P. Gómez-Vilda

Best Poster Award

Can Sit-to-walk Assessment Maximize Instrumented Timed Up & Go Test Output?
Slavka Viteckova, Radim Krupicka, Petr Dusek, Patrik Kutilek, Zoltan Szabo and Evžen Růžička

BIOSIGNALS 2018

Best Paper Award

Real-time Low SNR Signal Processing for Nanoparticle Analysis with Deep Neural Networks
Jan Eric Lenssen, Anas Toma, Albert Seebold, Victoria Shpacovitch, Pascal Libuschewski, Frank Weichert, Jian-Jia Chen and Roland Hergenröder

Best Student Paper Award

Feasibility of Labor Induction Success Prediction based on Uterine Myoelectric Activity Spectral Analysis
C. Benalcazar Parra, A. I. Tendero, Y. Ye-Lin, J. Alberola-Rubio, A. Perales Marin, J. Garcia-Casado and G. Prats-Boluda

Best Poster Award

Adaptive Filtering for Electromyographic Signal Processing in Scoliosis Indexes Estimation
Eleonora Sulas, Luigi Raffo, Marco Monticone and Danilo Pani

BIOSIGNALS 2017

Best Paper Award

A Neural Network Approach for Automatic Detection of Acoustic Alarms
Alex Peiró Lilja, Ganna Raboshchuk and Climent Nadeu

Best Student Paper Award

Flow Parameters Derived from Impedance Pneumography after Nonlinear Calibration based on Neural Networks
Marcel Młyńczak and Gerard Cybulski

Best Poster Award

Linking Non-Extensive Entropy with Lempel-ziv Complexity to Obtain the Entropic Q-index from EEG Signals
Ernane José Xavier Costa, Adriano Rogeri Bruno Tech and Ana Carolina Sousa Silva

BIOSIGNALS 2016

Best Paper Award

Extraction of Temporal Gait Parameters using a Reduced Number of Wearable Accelerometers
Mohamed Boutaayamou, Vincent Denoël, Olivier Brüls, Marie Demonceau, Didier Maquet, Bénédicte Forthomme, Jean-Louis Croisier, Cédric Schwartz, Jacques G. Verly and Gaëtan Garraux

Best Student Paper Award

A Simulation-based Methodology to Test and Assess Designs of Mechatronic Neural Interface Systems
Samuel Bustamante, Juan C. Yepes, Vera Z. Pérez and Julio C. Correa

Best Poster Award

Nonlinear Model for Complex Neurons in Biological Visual Visions
Sasan Mahmoodi and Nasim Saba

BIOSIGNALS 2015

Best Paper Award

A User-centric Design of Permanent Magnetic Articulography based Assistive Speech Technology
Lam A. Cheah, Jie Bai, Jose A. Gonzalez, Stephen R. Ell, James M. Gilbert, Roger K. Moore and Phil D. Green

Best Student Paper Award

Recognizing Hand and Finger Gestures with IMU based Motion and EMG based Muscle Activity Sensing
Marcus Georgi, Christoph Amma and Tanja Schultz

BIOSIGNALS 2014

Best Paper Award

Observer Design for a Nonlinear Minimal Model of Glucose Disappearance and Insulin Kinetics
Driss Boutat, Mohamed Darouach and Holger Voos

Best Student Paper Award

Synchronization of Electroencephalography and Eye Tracking using Global Illumination Changes
Daniel Siboska, Henrik Karstoft and Henrik Pedersen

BIOSIGNALS 2013

Best Paper Award

Dynamic Data-based Modelling of Synaptic Plasticity: mGluR-dependent Long-term Depression
Tim Tambuyzer, Tariq Ahmed, C. James Taylor, Daniel Berckmans, Detlef Balschun and Jean-Marie Aerts

Best Student Paper Award

Array-based Electromyographic Silent Speech Interface
Michael Wand, Christopher Schulte, Matthias Janke and Tanja Schultz

BIOSIGNALS 2012

Best Paper Award

A WEARABLE GAIT ANALYSIS SYSTEM USING INERTIAL SENSORS PART II - Evaluation in a Clinical Setting
A. Sant'Anna, N. Wickström, H. Eklund and R. Tranberg

Best Student Paper Award

AN EFFICIENT STOCHASTIC BASED MODEL FOR SIMULATING MICROELECTRODE RECORDINGS OF THE DEEP BRAIN - Modelling and Analysis
K. J. Weegink, J. J. Varghese, P. A. Bellette, T. Coyne, P. A. Silburn and P. A. Meehan

BIOSIGNALS 2011

Best Paper Award

BIO-INSPIRED AUDITORY PROCESSING FOR SPEECH FEATURE ENHANCEMENT
HariKrishna Maganti and Marco Matassoni

Best Student Paper Award

OPTICAL METHODS FOR LOCAL PULSE WAVE VELOCITY ASSESSMENT
T. Pereira, M. Cabeleira, P. Matos, E. Borges, V. Almeida, J. Cardoso, C. Correia and H. C. Pereira

BIOSIGNALS 2010

Best Paper Award

PROBABILISTIC PATIENT MONITORING USING EXTREME VALUE THEORY - A Multivariate, Multimodal Methodology for Detecting Patient Deterioration

Best Student Paper Award

FEATURE RELEVANCE ASSESSMENT IN AUTOMATIC INTER-PATIENT HEART BEAT CLASSIFICATION