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BHI 2022: Ioannina, Greece
- IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2022, Ioannina, Greece, September 27-30, 2022. IEEE 2022, ISBN 978-1-6654-8791-7
- Athanasios Kallipolitis, Melina Tziomaka
, Dimitris Papadopoulos
Explainable computer vision analysis for embryo selection on blastocyst images. 1-4 - Javier O. Pinzón Arenas
Towards Continuous Acute Pain Detection using Deep Learning and Electrodermal Activity. 1-4 - Sencer Melih Deniz, Hamraz Javaheri, Juan Felipe Vargas, Dogan Urgun, Fariza Sabit, Mahmut Tok, Mehmet Haklidir, Bo Zhou, Paul Lukowicz:
Prediction of Lifted Weight Category Using EEG Equipped Headgear. 1-7 - Ilaria Siviero, Lorenza Brusini, Gloria Menegaz
Motor-imagery EEG signal decoding using multichannel-empirical wavelet transform for brain computer interfaces. 1-4 - Umair Mohammad, Fahad Saeed:
SPERTL: Epileptic Seizure Prediction using EEG with ResNets and Transfer Learning. 1-5 - Vasileios C. Pezoulas
Metabolomics in the prediction of prodromal stages of carotid artery disease using a hybrid ML algorithm. 1-4 - Liv Herzer, Annika Muecke, Robert Richer, Nils C. Albrecht, Markus Heyder, Katharina M. Jäger, Veronika Koenig, Alexander Koelpin
Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring. 1-4 - Elvin Johnson, Shreshta Mohan, Alex Gaudio
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. 1-4 - Pon Deepika, Prasad Sistla, Ganesh Subramaniam, Madhav Rao:
Deep Learning based Automated Screening for Intracranial Hemorrhages and GRAD-CAM Visualizations on Non-Contrast Head Computed Tomography Volumes. 1-5 - Aziza Merzouki, Wessel Valkenburg, Marc Bayala, Maroussia Roelens, Olivia Keiser, Amara Amara:
Improving the quality of anthropometric measures during medical consultations with children aged under five years old in Burkina Faso. 1-7 - Asim Hossain Gazi, Anna B. Harrison, Tamara P. Lambert, Malik Obideen, Justine W. Welsh
Transcutaneous Cervical Vagus Nerve Stimulation Reduces Respiratory Variability in the Context of Opioid Withdrawal. 1-4 - Daniel Lopes Soares Lima, Alexandre César Pinto Pessoa, Anselmo Cardoso de Paiva
Classification of Video Capsule Endoscopy Images Using Visual Transformers. 1-4 - Diogo Marcelo Nogueira, Jorge Oliveira, Carlos Gomes Ferreira, Miguel T. Coimbra
Can Multi-channel Heart Sounds Analysis improve Murmur Detection? 1-4 - Anastasia Pentari, George P. Kafentzis, Manolis Tsiknakis:
Investigating Graph-based Features for Speech Emotion Recognition. 1-5 - Young Sang Choi, Jieun Oh, Seonhui Ahn, Yul Hwangbo, Jin-Ho Choi:
Automated Pulmonary Function Measurements from Preoperative CT Scans with Deep Learning. 1-4 - Reihaneh Hassanzadeh, Anees Abrol, Vince D. Calhoun
Classification of Schizophrenia and Alzheimer's Disease using Resting-State Functional Network Connectivity. 1-4 - Keval Nagda, Michael Briden, Narges Norouzi:
Fine-grained Cross-Layer Attention Framework for Wound Stage Classification. 1-4 - Xiatian Zhang
Towards Graph Representation Learning Based Surgical Workflow Anticipation. 1-4 - Konstantina Tsarapatsani, Antonis I. Sakellarios, Vasileios C. Pezoulas
Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression. 1-4 - Katharina M. Jäger, Michael Nissen, Robert Richer, Simone Rahm, Adriana Titzmann, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser:
Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG. 1-4 - Lucas Paletta
Cognitive-emotional Stress and Risk Stratification of Situational Awareness in Immersive First Responder Training. 1-4 - Vivek B. S., Adarsh A, Jay Gubbi, Kartik Muralidharan, Ramesh Kumar Ramakrishnan, Arpan Pal:
ST-GNN for EEG Motor Imagery Classification. 1-4 - Vinod Kumar Chauhan
COPER: Continuous Patient State Perceiver. 1-4 - Shuting Hu
Stabilizing Skeletal Pose Estimation using mmWave Radar via Dynamic Model and Filtering. 1-6 - Kosmia Loizidou
Benign and Malignant Breast Mass Detection and Classification in Digital Mammography: The Effect of Subtracting Temporally Consecutive Mammograms. 1-4 - Federica Cruciani
What PLS can still do for Imaging Genetics in Alzheimer's disease. 1-4 - Toshiaki Koike-Akino, Ye Wang:
quEEGNet: Quantum AI for Biosignal Processing. 1-4 - Diego Machado Reyes
Genomics transformer for diagnosing Parkinson's disease. 1-4 - Nenad Filipovic, Smiljana Tomasevic
Modeling of Plaque Progression in the Carotid Artery Using Coupled Agent Based with Finite Element Method. 1-4 - Loukas Ilias, Dimitris Askounis, John E. Psarras:
A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer. 1-5 - David O'Callaghan, Cian Ryan, Ashkan Parsi, Joseph Lemley:
An EEG-based Method for Drowsiness Level Estimation. 1-4 - Artem Nikishov
Bio-Electrical Impedance Analysis for Wrist-Wearable Devices. 1-6 - Pranab Sahoo, Sriparna Saha, Samrat Mondal, Suraj Gowda:
Vision Transformer Based COVID-19 Detection Using Chest CT-scan images. 1-4 - Michail Sarafidis
Integrative Bioinformatics Analysis of Transcriptomic Data Reveals Hub Genes as Diagnostic Biomarkers for Non-Muscle vs. Muscle Invasive Bladder Cancer. 1-4 - Panagiotis K. Siogkas, Vassilis D. Tsakanikas, Antonis I. Sakellarios, Vassiliki T. Potsika, George Galyfos, Fragiska Sigala, Smiljana Tomasevic
MRI vs. US 3D computational models of carotid arteries: a proof-of-concept study. 1-4 - Gasper Slapnicar, Wenjin Wang, Mitja Lustrek:
Feasibility of Remote Pulse Transit Time Estimation Using Narrow-band Multi-wavelength Camera Photoplethysmography. 1-5 - Guanghang Liao, Caifeng Shan
Comparison of PPG and BCG Features for Camera-based Blood Pressure Estimation by Ice Water Stimulation. 1-4 - Victoria Müller, Robert Richer, Lea Henrich, Leonie Berger, Antonia Gelardi, Katharina M. Jäger, Bjoern M. Eskofier, Nicolas Rohleder:
The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction. 1-4 - Aishwarya Mahale
Automating Treatment Recommendations for Children with Cerebral Palsy Based on Multi-Modal Clinical Data. 1-4 - Bishal Lamichhane
A Template Matching Based Cough Detection Algorithm Using IMU Data From Earbuds. 1-4 - Yongshen Zeng, Xiaoyan Song, Hongwu Chen, Weimin Huang, Wenjin Wang:
A Multi-modal Clinical Dataset for Critically-Ill and Premature Infant Monitoring: EEG and Videos. 1-5 - Tiago Fernandes, Bruno M. Rocha, Diogo Pessoa
Classification of Adventitious Respiratory Sound Events: A Stratified Analysis. 1-5 - Carlos Sosa Marrero, Aurélien Briens, Pierre Fontaine, Bastien Rigaud, Renaud de Crevoisier, Oscar Acosta
Predicting the impact of standard and hypofractionated schedules in prostate cancer radiotherapy with a mechanistic model. 1-4 - Cyprien Plateau-Holleville, Yannick Benezeth:
Class-aware data augmentation by GAN specialisation to improve endoscopic images classification. 1-7 - Riccardo Asnaghi
BEBOP: Bidirectional dEep Brain cOnnectivity maPping. 1-4 - Muhammad Zubair Khan, Yugyung Lee, Muazzam Ali Khan, Arslan Munir
Towards Long - Range Pixels Connection for Context-Aware Semantic Segmentation. 1-5 - Laura Carolina Martínez Esmeral
Class Activation Maps for the disentanglement and occlusion of identity attributes in medical imagery. 1-4 - Zongxiang Pei, Daoqiang Zhang, Wei Shao:
Efficient Metric Learning with Graph Transformer for Accurate Colorectal Cancer Staging. 1-6 - Adriana Anido-Alonso, Diego Álvarez-Estévez
Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging. 1-6 - Xue Zhou
Gender Difference in Prognosis of Patients with Heart Failure: A Propensity Score Matching Analysis. 1-4 - Saeid Alavi Naeini
Concurrent Validity of Automatic Speech and Pause Measures During Passage Reading in ALS. 1-6 - Saeid Alavi Naeini
Automated Temporal Segmentation of Orofacial Assessment Videos. 1-6 - Dimitrios Boucharas, Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios Manousos, Vasileios Skaramagkas, Emmanouil Ktistakis, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis:
AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition. 1-4 - Julio Marcos Gomes Junior
Interpretability with Relevance Aggregation in Neural Networks for Absenteeism Prediction. 1-4 - Hugo Calero-Díaz
Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients. 1-4 - Hanan Farhat, George E. Sakr, Rima Kilany:
Pneumonia and COVID-19 Detection in Chest X-rays Using Faster Region-Based Convolutional Neural Networks (Faster R-CNN)*. 1-8 - Hamid Moradi
Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy. 1-4 - Beniamino Daniele, Giulio Steyde
Discriminating Healthy and IUGR fetuses through Machine Learning models. 1-4 - Guanjie Huang, Fenglong Ma:
TrustSleepNet: A Trustable Deep Multimodal Network for Sleep Stage Classification. 1-4 - Feargal O'Sullivan, Sergi Gómez-Quintana, Andriy Temko, Emanuel M. Popovici:
An implementation of an AI-assisted sonification algorithm for neonatal EEG seizure detection on an edge device. 1-4 - Orestis D. Papagiannopoulos, Costas Papaloukas, Vasileios C. Pezoulas
Comparison of Proteomic Approaches in Autoinflammatory Disease Classification. 1-4 - Jacob Armstrong, David A. Clifton:
Continual learning of longitudinal health records. 1-6 - Boyuan Peng, Yiyang Liu, Xin Zhu, Shouhei Ikeda, Saburo Tsunoda:
Femoral segmentation of MRI images using PP-LiteSeg. 1-4 - Florian Allender, Rémi Allègre, Cédric Wemmert, Jean-Michel Dischler:
Conditional image synthesis for improved segmentation of glomeruli in renal histopathological images. 1-5 - Konstantinos Psychogyios, Loukas Ilias
Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. 1-5 - Linda Greta Dui
Can Free Drawing Anticipate Handwriting Difficulties? A Longitudinal Study. 1-4 - Panagiota I. Tsompou, Vassiliki T. Potsika, Nikola Jovica Petrovic, Vasileios C. Pezoulas
Computational modeling of atherosclerotic plaque progression through an efficient 3D agent-based modeling approach. 1-4 - Vasileios C. Pezoulas
A hybrid approach based on dynamic trajectories to predict mortality in COVID-19 patients upon steroids administration. 1-4 - Sevgi Zubeyde Gurbuz
Continuous Human Activity Recognition and Step-Time Variability Analysis with FMCW Radar. 1-4 - Siyue Song, Tianhua Chen
Improve the trustwortiness of medical text interpretations. 1-7 - Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN. 1-4 - Lei Lu
Spectrum Estimation of Heart Rate Variability Using Low-rank Matrix Completion. 1-4 - Taha Ceritli, Andrew P. Creagh, David A. Clifton:
Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling. 1-8 - James Gascoigne-Burns, Stamos Katsigiannis:
A Localisation Study of Deep Learning Models for Chest X-ray Image Classification. 1-5 - Suraj Ramchand, Gavin Tsang, Duncan Cole, Xianghua Xie:
RetainEXT: Enhancing Rare Event Detection and Improving Interpretability of Health Records using Temporal Neural Networks. 1-6 - Andrea Berti, Gianluca Carloni, Sara Colantonio, Maria Antonietta Pascali, Paolo Manghi, Pasquale Pagano, Rossana Buongiorno, Eva Pachetti, Claudia Caudai, Domenico Di Gangi, Emanuele Carlini, Zeno Falaschi, Esther Ciarrocchi, Emanuele Neri, Elena Bertelli, Vittorio Miele, Roberto Carpi, Giulio Bagnacci, Nunzia Di Meglio, M. Antonietta Mazzei, Andrea Barucci:
Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project. 1-4 - Munib Mesinovic, Kai-Wen K. Yang:
Multi-label Neural Model for Prediction of Myocardial Infarction Complications with Resampling and Explainability. 1-5 - Shuang Chen
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft Lip. 1-4 - Brandon Oubre, Sunghoon Ivan Lee:
Estimating Post-Stroke Upper-Limb Impairment from Four Activities of Daily Living using a Single Wrist-Worn Inertial Sensor. 1-4 - Dimitrios G. Boucharas, Chryssa A. Anastasiadou, Spyridon Karkabounas, Efthimia Antonopoulou
Mathematical Modeling and Growth Model Analysis for Preventing the Cancer Cell Development. 1-4 - Jayroop Ramesh
Explainable Machine Learning for Vitamin A Deficiency Classification in Schoolchildren. 1-4 - Thinh Phan, Duc Le, Brijesh Patel, Donald A. Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning. 1-4 - Dimitris Zaridis
Fine-tuned feature selection to improve prostate segmentation via a fully connected meta-learner architecture. 1-4 - Xin Jing, Shuo Liu, Emilia Parada-Cabaleiro, Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Björn W. Schuller:
A Temporal-oriented Broadcast ResNet for COVID-19 Detection. 1-5 - Krittika Goyal, David A. Borkholder, Steven W. Day
Unobtrusive In-Home Respiration Monitoring Using a Toilet Seat. 1-5 - Hooman Rokham, Haleh Falakshahi, Vince D. Calhoun
Relationship of Hemodynamic Delay and Sex Differences Among Adolescents Using Resting-state fMRI Data. 1-4 - Jui-Fu Hong, Yi-Ju Tseng
Performance vs. Privacy: Evaluating the Performance of Predicting Second Primary Cancer in Lung Cancer Survivors with Privacy-preserving Approaches. 1-4 - Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekar, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation. 1-4 - Clauirton A. Siebra, Igor Matias
Behavioral Data Categorization for Transformers-based Models in Digital Health. 1-4 - Kexin Feng:
Toward Knowledge-Driven Speech-Based Models of Depression: Leveraging Spectrotemporal Variations in Speech Vowels. 1-7 - Juan Manuel Vargas Garcia, Mohamed A. Bahloul, Taous-Meriem Laleg-Kirati
Spectrogram Image-based Machine Learning Model for Carotid-to-Femoral Pulse Wave Velocity Estimation Using PPG Signal. 1-4 - Elisabeth R. M. Heremans
Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging. 1-4 - Nagaraj Hegde, Tracy A. Swibas, Edward L. Melanson, Edward Sazonov:
Development and Independent Validation of Energy Expenditure Models Using SmartStep. 1-8 - Juan Manuel López-Correa, Caroline König, Alfredo Vellido:
Molecular Dynamics forecasting of transmembrane Regions in GPRCs by Recurrent Neural Networks. 1-4 - Yixiao Huang
Stratification and Survival Prediction for Amyotrophic Lateral Sclerosis Patients. 1-5 - Zicong Li, Henggui Zhang:
Parallel Multi-scale convolution based prototypical network for few-shot ECG beats classification. 1-4 - Tsakaneli Stavroula, Ekaterini S. Bei, Michalis E. Zervakis:
Tsakaneli Stavroula. 1-5 - Yi Zhu
How Generalizable and Interpretable are Speech-Based COVID-19 Detection Systems?: A Comparative Analysis and New System Proposal. 1-5 - Eugenia Mylona
Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis. 1-4 - Nikolaos Siopis, Anastasios Alexiadis, Georgios Gerovasilis, Andreas Triantafyllidis, Konstantinos Votis, Dimitrios Tzovaras
HSmartBPM: A modular web platform for tailored management of hypertension. 1-4 - Haowen Wang, Jia Huang, Guowei Wang, Hongzhou Lu, Wenjin Wang:
Surveillance Camera-based Cardio-respiratory Monitoring for Critical Patients in ICU. 1-4 - Jannik S. Pedersen
Domain over size: Clinical ELECTRA surpasses general BERT for bleeding site classification in the free text of electronic health records. 1-4 - Despoina Petsani
Towards acceptable emerging technologies for homemonitoring and care: a feasibility study with COVID-19 patients. 1-4 - Vasileios C. Pezoulas
A federated AI-empowered platform for disease management across a Pan-European data driven hub. 1-4 - Lulin Shi, Ivy H. M. Wong, Claudia T. K. Lo, Terence T. W. Wong:
One-side Virtual Histological Staining Model for Complex Human Samples. 1-4 - Sorush Omidvar, Ali R. Roghanizad, Lucy Chikwetu, Garrett Ash, Jessilyn Dunn
Enhancing Continuous Glucose Monitoring-based Eating Detection with Wearable Biomarkers. 1-4 - Brendan Lyden, Zachary Dair, Ruairi O'Reilly:
Classification of Sleep Apnea via SpO2 in a Simulated Smartwatch Environment. 1-5 - Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller:
COVID-19 Detection Exploiting Self-Supervised Learning Representations of Respiratory Sounds. 1-4
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