BHI

Keyphrases

Publications

2022

Jannik S. Pedersen, Martin S. Laursen, Cristina Soguero-Ruíz, Thiusius R. Savarimuthu, Rasmus Søgaard Hansen, Pernille J. Vinholt
Domain over size: Clinical ELECTRA surpasses general BERT for bleeding site classification in the free text of electronic health records. BHI (2022)
Nenad Filipovie, Smiljana Tomasevic, Andjela Blagojevic, Branko Arsic, Milos Anic, Tijana Djukic
Modeling of Plaque Progression in the Carotid Artery Using Coupled Agent Based with Finite Element Method. BHI (2022)
Julio Marcos Gomes Junior, Fabricio Martins Lopes
Interpretability with Relevance Aggregation in Neural Networks for Absenteeism Prediction. BHI (2022)
Adriana Anido-Alonso, Diego Álvarez-Estévez
Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging. BHI (2022)
James Gascoigne-Burns, Stamos Katsigiannis
A Localisation Study of Deep Learning Models for Chest X-ray Image Classification. BHI (2022)
Sorush Omidvar, Ali R. Roghanizad, Lucy Chikwetu, Garrett Ash, Jessilyn Dunn, Bobak J. Mortazavi
Enhancing Continuous Glucose Monitoring-based Eating Detection with Wearable Biomarkers. BHI (2022)
Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Antreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
A federated AI-empowered platform for disease management across a Pan-European data driven hub. BHI (2022)
Federica Cruciani, André Altmann, Marco Lorenzi, Gloria Menegaz, Ilaria Boscolo Galazzo
What PLS can still do for Imaging Genetics in Alzheimer's disease. BHI (2022)
Ilaria Siviero, Lorenza Brusini, Gloria Menegaz, Silvia Francesca Storti
Motor-imagery EEG signal decoding using multichannel-empirical wavelet transform for brain computer interfaces. BHI (2022)
Juan Manuel López-Correa, Caroline König, Alfredo Vellido
Molecular Dynamics forecasting of transmembrane Regions in GPRCs by Recurrent Neural Networks. BHI (2022)
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. BHI (2022)
Zicong Li, Henggui Zhang
Parallel Multi-scale convolution based prototypical network for few-shot ECG beats classification. BHI (2022)
Asim H. Gazi, Anna B. Harrison, Tamara P. Lambert, Malik Obideen, Justine W. Welsh, Viola Vaccarino, Amit J. Shah, Sudie E. Back, Christopher J. Rozell, J. Douglas Bremner, Omer T. Inan
Transcutaneous Cervical Vagus Nerve Stimulation Reduces Respiratory Variability in the Context of Opioid Withdrawal. BHI (2022)
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. BHI (2022)
Zongxiang Pei, Daoqiang Zhang, Wei Shao
Efficient Metric Learning with Graph Transformer for Accurate Colorectal Cancer Staging. BHI (2022)
Lei Lu, Tingting Zhu, Yuan-Ting Zhang, David A. Clifton
Spectrum Estimation of Heart Rate Variability Using Low-rank Matrix Completion. BHI (2022)
Taha Ceritli, Andrew P. Creagh, David A. Clifton
Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling. BHI (2022)
Clauirton A. Siebra, Igor Matias, Katarzyna Wac
Behavioral Data Categorization for Transformers-based Models in Digital Health. BHI (2022)
Dimitris Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Kostas Marias, Manolis Tsiknakis, Dimitios I. Fotiadis
Fine-tuned feature selection to improve prostate segmentation via a fully connected meta-learner architecture. BHI (2022)
Siyue Song, Tianhua Chen, Grigoris Antoniou
Improve the trustwortiness of medical text interpretations. BHI (2022)
Hooman Rokham, Haleh Falakshahi, Vince D. Calhoun
Relationship of Hemodynamic Delay and Sex Differences Among Adolescents Using Resting-state fMRI Data. BHI (2022)
Daniel Lopes Soares Lima, Alexandre César Pinto Pessoa, Anselmo Cardoso de Paiva, António Manuel Trigueiros da Silva Cunha, Geraldo Braz Junior, João Dallyson Sousa de Almeida
Classification of Video Capsule Endoscopy Images Using Visual Transformers. BHI (2022)
Orestis D. Papagiannopoulos, Costas Papaloukas, Vasileios C. Pezoulas, Harmen J. G. Van de Werken, Christophe Poulet, Yvonne M. Mueller, Peter D. Katsikis, Dominique De Seny, Dimitrios I. Fotiadis
Comparison of Proteomic Approaches in Autoinflammatory Disease Classification. BHI (2022)
Laura Carolina Martínez Esmeral, Andreas Uhl
Class Activation Maps for the disentanglement and occlusion of identity attributes in medical imagery. BHI (2022)
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. BHI (2022)
Andrea Berti, Gianluca Carloni, Sara Colantonio, M. 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. BHI (2022)
Suraj Ramchand, Gavin Tsang, Duncan Cole, Xianghua Xie
RetainEXT: Enhancing Rare Event Detection and Improving Interpretability of Health Records using Temporal Neural Networks. BHI (2022)
Haowen Wang, Jia Huang, Guowei Wang, Hongzhou Lu, Wenjin Wang
Surveillance Camera-based Cardio-respiratory Monitoring for Critical Patients in ICU. BHI (2022)
Jacob Armstrong, David A. Clifton
Continual learning of longitudinal health records. BHI (2022)
Riccardo Asnaghi, Letizia Clementi, Marco Domenico Santambrogio
BEBOP: Bidirectional dEep Brain cOnnectivity maPping. BHI (2022)
Tsakaneli Stavroula, Ekaterini S. Bei, Michalis E. Zervakis
Tsakaneli Stavroula. BHI (2022)
Pranab Sahoo, Sriparna Saha, Samrat Mondal, Suraj Gowda
Vision Transformer Based COVID-19 Detection Using Chest CT-scan images. BHI (2022)
Brendan Lyden, Zachary Dair, Ruairi O'Reilly
Classification of Sleep Apnea via SpO2 in a Simulated Smartwatch Environment. BHI (2022)
Shuting Hu, Arindam Sengupta, Siyang Cao
Stabilizing Skeletal Pose Estimation using mmWave Radar via Dynamic Model and Filtering. BHI (2022)
Guanjie Huang, Fenglong Ma
TrustSleepNet: A Trustable Deep Multimodal Network for Sleep Stage Classification. BHI (2022)
Saeid Alavi Naeini, Leif Simmatis, Deniz Jafar, Diego L. Guarin, Yana Yunusova, Babak Taati
Automated Temporal Segmentation of Orofacial Assessment Videos. BHI (2022)
Nagaraj Hegde, Tracy A. Swibas, Edward L. Melanson, Edward Sazonov
Development and Independent Validation of Energy Expenditure Models Using SmartStep. BHI (2022)
Munib Mesinovic, Kai-Wen Yang
Multi-label Neural Model for Prediction of Myocardial Infarction Complications with Resampling and Explainability. BHI (2022)
Katharina 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. BHI (2022)
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth, Hubert P. H. Shum
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft Lip. BHI (2022)
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. BHI (2022)
Panagiotis K. Siogkas, Vassilis D. Tsakanikas, Antonis I. Sakellarios, Vassiliki T. Potsika, George Galyfos, Fragiska Sigala, Smiljana Tomasevic, Tijana Djukic, Nenad Filipovic, Igor Koncar, Dimitrios I. Fotiadis
MRI vs. US 3D computational models of carotid arteries: a proof-of-concept study. BHI (2022)
Elisabeth R. M. Heremans, Trui Osselaer, Nick Seeuws, Huy Phan, Dries Testelmans, Maarten De Vos
Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging. BHI (2022)
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. BHI (2022)
Konstantina Tsarapatsani, Antonis I. Sakellarios, Vasileios C. Pezoulas, Vasilis D. Tsakanikas, George K. Matsopoulos, Winfried März, Marcus E. Kleber, Dimitrios I. Fotiadis
Machine Learning Models to Predict Myocardial Infarction Within 10-Years Follow-up of Cardiovascular Disease Progression. BHI (2022)
Young Sang Choi, Jieun Oh, Seonhui Ahn, Yul Hwangbo, Jin-Ho Choi
Automated Pulmonary Function Measurements from Preoperative CT Scans with Deep Learning. BHI (2022)
Hugo Calero-Diaz, David Chushig-Muzo, Himar Fabelo, Inmaculada Mora-Jiménez, Conceição Granja, Cristina Soguero-Ruíz
Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients. BHI (2022)
Dimitrios G. Boucharas, Chryssa A. Anastasiadou, Spyridon Karkabounas, Efthimia Antonopoulou, George Manis
Mathematical Modeling and Growth Model Analysis for Preventing the Cancer Cell Development. BHI (2022)
Krittika Goyal, David A. Borkholder, Steven W. Day
Unobtrusive In-Home Respiration Monitoring Using a Toilet Seat. BHI (2022)
Vinod Kumar Chauhan, Anshul Thakur, Odhran O'Donoghue, David A. Clifton
COPER: Continuous Patient State Perceiver. BHI (2022)