Detection of cerebral ischaemia using transfer learning techniques (English)
- New search for: Anton-Munarriz, Cristina
- New search for: Pastor-Vargas, Rafael
- New search for: Haut, Juan M.
- New search for: Robles-Gomez, Antonio
- New search for: Paoletti, Mercedes E.
- New search for: Alberto Benitez-Andrades, Jose
- New search for: Anton-Munarriz, Cristina
- New search for: Pastor-Vargas, Rafael
- New search for: Haut, Juan M.
- New search for: Robles-Gomez, Antonio
- New search for: Paoletti, Mercedes E.
- New search for: Alberto Benitez-Andrades, Jose
In:
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)
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589-594
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2023
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ISBN:
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ISSN:
- Conference paper / Electronic Resource
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Title:Detection of cerebral ischaemia using transfer learning techniques
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Contributors:Anton-Munarriz, Cristina ( author ) / Pastor-Vargas, Rafael ( author ) / Haut, Juan M. ( author ) / Robles-Gomez, Antonio ( author ) / Paoletti, Mercedes E. ( author ) / Alberto Benitez-Andrades, Jose ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2023-06-01
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Size:524122 byte
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ISBN:
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ISSN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Privacy Assessment of Synthetic Patient DataNezhad, Ferdoos Hossein / Rotalinti, Ylenia / Myles, Puja / Tucker, Allan et al. | 2023
- 1
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Title Page| 2023
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Title Page i| 2023
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Copyright Page| 2023
- 7
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Creating Synthetic Geospatial Patient Data to Mimic Real Data Whilst Preserving Privacy: *2022 35th International Symposium on Computer-Based Medical Systems (CBMS)Alattal, Dima R. / Wang, Zhenchen / Myles, Puja / Tucker, Allan et al. | 2023
- 13
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Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial SettingsDe Aguiar, Erikson J. / Costa, Marcus V. L. / Traina, Caetano / Traina, Agma J. M. et al. | 2023
- 17
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A Multimodal Image Registration System for Histology ImagesDiaz Guerrero, Rodrigo Escobar / Gupta, Yubraj / Bocklitz, Thomas / Oliveira, Jose Luis et al. | 2023
- 23
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Preventing Pressure Ulcers by Image based Posture DetectionSoleimani, Ramin / Pesch, Dirk et al. | 2023
- 29
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Action Recognition in Video Recordings from Gynecologic LaparoscopyNasirihaghighi, Sahar / Ghamsarian, Negin / Stefanics, Daniela / Schoeffmann, Klaus / Husslein, Heinrich et al. | 2023
- 35
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AI-powered image acquisition and characterisation of dressings for patient-centred wound managementAlves, Pedro / Filipa Sampaio, Ana / Cardoso, Nuno / Alves, Paulo / Salgado, Pedro / Vasconcelos, Maria Joao M. et al. | 2023
- 41
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- 47
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- 53
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A Vendor Neutral Archive with MONAI for Automatic Medical Image AnalysisJesus, Rui / Frias, Jose / Silva, Luis Bastiao / Costa, Carlos et al. | 2023
- 57
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3D Reconstruction of Forearm Veins Using NIR-Based Stereovision and Deep LearningLiu, Jan / Bajraktari, Flake / Rausch, Regine / Pott, Peter P. et al. | 2023
- 61
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- 67
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- 75
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- 85
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- 117
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- 137
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- 149
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- 153
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- 235
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Investigating the Effect of Body Composition Differences on Seismocardiogram CharacteristicsTokmak, Fadime / Semiz, Beren et al. | 2023
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Detection of cerebral ischaemia using transfer learning techniquesAnton-Munarriz, Cristina / Pastor-Vargas, Rafael / Haut, Juan M. / Robles-Gomez, Antonio / Paoletti, Mercedes E. / Alberto Benitez-Andrades, Jose et al. | 2023
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- 611
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Advancing Thyroid Pathologies Detection with Recurrent Neural Networks and Micro-FTIR Hyperspectral ImagingDe Freitas Oliveira Baffa, Matheus / Bachmann, Luciano / Zezell, Denise Maria / Pereira, Thiago Martini / Deserno, Thomas Martin / Felipe, Joaquim Cezar et al. | 2023
- 616
-
A Light-weight CNN Model for Efficient Parkinson's Disease DiagnosticsWang, Xuechao / Huang, Junqing / Chatzakou, Marianna / Medijainen, Kadri / Taba, Pille / Toomela, Aaro / Nomm, Sven / Ruzhansky, Michael et al. | 2023
- 622
-
Curriculum gDRO: Improving Lung Malignancy Classification through Robust Curriculum Task LearningSivakumar, Arun / Wang, Yiyang / Tchoua, Roselyne / Ramaraj, Thiruvarangan / Furst, Jacob / Raicu, Daniela Stan et al. | 2023
- 628
-
Analysing Biomedical Knowledge Graphs using Prime Adjacency MatricesBougiatiotis, Konstantinos / Paliouras, Georgios et al. | 2023
- 634
-
Safe and Effective Recommendation of Drug Combinations based on Matrix Co-FactorizationSymeonidis, Panagiotis / Bellinazzi, Luca / Berbague, Chemseddine / Zanker, Markus et al. | 2023
- 640
-
Objective Assessment of the Finger Tapping Task in Parkinson's Disease and Control Subjects using Azure Kinect and Machine LearningAmprimo, Gianluca / Rechichi, Irene / Ferraris, Claudia / Olmo, Gabriella et al. | 2023
- 646
-
COVID-19 detection from thermal image and tabular medical data utilizing multi-modal machine learningUl Alam, Mahbub / Hollmen, Jaakko / Rahmani, Rahim et al. | 2023
- 654
-
Computer-based Blind Diagnostic System for Classification of Healthy and Disordered VoicesAli, Zulfiqar / Seco De Herrera, Alba G. / Mesallam, Tamer A. / Muhammad, Ghulam et al. | 2023
- 660
-
Feasibility of Cough Detection and Classification Using Artificial Intelligence in an Ambulatory Setting with a Ceiling Mounted MicrophoneBertschinger, Simon / Fenner, Lukas / Denecke, Kerstin et al. | 2023
- 666
-
Analysis of Transitions in Differences between Frequent Medical-order Sequences for COVID-19Zhao, Zitai / Yasumitsu, Yuki / Le, Hieu Hanh / Yamazaki, Tomoyoshi / Araki, Kenji / Yokota, Haruo et al. | 2023
- 672
-
PsyBERTpt: A Clinical Entity Recognition Model for Psychiatric NarrativesNiero, Luiz Henrique Pereira / Guilherme, Ivan Rizzo / Oliveira, Lucas Emanuel Silva e / de Araujo Filho, Gerardo Maria et al. | 2023
- 678
-
Facial Acne Segmentation based on Deep Learning with Center Point LossKim, Semin / Lee, Chanhyuk / Jung, Geunho / Yoon, Huisu / Lee, Jongha / Yoo, Sangwook et al. | 2023
- 684
-
Imputation of missing clinical, cognitive and neuroimaging data of Dementia using missForest, a Random Forest based algorithmAracri, Federica / Giovanna Bianco, Maria / Quattrone, Andrea / Sarica, Alessia et al. | 2023
- 689
-
Fully Automatic Grading of Retinal Vasculitis on Fluorescein Angiography Time-lapse from Real-world Data in Clinical SettingsAmiot, Victor / Jimenez-Del-Toro, Oscar / Eyraud, Pauline / Guex-Crosier, Yan / Bergin, Ciara / Anjos, Andre / Hoogewoud, Florence / Tomasoni, Mattia et al. | 2023
- 694
-
Clustering-based Pattern Discovery in Lung Cancer TreatmentsGomez-Bravo, Daniel / Garcia, Aaron / Vigueras, Guillermo / Rios-Sanchez, Belen / Perez-Garcia, Alejandra / Ospina, Vanessa / Torrente, Maria / Menasalvas, Ernestina / Provencio, Mariano / Rodriguez-Gonzalez, Alejandro et al. | 2023
- 700
-
A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical InterviewsDia, Mamadou / Khodabandelou, Ghazaleh / Othmani, Alice et al. | 2023
- 706
-
Early prediction of the risk of ICU mortality with Deep Federated LearningRandl, Korbinian / Llados Armengol, Nuria / Mondrejevski, Lena / Miliou, Ioanna et al. | 2023
- 712
-
Localization-Enhanced Voting-based Ensemble of Semantic Segmentation Models for Cervical Polyp SegmentationSerban, Norbert / Harangi, Balazs et al. | 2023
- 716
-
Chronic Pain Patient Narratives Allow for the Estimation of Current Pain IntensityNunes, Diogo A.P. / Ferreira-Gomes, Joana / Oliveira, Daniela / Vaz, Carlos / Pimenta, Sofia / Neto, Fani / de Matos, David Martins et al. | 2023
- 720
-
Man vs. AI: An in silico study of polyp detection performanceSmedsrud, Pia Helen / Espeland, Havard / Derek Berstad, Tor Jan / Petlund, Andreas / De Lange, Thomas / Riegler, Michael A. / Halvorsen, Pal et al. | 2023
- 726
-
Analysis of Semantic Drifting in Diagnostic Texts for Sleep DisordersDeng, Yihan / Van der Meer, Julia / Tzovara, Athina / Schmidt, Markus / Bassetti, Claudio L.A. / Denecke, Kerstin et al. | 2023
- 730
-
A Chatbot-based Recommendation Framework for Hypertensive PatientsMontagna, Sara / Mariani, Stefano / Pengo, Martino Francesco et al. | 2023
- 734
-
Active aging prediction from muscle electrical activity using HD-sEMG signals and machine learningSid'El Moctar, Sidi Mohamed / Diab, Ahmad / Rida, Imad / Kinugawa, Kiyoka / Boudaoud, Sofiane et al. | 2023
- 738
-
Periodontisis Evaluation through Automatic Teeth Detection and Segmentation from self-collected Smartphone ImagesRosini, Stefano / Altamura, Serena / Pietropaoli, Davide / Placidi, Giuseppe / Polsinelli, Matteo et al. | 2023
- 742
-
Meta-Polyp: A Baseline for Efficient Polyp SegmentationTrinh, Quoc-Huy et al. | 2023
- 748
-
Evaluating Classifiers Trained on Differentially Private Synthetic Health DataMovahedi, Parisa / Nieminen, Valtteri / Perez, Ileana Montoya / Pahikkala, Tapio / Airola, Antti et al. | 2023
- 754
-
Identification of different functional hand grips using a sensor glove: reproducibility in healthy subjectsStevens-Lefferts, Eva-Maria / Geers, Richard / Houet-Loring, Evie / Seelen, Henk et al. | 2023
- 760
-
CNN-Based Intention Recognition Using Body-Worn Inertial Measurement UnitsBajraktari, Flake / Robkopf, Nikolas / Pott, Peter P. et al. | 2023
- 766
-
Impact of Activities in Daily Living on Electrical Bioimpedance Measurements for Bladder MonitoringHafid, Abdelakram / Abdullah, Saad / Linden, Maria / Kristoffersson, Annica / Folke, Mia et al. | 2023
- 770
-
An Ecosystem of Digital Twins for Operating Room ManagementBurattini, Samuele / Montagna, Sara / Croatti, Angelo / Gentili, Nicola / Ricci, Alessandro / Leonardi, Laura / Pandolfini, Serafino / Tosi, Sofia et al. | 2023
- 776
-
Monte Carlo simulation-based analysis of unobtrusive PPG monitoring through clothesBadiola, Idoia / Linschmann, Onno / Willms, Lina / Blazek, Vladimir / Leonhardt, Steffen / Lueken, Markus et al. | 2023
- 782
-
Development of a Thermoplastic Polyurethane gradient deformation monitoring systemPereira, Sergio G. / Veloso, Fernando / Barros, Tiago H. / Lobo, Pedro / Morais, Pedro / Vilaca, Joao L. et al. | 2023
- 787
-
Networked multi-sensor rollator with AI-assisted fall detectionSchwarz, Markus / Gauda, Vincent / Kaiser, Markus / Kuttruff, Henrik K. J. / Rentzsch, Jonas / Thur, Maximilian et al. | 2023
- 791
-
Ontology-Based Service Composition for Interoperable and Modular Medical DevicesPuder, Andreas / Schindewolf, Marc / Sax, Eric et al. | 2023
- 802
-
On the FPGA-Based Hardware Implementation of Digital Glucose Regulators for Type 2 Diabetic PatientsDi Patrizio Stanchieri, G. / De Marcellis, A. / Faccio, M. / Palange, E. / Di Ferdinando, M. / Di Gennaro, S. / Pepe, P. et al. | 2023
- 806
-
Lesion-Aware Chest Radiography Abnormality Classification with Object Detection FrameworkPedrosa, Joao / Sousa, Pedro / Silva, Joana / Mendonca, Ana Maria / Campilho, Aurelio et al. | 2023
- 814
-
Semi-supervised Multi-structure Segmentation in Chest X-Ray ImagingBrioso, Ricardo Coimbra / Pedrosa, Joao / Mendonca, Ana Maria / Campilho, Aurelio et al. | 2023
- 821
-
Towards Realistic 3D Ultrasound Synthesis: Deformable Augmentation using Conditional Variational AutoencodersWulff, Daniel / Dohnke, Timon / Nguyen, Ngoc Thinh / Ernst, Floris et al. | 2023
- 827
-
MIMO YOLO - A Multiple Input Multiple Output Model for Automatic Cell CountingMorera, Hunter / Dave, Palak / Alahmari, Saeed / Kolinko, Yaroslav / Hall, Lawrence O. / Goldgof, Dmitry / Mouton, Peter R. et al. | 2023
- 832
-
Early Experiences on using Triplet Networks for Histological Subtype Classification in Non-Small Cell Lung CancerAksu, Fatih / Gelardi, Fabrizia / Chiti, Arturo / Soda, Paolo et al. | 2023
- 838
-
Unsupervised Prostate Cancer Histopathology Image Segmentation via Meta-LearningFetisov, Nikolai / Hall, Lawrence / Goldgof, Dmitry / Schabath, Matthew et al. | 2023
- 845
-
An Automatic Tool Performing Functional Analysis in MR Urography in ChildrenVincenzi, Elena / Fantazzini, Alice / Gulino, Martina / Manini, Simone / Verri, Alessandro / Odone, Francesca / Basso, Luca / Damasio, Maria Beatrice / Basso, Curzio et al. | 2023
- 852
-
Multi-scale Contrastive Learning for Gastroenteroscopy ClassificationLi, Dan / Li, Xuechen / Peng, Zhibin / Chen, Wenting / Shen, Linlin / Wu, Guangyao et al. | 2023
- 858
-
Human body odour modulates neural processing of faces: effective connectivity analysis using EEGFerdowsi, Saideh / Ognibene, Dimitri / Foulsham, Tom / Greco, Alberto / Callara, Alejandro Luis / Cervera-Torres, Sergio / Alcaniz, Mariano / Vanello, Nicola / Citi, Luca et al. | 2023
- 864
-
Deep Learning based Diagnostic and Severity Assessment Framework for Lung Diseases using Chest RadiographsSingh, Anushikha / Lall, Brejesh / Panigrahi, B. K. / Agrawal, Anjali / Agrawal, Anurag / Thangakunam, Balamugesh / Christopher, DJ et al. | 2023
- 870
-
Differentiating between giant cell arteritis and atherosclerosis on [18F]FDG-PET: an explainable machine learning approachVries, H.S. / Van Praagh, G.D. / Nienhuis, P.H. / Bouhali, O. / Slart, R.H.J.A. / Alic, L. et al. | 2023
- 876
-
Enhanced Alzheimer's disease and Frontotemporal Dementia EEG Detection: Combining lightGBM Gradient Boosting with Complexity FeaturesMiltiadous, Andreas / Tzimourta, Katerina D. / Aspiotis, Vasileios / Afrantou, Theodora / Tsipouras, Markos G. / Giannakeas, Nikolaos / Glavas, Euripidis / Tzallas, Alexandros T. et al. | 2023
- 882
-
Variational Autoencoder as a Data Augmentation tool for Confocal Microscopy ImagesPineiro, Eugenia Sol / Ramele, Rodrigo / Gambini, Juliana et al. | 2023
- 886
-
Deep Learning Based Detection of Collateral Circulation in Coronary AngiographiesHatfaludi, Cosmin-Andrei / Bunescu, Daniel / Ciusdel, Costin Florian / Serban, Alex / Bose, Karl / Oppel, Marc / Schroder, Stephanie / Seehase, Christopher / Langer, Harald F. / Erdmann, Jeanette et al. | 2023
- 892
-
A FAIR Approach to Real-World Health Data Management and AnalysisAlmeida, Joao Rafael / Silva, Jorge Miguel / Oliveira, Jose Luis et al. | 2023
- 898
-
FASS-ECG: A FHIR Cloud API to Enable Streaming and Storage of Continuous 12-leads ECGsPereira, Cassio Ribeiro / Sousa, Acssa Passos / Itturriet, Fabio Pires / Machado, Juliano Costa / Del Mestre Martins, Andre Luis et al. | 2023
- 904
-
Towards an Architecture for Collecting a Multidimensional Glioblastoma DatasetHieber, Daniel / Prokop, Georg / Karthan, Maximilian / Holl, Felix / Kestler, Hans A. / Grambow, Gregor / Markl, Bruno / Pryss, Rudiger / Liesche-Starnecker, Friederike / Schobel, Johannes et al. | 2023
- 910
-
Effect of incorporating metadata to the generation of synthetic time series in a healthcare contextIsasa, Imanol / Hernandez, Mikel / Epelde, Gorka / Londono, Francisco / Beristain, Andoni / Alberdi, Ane / Bamidis, Panagiotis / Konstantinidis, Evdokimos et al. | 2023
- 917
-
A Survey on Public Data Sets Related to Chronic DiseasesBilionis, Ioannis / Fernandez-Luque, Luis / Castillo, Carlos et al. | 2023
- 921
-
A Breast Cancer Recurrence Risk Predictor Using a Deep Learning Multi-omics Data Integration FrameworkRahman, Ariana / Zhang, Yining / Park, Jin G et al. | 2023
- 923
-
Machine Learning-Based Classification of Hypertension using CnD Features from Acceleration Photoplethysmography and Clinical ParametersAbdullah, Saad / Hafid, Abdelakram / Linden, Maria / Folke, Mia / Kristoffersson, Annica et al. | 2023
- 925
-
Joint Learning of Segmentation and Overall Survival for Brain Tumor based on U-NetKwon, Junmo / Park, Hyunjin et al. | 2023
- 927
-
Author Index| 2023
- v
-
Table of Contents| 2023
- xlii
-
Keynote Speakers| 2023
- xliii
-
Special Track Committees| 2023
- xxxiii
-
CBMS 2023 General Co-Chairs| 2023
- xxxiv
-
Organizing Committee| 2023
- xxxvi
-
Programme Committee| 2023