Safe and Effective Recommendation of Drug Combinations based on Matrix Co-Factorization (Englisch)
- Neue Suche nach: Symeonidis, Panagiotis
- Neue Suche nach: Bellinazzi, Luca
- Neue Suche nach: Berbague, Chemseddine
- Neue Suche nach: Zanker, Markus
- Neue Suche nach: Symeonidis, Panagiotis
- Neue Suche nach: Bellinazzi, Luca
- Neue Suche nach: Berbague, Chemseddine
- Neue Suche nach: Zanker, Markus
In:
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)
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634-639
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2023
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ISBN:
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ISSN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Safe and Effective Recommendation of Drug Combinations based on Matrix Co-Factorization
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Beteiligte:Symeonidis, Panagiotis ( Autor:in ) / Bellinazzi, Luca ( Autor:in ) / Berbague, Chemseddine ( Autor:in ) / Zanker, Markus ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.06.2023
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Format / Umfang:157909 byte
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ISBN:
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ISSN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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Datenquelle:
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
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Title Page| 2023
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Title Page i| 2023
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Copyright Page| 2023
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- 605
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Anti-seizure Medication Classification using EEG signals via Attention-based CNNTiwary, Hrishikesh / Bhavsar, Arnav et al. | 2023
- 611
-
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