CBMS

Keyphrases

Publications

2023

Belén Otero-Carrasco, Santiago Romero-Brufau, Andrea Álvarez Pérez, Adrián Ayuso Muñoz, Lucía Prieto Santamaría, Juan Pedro Caraça-Valente Hernández, Alejandro Rodríguez González
Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing. CBMS (2023)
Adrián Ayuso Muñoz, Lucía Prieto Santamaría, Andrea Álverez-Pérez, Belén Otero-Carrasco, Emilio Serrano, Alejandro Rodríguez González
Enhancing Drug Repurposing on Graphs by Integrating Drug Molecular Structure as Feature. CBMS (2023)
Arun Sivakumar, Yiyang Wang, Roselyne Tchoua, Thiruvarangan Ramaraj, Jacob Furst, Daniela Stan Raicu
Curriculum gDRO: Improving Lung Malignancy Classification through Robust Curriculum Task Learning. CBMS (2023)
Federica Aracri, Maria Giovanna Bianco, Andrea Quattrone, Alessia Sarica
Imputation of missing clinical, cognitive and neuroimaging data of Dementia using missForest, a Random Forest based algorithm. CBMS (2023)
Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. CBMS (2023)
Yadollah Zamanidoost, Nada Alami-Chentoufi, Tarek Ould-Bachir, Sylvain Martel
Efficient Region Proposal Extraction of Small Lung Nodules Using Enhanced VGG16 Network Model. CBMS (2023)
Eleni Theodoridou, Angelo Cacchio, Alessandro Di Matteo, Matteo Polsinelli, Giuseppe Placidi
Materials and techniques for effective at-home rehabilitation for hand mobility restoration based on the Virtual Glove. CBMS (2023)
Eduardo Almeda Luna, José María Luna, Sebastián Ventura
Radiomics Software Tools: A comparative Analysis on Breast Cancer. CBMS (2023)
Erikson Júlio De Aguiar, Márcus V. L. Costa, Caetano Traina, Agma J. M. Traina
Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings. CBMS (2023)
Daniel Hieber, Georg Prokop, Maximilian Karthan, Felix Holl, Hans A. Kestler, Gregor Grambow, Bruno Märkl, Rüdiger Pryss, Friederike Liesche-Starnecker, Johannes Schobel
Towards an Architecture for Collecting a Multidimensional Glioblastoma Dataset. CBMS (2023)
Isabel Curioso, Bruno Ribeiro, Pedro Matias, Ricardo Santos, Joana Sousa, João Ferreira, Hugo Gamboa, David Belo
Pattern Recognition and Classification of Low-Intensity Emotions from Physiological Data. CBMS (2023)
Jule Elmanowski, Melanie Kleynen, Richard P. J. Geers, Jeroen P. A. Verbunt, Henk Seelen
Task-oriented arm training for stroke patients based on remote handling technology concepts: Results of a pilot study. CBMS (2023)
Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina
Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS (2023)
Daniel Wulff, Timon Dohnke, Ngoc Thinh Nguyen, Floris Ernst
Towards Realistic 3D Ultrasound Synthesis: Deformable Augmentation using Conditional Variational Autoencoders. CBMS (2023)
Tetsuya Asakawa, Yuki Sugimoto, Hiroki Shinoda, Kazuki Shimizu, Takuya Togawa, Takuyuki Komoda, Masaki Aono
Cardiac Detection in Non-Contrast CT and Application to Calcium Scoring. CBMS (2023)
Stefano Rosini, Serena Altamura, Davide Pietropaoli, Giuseppe Placidi, Matteo Polsinelli
Periodontisis Evaluation through Automatic Teeth Detection and Segmentation from self-collected Smartphone Images. CBMS (2023)
Pedro Alves, Ana Filipa Sampaio, Nuno Cardoso, Paulo Alves, Pedro Salgado, Maria João M. Vasconcelos
AI-powered image acquisition and characterisation of dressings for patient-centred wound management. CBMS (2023)
João Paulo Barraca, Cristina Cerqueira, José Filipe Alves, Sara Andrade, António Meireles, João Rafael Almeida
Upscaling Operators of Essential Services Incident Response Teams. CBMS (2023)
Juan F. Arias
Natural Language Processing for Clinical Quality Measures. CBMS (2023)
Luiz Henrique Pereira Niero, Ivan Rizzo Guilherme, Lucas Emanuel Silva e Oliveira, Gerardo Maria de Araújo Filho
PsyBERTpt: A Clinical Entity Recognition Model for Psychiatric Narratives. CBMS (2023)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Comparison of deep learning architectures for colon cancer mutation detection. CBMS (2023)
Francesco Di Feola, Lorenzo Tronchin, Paolo Soda
A Comparative Study Between Paired And Unpaired Image Quality Assessment In Low-Dose CT Denoising. CBMS (2023)
Kunli Zhang, Qianxiang Gao, Jinzhao Zhang, Dongming Dai, Yingjie Han, Hongying Zan, Xiaomei Liu
Construction of Chinese Pediatric Epilepsy Knowledge Graph. CBMS (2023)
Markus Schwarz, Vincent Gauda, Markus Kaiser, Henrik K. J. Kuttruff, Jonas Rentzsch, Maximilian Thür
Networked multi-sensor rollator with AI-assisted fall detection. CBMS (2023)
Yakini Tchouka, Jean-François Couchot, David Laiymani, Philippe Selles, Azzedine Rahmani
Automatic ICD-10 Code Association: A Challenging Task on French Clinical Texts. CBMS (2023)
Rodrigo Escobar Díaz Guerrero, Yubraj Gupta, Thomas Bocklitz, José Luís Oliveira
A Multimodal Image Registration System for Histology Images. CBMS (2023)
H. S. Vries, G. D. Van Praagh, P. H. Nienhuis, O. Bouhali, Riemer H. J. A. Slart, L. Alic
F]FDG-PET: an explainable machine learning approach. CBMS (2023)
Andrea Álvarez Pérez, Lucía Prieto Santamaría, Esther Ugarte Carro, Belén Otero-Carrasco, Adrián Ayuso Muñoz, Alejandro Rodríguez González
Exploring disease-drug pairs in Clinical Trials information for personalized drug repurposing. CBMS (2023)
Pia Helen Smedsrud, Håvard Espeland, Tor Jan Derek Berstad, Andreas Petlund, Thomas de Lange, Michael A. Riegler, Pål Halvorsen
Man vs. AI: An in silico study of polyp detection performance. CBMS (2023)
Cristina Antón-Munárriz, Rafael Pastor Vargas, Juan Mario Haut, Antonio Robles-Gómez, Mercedes Eugenia Paoletti, José Alberto Benítez-Andrades
Detection of cerebral ischaemia using transfer learning techniques. CBMS (2023)
Eugenia Sol Piñeiro, Rodrigo Ramele, Juliana Gambini
Variational Autoencoder as a Data Augmentation tool for Confocal Microscopy Images. CBMS (2023)
Panagiotis Symeonidis, Grigorios Manitaras, Markus Zanker
Accurate and Safe Drug Recommendations based on Singular Value Decomposition. CBMS (2023)
Ilaria Marcantoni, Federica Tomaiuolo, Giusi Piccolantonio, Agnese Sbrollini, Micaela Morettini, Federica Fiori, Arianna Vignini, Gabriele Polonara, Laura Burattini, Mara Fabri
Spatial distribution of BOLD activations evoked by three different tastants to build a chemotopic map of primary gustatory area: A pilot study. CBMS (2023)
Matheus de Freitas Oliveira Baffa, Luciano Bachmann, Denise Maria Zezell, Thiago Martini Pereira, Thomas Martin Deserno, Joaquim Cezar Felipe
Advancing Thyroid Pathologies Detection with Recurrent Neural Networks and Micro-FTIR Hyperspectral Imaging. CBMS (2023)
Maximilian Karthan, Daniel Hieber, Annika Kreuder, Ulrich Frick, Rüdiger Pryss, Johannes Schobel
Concept and Requirements for an Educational Serious Game Teaching Pandemic Management. CBMS (2023)
José Tavares, Pedro Brandão, Ivo Barros, Jose Gonçalves, Isabel Praça, Lucia Lacerda, Marisa Santos
Machine learning for rectal cancer prediction based on metabolic changes on amino acids. CBMS (2023)
Sajad Amouei Sheshkal, Michael Alexander Riegler, Hugo Lewi Hammer
ML-Peaks: CHIP-Seq Peak Detection Pipeline using Machine Learning Techniques. CBMS (2023)
Dan Li, Xuechen Li, Zhibin Peng, Wenting Chen, Linlin Shen, Guangyao Wu
Multi-scale Contrastive Learning for Gastroenteroscopy Classification. CBMS (2023)
Elif Toprak, Sevgi Nur Bilgin Aktas, Buket Coskun, Pinar Uluer, Hatice Kose, Duygun Erol Barkana
Investigation of Physiological Features by Age Groups in Children with Autism. CBMS (2023)
Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou
Early prediction of the risk of ICU mortality with Deep Federated Learning. CBMS (2023)
Samuele Burattini, Sara Montagna, Angelo Croatti, Nicola Gentili, Alessandro Ricci, Laura Leonardi, Serafino Pandolfini, Sofia Tosi
An Ecosystem of Digital Twins for Operating Room Management. CBMS (2023)
Guido Di Patrizio Stanchieri, Andrea De Marcellis, Marco Faccio, Elia Palange, Mario Di Ferdinando, Stefano Di Gennaro, Pierdomenico Pepe
On the FPGA-Based Hardware Implementation of Digital Glucose Regulators for Type 2 Diabetic Patients. CBMS (2023)
Semin Kim, Chanhyuk Lee, Geunho Jung, Huisu Yoon, Jongha Lee, Sangwook Yoo
Facial Acne Segmentation based on Deep Learning with Center Point Loss. CBMS (2023)
Elena Vincenzi, Alice Fantazzini, Martina Gulino, Simone Manini, Alessandro Verri, Francesca Odone, Luca Basso, Maria Beatrice Damasio, Curzio Basso
An Automatic Tool Performing Functional Analysis in MR Urography in Children. CBMS (2023)
Hrishikesh Tiwary, Arnav Bhavsar
Anti-seizure Medication Classification using EEG signals via Attention-based CNN. CBMS (2023)
Hyoungshin Choi, Choongki Min, Kyungnam Kim
Subgroups of social anxiety disorder using digital phenotype. CBMS (2023)
Andrea Bianchi, Antinisca Di Marco, Francesca Marzi, Giovanni Stilo, Cristina Pellegrini, Stefano Masi, Alessandro Mengozzi, Agostino Virdis, Marco Salvatore Nobile, Marta Simeoni
Trustworthy Machine Learning Predictions to Support Clinical Research and Decisions. CBMS (2023)
Ehsan Azam, Ali Hassan, Muhammad Abdul Basit Malik, Imran Khan Niazi
Classification Of Complicated Upper Limb Movements From Pre-movement EEG Signals Using STFT And Spectral Characteristics. CBMS (2023)
Ramin Soleimani, Dirk Pesch
Preventing Pressure Ulcers by Image based Posture Detection. CBMS (2023)
Cosmin-Andrei Hatfaludi, Daniel Bunescu, Costin Florian Ciusdel, Alex Serban, Karl Böse, Marc Oppel, Stephanie Schröder, Christopher Seehase, Harald F. Langer, Jeanette Erdmann, Henry Nording, Lucian Mihai Itu
Deep Learning Based Detection of Collateral Circulation in Coronary Angiographies. CBMS (2023)