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ORCIDIWBBIO 2023: Meloneras, Gran Canaria, Spain - Part II
- Ignacio Rojas
, Olga Valenzuela, Fernando Rojas Ruiz, Luis Javier Herrera, Francisco M. Ortuño:
Bioinformatics and Biomedical Engineering - 10th International Work-Conference, IWBBIO 2023, Meloneras, Gran Canaria, Spain, July 12-14, 2023 Proceedings, Part II. Lecture Notes in Computer Science 13920, Springer 2023, ISBN 978-3-031-34959-1
Feature Selection, Extraction, and Data Mining in Bioinformatics
- Pavla Urbanová, Ievgen Koliada, Petr Císar, Milos Zelezný:
Agent Based Modeling of Fish Shoal Behavior. 3-13 - Jan Urban:
Entropy Approach of Processing for Fish Acoustic Telemetry Data to Detect Atypical Behavior During Welfare Evaluation. 14-26 - Kubra Sarac, Albert Güvenis:
Determining HPV Status in Patients with Oropharyngeal Cancer from 3D CT Images Using Radiomics: Effect of Sampling Methods. 27-41 - Fairuz Shadmani Shishir, Bishnu Sarker, Farzana Rahman, Sumaiya Shomaji:
MetaLLM: Residue-Wise Metal Ion Prediction Using Deep Transformer Model. 42-55
Genome-Phenome Analysis
- Óscar Álvarez-Machancoses, Eshel Faraggi, Enrique J. de Andrés-Galiana, Juan Luis Fernández Martínez, Andrzej Kloczkowski:
Prediction of Functional Effects of Protein Amino Acid Mutations. 59-71 - Miguel Pinheiro, Jorge Miguel Silva, José Luís Oliveira:
Optimizing Variant Calling for Human Genome Analysis: A Comprehensive Pipeline Approach. 72-85
Healthcare and Diseases
- Restuning Widiasih, Hasballah Zakaria, Siti Saidah Nasution, Saffan Firdaus, Risma Dwi Nur Pratiwi:
Improving Fetal Health Monitoring: A Review of the Latest Developments and Future Directions. 89-109 - Zainab Maalej, Fahmi Ben Rejab, Kaouther Nouira:
Deep Learning for Parkinson's Disease Severity Stage Prediction Using a New Dataset. 110-123 - Carolina Miranda-Garcia, Alberto Garces-Jimenez, José Manuel Gómez-Pulido, Helena Hernández Martínez:
Improved Long-Term Forecasting of Emergency Department Arrivals with LSTM-Based Networks. 124-133
High-Throughput Genomics: Bioinformatic Tools and Medical Applications
- Iván Benítez, Izaskun Urdanibia, Xavier Matias-Guiu, Ariadna Gasol, Ana Serrate, Serafín Morales, Ana Velasco:
Targeted Next Generation Sequencing of a Custom Capture Panel to Target Sequence 112 Cancer Related Genes in Breast Cancer Tumors ERBB2 Positive from Lleida (Spain). 137-150 - Siyu He, Jiayin Wang, Zhongmeng Zhao, Xuanping Zhang:
An Accurate Algorithm for Identifying Mutually Exclusive Patterns on Multiple Sets of Genomic Mutations. 151-164 - João Rafael Almeida, José Luís Oliveira:
A 20-Year Journey of Tracing the Development of Web Catalogues for Rare Diseases. 165-179 - Kamila Szumala, Joanna Polanska, Joanna Zyla:
Unsupervised Investigation of Information Captured in Pathway Activity Score in scRNA-Seq Analysis. 180-192 - Lorenzo Martini, Roberta Bardini, Alessandro Savino, Stefano Di Carlo:
Meta-analysis of Gene Activity (MAGA) Contributions and Correlation with Gene Expression, Through GAGAM. 193-207 - Shaira Limson Kee, Michael Aaron G. Sy, Samuel P. Border, Nicholas J. Lucarelli, Akshita Gupta, Pinaki Sarder, Marvin C. Masalunga, Myles Joshua Toledo Tan:
Predicting Papillary Renal Cell Carcinoma Prognosis Using Integrative Analysis of Histopathological Images and Genomic Data. 208-221
Image Visualization and Signal Analysis
- Veska Gancheva, Tsviatko Jongov, Ivaylo Georgiev:
Medical X-ray Image Classification Method Based on Convolutional Neural Networks. 225-244 - Imane Samiry, Ilhame Ait Lbachir, Imane Daoudi, Saida Tallal, Adil Sayouti:
Digital Breast Tomosynthesis Reconstruction Techniques in Healthcare Systems: A Review. 245-255 - Aleksandr Sinitca, Airat R. Kayumov, Pavel V. Zelenikhin, Andrey G. Porfiriev, Dmitrii I. Kaplun, Mikhail Bogachev:
BCAnalyzer: A Semi-automated Tool for the Rapid Quantification of Cell Monolayer from Microscopic Images in Scratch Assay. 256-269 - Alokeparna Choudhury, Sourav Samanta, Sanjoy Pratihar, Oishila Bandyopadhyay:
Color Hippocampus Image Segmentation Using Quantum Inspired Firefly Algorithm and Merging of Channel-Wise Optimums. 270-282 - Salvatore Calderaro, Giosuè Lo Bosco, Filippo Vella, Riccardo Rizzo:
Breast Cancer Histologic Grade Identification by Graph Neural Network Embeddings. 283-296 - Almudena González, José Meléndez-Gallardo, Julian J. Gonzalez:
A Pilot Study of Neuroaesthetics Based on the Analysis of Electroencephalographic Connectivity Networks in the Visualization of Different Dance Choreography Styles. 297-310
Machine Learning in Bioinformatics and Biomedicine
- Johana Cabrera, María Soledad Loyola, Irene Magaña, Rodrigo Rojas:
Ethical Dilemmas, Mental Health, Artificial Intelligence, and LLM-Based Chatbots. 313-326 - Rushikesh Ganesh Chopade, Aditya Stanam, Anand Narayanan, Shrikant D. Pawar:
Cyclical Learning Rates (CLR'S) for Improving Training Accuracies and Lowering Computational Cost. 327-342 - Saikat Biswas, Koushiki Dasgupta Chaudhuri, Pabitra Mitra, Krothapalli Sreenivasa Rao:
Relation Predictions in Comorbid Disease Centric Knowledge Graph Using Heterogeneous GNN Models. 343-356 - Aman Sawhney, Jiefu Li, Li Liao:
Inter-helical Residue Contact Prediction in α-Helical Transmembrane Proteins Using Structural Features. 357-371 - Luca Cappelletti, Stefano Taverni, Tommaso Fontana, Marcin P. Joachimiak, Justin T. Reese, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini:
Degree-Normalization Improves Random-Walk-Based Embedding Accuracy in PPI Graphs. 372-383
Medical Image Processing
- Ayca Kirimtat, Ondrej Krejcar:
Role of Parallel Processing in Brain Magnetic Resonance Imaging. 387-397 - Ignacio Rojas-Valenzuela, Fernando Rojas, Juan Carlos de la Cruz, Peter Glösekötter, Olga Valenzuela:
Deep Learning Systems for the Classification of Cardiac Pathologies Using ECG Signals. 398-412 - José Diogo Marques dos Santos, David Machado, Manuel Fortunato:
Transparent Machine Learning Algorithms for Explainable AI on Motor fMRI Data. 413-427 - Ayca Kirimtat, Ondrej Krejcar:
A Guide and Mini-Review on the Performance Evaluation Metrics in Binary Segmentation of Magnetic Resonance Images. 428-440
Next Generation Sequencing and Sequence Analysis
- Mikhail Lopatin, Maria Vulf, Maria Bograya, Anastasia Tynterova, Larisa S. Litvinova:
The Pathogenetic Significance of miR-143 in Atherosclerosis Development. 443-455 - Radek Vrtel, P. Vrtel, Radek Vodicka:
Comparison of VCFs Generated from Different Software in the Evaluation of Variants in Genes Responsible for Rare Thrombophilic Conditions. 456-462 - Lucía Almorox, Luis Javier Herrera, Francisco M. Ortuño, Ignacio Rojas:
Uterine Cervix and Corpus Cancers Characterization Through Gene Expression Analysis Using the KnowSeq Tool. 463-477
Sensor-Based Ambient Assisted Living Systems and Medical Applications
- João Duarte, Luís Francisco, Ivan Miguel Pires, Paulo Jorge Simães Coelho:
Smart Wearables Data Collection and Analysis for Medical Applications: A Preliminary Approach for Functional Reach Test. 481-491 - Francesco Fioranelli, Ronny G. Guendel, Nicolas Christian Kruse, Alexander Yarovoy:
Radar Sensing in Healthcare: Challenges and Achievements in Human Activity Classification & Vital Signs Monitoring. 492-504
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