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ORCID19th BIBE 2019: Athens, Greece
- 19th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2019, Athens, Greece, October 28-30, 2019. IEEE 2019, ISBN 978-1-7281-4617-1
Bioinformatics
B1: Proteins
- Martin Manak
, Alexey V. Anikeenko, Ivana Kolingerová:
Exit Regions of Cavities in Proteins. 1-6 - Roman Snytsar:
De(con) Struction of the Lazy-F Loop: Improving Performance of Smith Waterman Alignment. 7-10 - Osamu Maruyama, Fumiko Matsuzaki:
DegSampler3: Pairwise Dependency Model in Degradation Motif Site Prediction of Substrate Protein Sequences. 11-17 - Andrea C. Kakouri, Christina Votsi, Marios Tomazou, Kyproula Christodoulou, George M. Spyrou:
The Effect of a Spastic Ataxia Associated GBA2 Mutation on Protein-Protein Interactions and Pathways. 18-22 - Pedro Henrique Narloch, Márcio Dorn:
Rosetta Ligand-Protein Docking with Self-Adaptive Differential Evolution. 23-30 - Eirini Kostopoulou, Stamos Katsigiannis, Dimitris Maroulis:
SpotDSQ: A 2D-Gel Image Analysis Tool for Protein Spot Detection, Segmentation and Quantification. 31-37 - Muhammad Usman, Jeong-A Lee:
AFP-CKSAAP: Prediction of Antifreeze Proteins Using Composition of k-Spaced Amino Acid Pairs with Deep Neural Network. 38-43
B2: Molecules
- Mutiara Saragih, Filia Stephanie, Ahmad Husein Alkaff, Usman Sumo Friend Tambunan:
Identification Novel Peptides Conjugated to HIV1 Tat Peptide to Inhibit Ebola Virus Entry by Targeting Niemann Pick C1 Protein. 44-49 - Takayoshi Ono, Shintaro Kato, Koichi Ito, Hirotaka Minagawa, Katsunori Horii, Ikuo Shiratori, Iwao Waga, Takafumi Aoki:
Parallel Implementation of Motif-Based Clustering for HT-SELEX Dataset. 50-55 - Jelena R. Dorovic, Svetlana R. Jeremic, Nedeljko Manojlovic, Dejan A. Milenkovic, Zoran Markovic:
Antioxidative Capacity of Evernic Acid and Its Interactions with TDP1. 56-59 - Eleni Adam, Tunazzina Islam, Desh Ranjan, Harold Riethman:
Nanopore Guided Assembly of Segmental Duplications Near Telomeres. 60-65 - Fawad Kirmani, Bryan Jeremy Lane, John R. Rose:
Exploring Machine Learning Techniques to Improve Peptide Identification. 66-71 - Evangelos Karatzas, Alex Delis, George Kolios, George M. Spyrou:
Exploring Fibrotic Disease Networks to Identify Common Molecular Mechanisms with IPF. 72-77 - Juan He, Qianyin Li, Zhiyong Tao, Kai Zhang, Yunpeng Cai:
Finding High-Order Homologous Microbe Community Modules via Network Embedding. 78-85
B3: Cells
- Madhumita, Sushmita Paul:
Importance of Feature Weighing in Cervical Cancer Subtypes Identification. 86-93 - Hironori Shigeta, Shigeto Seno, Shino Nishizawa, Yutaka Uchida, Junichi Kikuta, Masaru Ishii, Hideo Matsuda:
Analyzing Leukocyte Migration Trajectories by Deformable Image Matching. 94-98 - Yury Polikarpov, Alexey Romashkin, Denis Levin, Nikolay Struchkov, Evgeny Alexandrov, Irina Suetina, Marina Mezentseva, Vladimir Nevolin:
Comparison of Cell Growth on the Poly (Lactic Acid) Surface Coated with Separate Collagen Fibrils with and Without Plasma Treatment. 99-102 - Shaikh Farhad Hossain, Ming Huang, Naoaki Ono, Shigehiko Kanaya, Md. Altaf-Ul-Amin:
Inter Disease Relations Based on Human Biomarkers by Network Analysis. 103-108 - Panagiotis Dimitrakopoulos, Giorgos Sfikas, Christophoros Nikou:
Nuclei Detection Using Residual Attention Feature Pyramid Networks. 109-114 - Fani Deligianni, Jonathan D. Clayden, Guang-Zhong Yang:
Comparison of Brain Networks Based on Predictive Models of Connectivity. 115-121 - Avirup Ghosh, Hong Yan:
Stability Investigation Using Hydrogen Bonds for Different Mutations and Drug Resistance in Non-Small Cell Lung Cancer Patients. 122-126
B4: Sequencing
- Michail Sarafidis, Apostolos Zaravinos, Dimitra Iliopoulou, Dimitris Koutsouris, George I. Lambrou:
Regressions of Clustered Gene Expression Data Manifest Tumor-Specific Genes in Urinary Bladder Cancer. 127-131 - Shamima Nasrin, Atif Rahman:
Exploring Systematic Errors in Sequencing Technologies. 132-137 - Filippo Geraci, Riccardo Massidda, Nadia Pisanti:
Technology and Species Independent Simulation of Sequencing Data and Genomic Variants. 138-145 - Michele Leone, Marta Galvani, Marco Masseroli:
De Novo Sequence-Based Method for ncRPI Prediction using Structural Information. 146-151 - Masahito Ohue, Marina Yamasawa, Kazuki Izawa, Yutaka Akiyama:
Parallelized Pipeline for Whole Genome Shotgun Metagenomics with GHOSTZ-GPU and MEGAN. 152-156 - Meysam Roodi, Andreas Moshovos:
MemAlign: A Memory Structure to Accelerate Gene Sequencing. 157-164 - Veska Gancheva, Ivaylo Georgiev:
Multithreaded Parallel Sequence Alignment Based on Needleman-Wunsch Algorithm. 165-169 - Dionysios Fanidis, Panagiotis Moulos:
Combined Statistics for Differential Expression Analysis of RNA-Sequencing Data. 170-173
B5: Drugs/Diseases
- Sotirios G. Liliopoulos, George S. Stavrakakis:
Adaptive Short Term Ahead Tumor Growth Inhibition Prediction Subjected in Anticancer Agents Given in Combination. 174-181 - Maria Zanti, Maria Loizidou, Margarita Zachariou, Kyriaki Michailidou, Kyriacos C. Kyriacou, Andreas Hadjisavvas, George M. Spyrou:
In Silico Assessment of the Structural, Functional and Stability Impact of a Nonsense PRF1 Mutation with Uncertain Clinical Significance; Identified in 2 Unrelated Cypriot Triple-Negative Breast Cancer Patients. 182-187 - Pietro Pinoli, Eirini Stamoulakatou, Stefano Ceri, Rosario M. Piro:
Deleterious Impact of Mutational Processes on Transcription Factor Binding Sites in Human Cancer. 188-193 - Panos Balomenos, Andrei Dragomir, Athanasios K. Tsakalidis, Anastasios Bezerianos:
Identification of Differentially Expressed Subpathways using a Consensus Approach. 194-198 - Antonio Martínez-Torteya, Alejandro I. Trejo-Castro, José M. Celaya-Padilla, José G. Tamez-Peña:
Differences in the Progression from Mild Cognitive Impairment to Alzheimer's Disease between APOE4 Carriers and Non-Carriers. 199-203 - Cyrus Tanade, Nathanael Pate, Elianna Paljug, Ryan A. Hoffman, May Dongmei Wang:
Hybrid Modeling of Ebola Propagation. 204-210 - Sara Soltaninejad, Pengda Xu, Irene Cheng:
Parkinson's Disease Mid-Brain Assessment using MR T2 Images. 211-214
B6: Computation/Biology
- Filia Stephanie, Mutiara Saragih, Ahmad Husein Alkaff, Mochammad Arfin Fardiansyah Nasution, Usman Sumo Friend Tambunan:
Screening of Potential Northern African Natural Product Compounds as Dengue Virus NS5 Methyltransferase Inhibitor: An in Silico Approach. 215-220 - Alexandros Kanterakis, Galateia Iatraki, Konstantina Pityanou, Lefteris Koumakis, Nikos Kanakaris, Nikos I. Karacapilidis, George Potamias:
Towards Reproducible Bioinformatics: The OpenBio-C Scientific Workflow Environment. 221-226 - Alexandros Kyriakakis, Lefteris Koumakis, Alexandros Kanterakis, Galateia Iatraki, Manolis Tsiknakis, George Potamias:
Enabling Ontology-Based Search: A Case Study in the Bioinformatics Domain. 227-234 - Carlos Reynaldo Portocarrero Tovar, Eloi Araujo, Danilo Carastan-Santos, David Correa Martins, Luiz C. S. Rozante:
Finding Attractors in Biological Models Based on Boolean Dynamical Systems Using Hitting Set. 235-239 - Jens Lichtenberg, Guanjue Xiang, Elisabeth F. Heuston, Belinda Giardine, Cheryl A. Keller, Ross C. Hardison, David M. Bodine, Yu Zhang:
Systems Biology in Heterogenous Tissues: Integrating Multiple *Omics Datasets to Understand Hematopoietic Differentiation. 240-243 - Kinga Leszczorz, Omid Azimzadeh, Soile Tapio, Michael Atkinson, Joanna Polanska:
Mathematical Modelling and Effect Size Analysis in Support of Searching for the Proteomic Signature of Radiotherapy Toxicity. 244-249 - Lucas B. Rocha, Said Sadique Adi, Marco Aurelio Stefanes, Eloi Araujo:
Heuristics for the Specific Substring Problem with Hamming Distance. 250-257
BioMed/BioEng
BM1: Health Records - 1
- Maxime De Bois, Mehdi Ammi, Mounîm A. El-Yacoubi:
Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose Predictions. 258-264 - Henrique Dias Pereira dos Santos, Amanda Pestana Silva, Maria Carolina Oliveira Maciel, Haline Maria Velho Burin, Janete Souza Urbanetto, Renata Vieira:
Fall Detection in EHR using Word Embeddings and Deep Learning. 265-268 - Euripides G. M. Petrakis, Stelios Sotiriadis, Theodoros Soultanopoulos, Pelagia Tsiachri Renta, Konstantinos Tsakos:
The Role and Prospects of IoT and Cloud Computing in Remote Health Monitoring. 269-273 - Micael Pedrosa, André Zúquete, Carlos Costa:
Pseudonymisation with Break-the-Glass Compatibility for Health Records in Federated Services. 274-277 - Yannis Petrakis, Angelina Kouroubali, Dimitrios G. Katehakis:
A Mobile App Architecture for Accessing EMRs Using XDS and FHIR. 278-283 - Evanthia E. Tripoliti, Styliani Zelilidou, Kostas Vlahos, Spyridon Konitsiotis, Dimitrios I. Fotiadis:
ProMiSi Architecture - A Tool for the Estimation of the Progression of Multiple Sclerosis Disease using MRI. 284-287 - Eirini Christinaki, Tasos Papastylianou, Riccardo Poli, Luca Citi:
Parametric Transfer Learning Based on the Fisher Divergence for Well-Being Prediction. 288-295
BM2: BioMed Imaging - 1
- Kostas Kardaras, Nikos Apostolou, George I. Lambrou, Michail Sarafidis, Dimitrios D. Koutsouris:
Development and Evaluation of Advanced Image Analysis Techniques for Pediatric Deep Vein Thrombosis Imaging Scans. 296-300 - Isuru Wijesinghe, Chathurika Gamage, Charith Chitraranjan:
Deep Supervised Hashing through Ensemble CNN Feature Extraction and Low-Rank Matrix Factorization for Retinal Image Retrieval of Diabetic Retinopathy. 301-308 - Ada Alevizaki, Nikos Melanitis, Konstantina S. Nikita:
Predicting Eye Fixations Using Computer Vision Techniques. 309-315 - Sasa Cukovic, Vanja Lukovic, William R. Taylor, Wolfgang Birkfellner, Radu Emanuil Petruse, Nenad Filipovic:
Correlation of Vertebral Absolute Axial Rotations in CAD 3D Models of Adolescent Idiopathic Scoliosis Non-Invasively Diagnosed. 316-320 - Vangelis P. Oikonomou, Spiros Nikolopoulos, Ioannis Kompatsiaris:
Motor Imagery Classification via Clustered-Group Sparse Representation. 321-325 - Nicholas E. Protonotarios, Antonios Charalambopoulos, George A. Kastis, Krzysztof Kacperski, Athanassios S. Fokas:
A Spline Approach to Parallel-Hole Collimator Deblurring for aSRT-Reconstructed SPECT Images. 326-333
BM3: BioMed Models - 1
- Melda Pelin Yargic, Leyla Aydin, Kenan Erdagi, Erhan Kiziltan:
The Use of Computer Based Test Battery for the Assessment of Cognitive Functions in Elite-Level Strength Training. 334-338 - Alexandros Neofytou, George Chatzikonstantis, Ioannis Magkanaris, Georgios Smaragdos, Christos Strydis, Dimitrios Soudris:
GPU Implementation of Neural-Network Simulations Based on Adaptive-Exponential Models. 339-343 - Christos Timplalexis, Konstantinos I. Diamantaras, Ioanna Chouvarda:
Classification of Sleep Stages for Healthy Subjects and Patients with Minor Sleep Disorders. 344-351 - Chathurika Gamage, Isuru Wijesinghe, Indika Perera:
Automatic Scoring of Diabetic Foot Ulcers through Deep CNN Based Feature Extraction with Low Rank Matrix Factorization. 352-356 - Jose D. Velazco Garcia, Ernst L. Leiss, Mansour A. Karkoub, Panagiotis Tsiamyrtzis, Nikolaos V. Tsekos, Nikhil V. Navkar, Shidin Balakrishnan, Julien Abinahed, Abdulla Al-Ansari, Georges Younes, Adham Darweesh, Khalid Al-Rumaihi, Eftychios G. Christoforou:
Preliminary Evaluation of Robotic Transrectal Biopsy System on an Interventional Planning Software. 357-362 - George Dimas, Dimitrios K. Iakovidis, Anastasios Koulaouzidis:
MedGaze: Gaze Estimation on WCE Images Based on a CNN Autoencoder. 363-367
BM4: EEG and ECG
- Petr Jezek, Lukás Vareka:
Workflow Designer - A web Application for Visually Designing EEG Signal Processing Pipelines. 368-373 - Jun Zhou, Weng-Fai Wong:
Resource Efficient Personalized ECG Beat Classification via Temporal Logic Synthesis. 374-377 - Hiroto Tamura, Hiroshi Hagiwara, Koji Kashihara, Hiroyuki Shinoda:
Psychophysiological Effects of Comfortable Walking Exercise on a Working Memory Task. 378-381 - Kriton Konstantinidis, Emery N. Brown:
Smoother Adaptive Parametric Spectrograms: An Application to EEG Under General Anesthesia. 382-385 - Alejandro Antonio Torres García, Marta Molinas:
Analyzing the Recognition of Color Exposure and Imagined Color from EEG Signals. 386-391 - Fehaid Alqahtani, Stamos Katsigiannis, Naeem Ramzan:
On the use of ECG and EMG Signals for Question Difficulty Level Prediction in the Context of Intelligent Tutoring Systems. 392-396
BM5-W1: Cancer Care
- Rohan Gorantla, Rajeev Kumar Singh, Rohan Pandey, Mayank Jain:
Cervical Cancer Diagnosis using CervixNet - A Deep Learning Approach. 397-404 - Christos Maramis, Sheila Payne, Sarka Pospisilova, Richard Rosenquist, Paolo Ghia, Charalampos Pontikoglou, Annette Sander, Michael Doubek, Norbert M. Graf, Julie Ling, Julia Downing, Christina Karamanidou, Elpida Pavi, Vassilis Koutkias, Fatima Schera, Stephan Kiefer, Lefteris Koumakis, Konstantinos Marias, Stefan Hoffman, Heather Parker, Jonathan Reston:
Using Electronic Patient Reported Outcomes to Foster Palliative Cancer Care: The MyPal Approach. 405-409 - Joanna Tobiasz, Christos Hatzis, Joanna Polanska:
Breast Cancer Heterogeneity Investigation: Multiple k-Means Clustering Approach. 410-414 - Md. Rezaul Karim, Michael Cochez, Oya Beyan, Stefan Decker, Christoph Lange:
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data. 415-422 - Georgios C. Manikis, Ruth Pat-Horenczyk, Dimitrios I. Fotiadis, Manolis Tsiknakis, Panagiotis G. Simos, Konstantina Kourou, Paula Poikonen-Saksela, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Dimitrios G. Katehakis, Lefteris Koumakis, Angelina Kouroubali:
Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment. 423-427
BM6: Sensor-Vessels - 1
- Elhoussine Talab, Omar Mohamed, Labeeba Begum, Fadi A. Aloul, Assim Sagahyroon:
Detecting Heart Anomalies Using Mobile Phones and Machine Learning. 428-432 - Georgios S. Ioannidis, Katerina Nikiforaki, Apostolos Karantanas:
Correlation of DWI and DCE MRI Markers for the Study of Perfusion of the Lower Limb in Patients with Peripheral Arterial Disease. 433-438 - Changlu Guo, Márton Szemenyei, Yang Pei, Yugen Yi, Wei Zhou:
SD-Unet: A Structured Dropout U-Net for Retinal Vessel Segmentation. 439-444 - Mauro Nascimben, Thomas Zoëga Ramsøy, Luis Emilio Bruni:
User-Independent Classification of Emotions in a Mixed Arousal-Valence Model. 445-449 - Emmi Turppa, Inese Polaka, Edgars Vasiljevs, Juha M. Kortelainen, Gidi Shani, Marcis Leja, Hossam Haick:
Repeatability Study on a Classifier for Gastric Cancer Detection from Breath Sensor Data. 450-453 - Tijana Djukic, Igor Saveljic, Gualtiero Pelosi, Oberdan Parodi, Nenad Filipovic:
Simulation of Deployment of Multiple Stents Within Deformable Artery. 454-457 - Milos Kojic, Miljan Milosevic, Vladimir Simic, Bogdan Milicevic, Vladimir Geroski, Nenad Filipovic:
Smeared Finite Element Model of Heart Wall: Electrophysiology Coupled with Muscle Mechanics. 458-461
BM7: Health Records - 2
- Harry Freitas Da Cruz, Benjamin Bergner, Orhan Konak, Frederic Schneider, Philipp Bode, Conrad Lempert, Matthieu-P. Schapranow:
MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research. 462-469 - Fotis Konstantakopoulos, Eleni I. Georga, Kostas Klampanas, Dimitris Rouvalis, Nikolaos Ioannou, Dimitrios I. Fotiadis:
Automatic Estimation of the Nutritional Composition of Foods as Part of the GlucoseML Type 1 Diabetes Self-Management System. 470-473 - Xinfa Li, Yun Yang, Po Yang:
Multi-source Ensemble Transfer Approach for Medical Text Auxiliary Diagnosis. 474-479 - J. E. Garcia-Gallo, N. J. Fonseca-Ruiz, Leo A. Celi, J. F. Duitama-Muñoz:
One-Year Mortality Prediction in ICU Patients with Diagnosis of Sepsis Driven by Population Similarities. 480-484 - Jonas Teixeira, Robert Wilkes, Orly Yadid-Pecht, Martin P. Mintchev:
Needle Optimization for Wrist-Based Electronic Mosquito Pilot Human Testing. 485-488 - Maria Chatzimina, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis:
Employing Conversational Agents in Palliative Care: A Feasibility Study and Preliminary Assessment. 489-496 - Konstantinos Mitsis, Konstantia Zarkogianni, Kalliopi Dalakleidi, George Mourkousis, Konstantina S. Nikita:
Evaluation of a Serious Game Promoting Nutrition and Food Literacy: Experiment Design and Preliminary Results. 497-502
BM8: BioMed Imaging - 2
- Nolwenn Jegou, Franck Desaize, Gobert N. Lee, Mariusz Bajger, Oscar Acosta, Julie Leseur, Renaud de Crevoisier, Martin Caon:
Organs-at-Risk Contouring on Head CT for RT Planning Using 3D Slicer- A Preliminary Study. 503-506 - Tijana Sustersic, Vesna Rankovic, Nenad Filipovic:
Development of a user-Friendly Application for DICOM Image Segmentation and 3D Visualization of a Brain Tumor. 507-510 - Maira Beatriz Hernandez Moran, Guilherme Henrique Apostolo, Adriel dos Santos Araújo, Eduardo de O. Andrade, José Viterbo, Aura Conci:
A Novel Approach for the Segmentation of Breast Thermal Images Combining Image Processing and Collective Intelligence. 511-518 - Dimitris Diamantis, Athena Zacharia, Dimitrios K. Iakovidis, Anastasios Koulaouzidis:
Towards the Substitution of Real with Artificially Generated Endoscopic Images for CNN Training. 519-524 - Branko Arsic, Mihailo Obrenovic, Milos Anic, Akira Tsuda, Nenad Filipovic:
Image Segmentation of the Pulmonary Acinus Imaged by Synchrotron X-Ray Tomography. 525-531 - Antônio Sousa Vieira de Carvalho Junior, Helton Hideraldo Bíscaro:
Blood Flow SPH Simulation with Elastic Deformation of Blood Vessels. 532-538
BM9: BioMed Models - 2
- Garrett Goodman, Nikolaos G. Bourbakis:
A Wearable Ultrasound Methodology for Creating a Real Time Near 3D Model of the Heart. 539-546 - Sukannya Purkayastha, Ishani Mondal, Sudeshna Sarkar, Pawan Goyal, Jitesh K. Pillai:
Drug-Drug Interactions Prediction Based on Drug Embedding and Graph Auto-Encoder. 547-552 - Oscar Mosquera, Daniel Guzmán, Jhonnatan Zamudio, Jose Garcia, Cristhian Rodriguez, Daniel Botero:
Complex Brain Networks and Simulated Military Reactions using a Virtual Reality System. 553-556 - Shigehiro Hashimoto, Kazuyuki Abe:
Monitoring of Orientation of Cells by Electric Impedance: Test on Oriented Cells Using Micro Striped Grooves Pattern by Photolithography. 557-562 - Ming-Hung Chen, Mao-Jan Lin, Yu-Cheng Li, Yi-Chang Lu:
Banded Pair-HMM Algorithm for DNA Variant Calling and Its Hardware Accelerator Design. 563-566 - Alfredo Illanes, Thomas Sühn, Nazila Esmaeili, Iván Maldonado, Anna Schaufler, Chien-Hsi Chen, Axel Boese, Michael Friebe:
Surgical Audio Guidance SurAG: Extracting Non-Invasively Meaningful Guidance Information During Minimally Invasive Procedures. 567-570 - Aspassia Daskalopulu, Eleutherios Tsoukalas, Dimitrios Bargiotas:
Normative and Fuzzy Aspects of Medical AI. 571-576
BM10: EEG
- Thi Mai Phuong Nguyen, Xinzhe Li, Yoshikatsu Hayashi, Shiro Yano, Toshiyuki Kondo:
Estimation of Brain Dynamics Under Visuomotor Task using Functional Connectivity Analysis Based on Graph Theory. 577-582 - Panagiotis A. Bonotis, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Nikolaos Giannakeas, Evripidis Glavas, Markos G. Tsipouras:
Automated Assessment of Pain Intensity Based on EEG Signal Analysis. 583-588 - Rami Alazrai, Saifaldeen Al-Rawi, Mohammad I. Daoud:
A Time-Frequency Distribution Based Approach for Detecting Tonic Cold Pain using EEG Signals. 589-592 - Konstantinos Politof, Marios Antonakakis, Andreas Wollbrink, Michalis E. Zervakis, Carsten H. Wolters:
Effective Connectivity in the Primary Somatosensory Network using Combined EEG and MEG. 593-597 - Vangelis P. Oikonomou, Ioannis Kompatsiaris:
Sparse EEG Source Localization Under the Variational Bayesian Framework. 598-602 - Gonul Gunal Degirmendereli, Sharlene D. Newman, Fatos T. Yarman-Vural:
On the Entropy of Brain Anatomic Regions for Complex Problem Solving. 603-608 - Andreas Wulff-Abramsson, Mads Deibjerg Lind, Stine Maria Louring Nielsen, George Palamas, Luis Emilio Bruni, Georgios Triantafyllidis:
Experiencing the Light Through our Skin - An EEG Study of Colored Light on Blindfolded Subjects. 609-616
BM11: Rehab/Robotics
- Cristian Axenie, Armin Becher, Daria Kurz, Thomas Grauschopf:
Meta-Learning for Avatar Kinematics Reconstruction in Virtual Reality Rehabilitation. 617-624 - Tuhin Sengupta, Muthu P:
Evolution of BioMaterials for Dental Implants and Futuristic Developments. 625-633 - Aidana Zhalgas, Match Wai Lun Ko, Jong Kim:
Determination of Corneal Nonlinear Viscoelastic Biomechanical Properties using Corvis ST. 634-637 - Cristina Farmaki, Myrto Krana, Matthew Pediaditis, Emmanouil Spanakis, Vangelis Sakkalis:
Single-Channel SSVEP-Based BCI for Robotic Car Navigation in Real World Conditions. 638-643 - Panagiotis Kassanos, Florent Seichepine, Meysam Keshavarz, Guang-Zhong Yang:
Towards a Flexible Wrist-Worn Thermotherapy and Thermoregulation Device. 644-648 - Bharat Mathur, Anirudh Topiwala, Saul Schaffer, Michael Kam, Hamed Saeidi, Thorsten Fleiter, Axel Krieger:
A Semi-Autonomous Robotic System for Remote Trauma Assessment. 649-656 - Daniel Gutstein, Enid Montague, Jacob Furst, Daniela Raicu:
Hand-Eye Coordination: Automating the Annotation of Physician-Patient Interactions. 657-662
BM12: Sensors-Vessels - 2
- Wei-Yen Hsu:
Cardiac Left Ventricular Ultrasound Image Sequence Recognition and Tracking. 663-666 - Georgia S. Karanasiou, Savvas K. Kyriakidis, Dimitrios Pleouras, Antonios I. Sakellarios, Anargyros Moulas, Arsen Semertzioglou, Dimitrios I. Fotiadis:
BioCoStent: A Holistic Approach for Development of a Drug-Eluting Stent with Retinoic Acid. 667-670 - Vasileios C. Pezoulas, Nikolaos S. Tachos, Dimitrios I. Fotiadis:
Generation of Virtual Patients for in Silico Cardiomyopathies Drug Development. 671-674 - George K. Karagiannidis, Angeliki Papathanasiou, Panagiotis D. Diamantoulakis, Athanasios Saratzis, Nikolaos Saratzis:
A Low Complexity and Cost Method to Diagnose Arterial Stenosis Using Lightwave Wearables. 675-680 - Buddhishan Manamperi, Charith Chitraranjan:
A Robust Neural Network-Based Method to Estimate Arterial Blood Pressure Using Photoplethysmography. 681-685
BM13: Sensors-Vessels - 3
- Panagiotis Kassanos, Florent Seichepine, Guang-Zhong Yang:
Characterization and Modeling of a Flexible Tetrapolar Bioimpedance Sensor and Measurements of Intestinal Tissues. 686-690 - Anastasios Georgakopoulos, Konstantinos Politopoulos, Efstratios Georgiou:
Imaging with Ultra Fast Light Pulse in Scattering Media using the DRTS Method. 691-696 - Savvas K. Kyriakidis, Antonis I. Sakellarios, Georgia S. Karanasiou, Dimitrios I. Fotiadis:
A Novel Methodology for Detection of Lumen, Outer Wall, Plaques and Stent Struts in Coronary Arteries Using Optical Coherence Tomography. 697-701 - Dimitrios Pleouras, Antonis I. Sakellarios, Georgia S. Karanasiou, Savvas K. Kyriakidis, Panagiota Tsompou, Vassiliki Kigka, Dimitrios I. Fotiadis:
Atherosclerotic Plaque Growth Prediction in Coronary Arteries using a Computational Multi-level Model: The Effect of Diabetes. 702-705 - Michalis D. Mantzaris, Evangelos Andreakos, Dimitrios I. Fotiadis, Vassiliki T. Potsika, Panagiotis K. Siogkas, Vassiliki Kigka, Vasileios C. Pezoulas, Ioannis G. Pappas, Themis P. Exarchos, Igor Koncar, Jaroslav Pelisek:
A Multimodal Advanced Approach for the Stratification of Carotid Artery Disease. 706-709 - Adithi Deborah Chakravarthy, Dilanga Abeyrathna, Mahadevan Subramaniam, Parvathi Chundi, Muhammad Sohail Halim, Murat Hasanreisoglu, Yasir J. Sepah, Quan Dong Nguyen:
An Approach Towards Automatic Detection of Toxoplasmosis using Fundus Images. 710-717 - Martin Strauch, Karl Krüger, Latha Mukunda, Alja Lüdke, C. Giovanni Galizia, Dorit Merhof:
Interpolating Maps between Neural Response Spaces for Chemosensing with Fruit Fly Antenna Sensors. 718-725
BM14: BioMed Imaging - 3
- Michael Vasilakakis, Varvara Iosifidou, Panagiota Fragkaki, Dimitrios K. Iakovidis:
Bone Fracture Identification in X-Ray Images using Fuzzy Wavelet Features. 726-730 - Wenhui Chu, Giovanni Molina, Nikhil V. Navkar, Christoph F. Eick, Aaron T. Becker, Panagiotis Tsiamyrtzis, Nikolaos V. Tsekos:
BNU-Net: A Novel Deep Learning Approach for LV MRI Analysis in Short-Axis MRI. 731-736 - Georgios A. Klados, Michalis E. Zervakis, Rosalía Dacosta-Aguayo, Antonio Fratini, Manousos A. Klados:
Towards a Novel Way to Predict Deficits After a Brain Lesion: A Stroke Example. 737-741 - Ratna Saha, Mariusz Bajger, Gobert N. Lee:
Prior Guided Segmentation and Nuclei Feature Based Abnormality Detection in Cervical Cells. 742-746 - Maira Beatriz Hernandez Moran, Aura Conci, Adriel dos Santos Araújo:
Evaluation of Quantitative Features and Convolutional Neural Networks for Nodule Identification in Thyroid Thermographies. 747-751 - Anirudh Topiwala, Lidia Al-Zogbi, Thorsten Fleiter, Axel Krieger:
Adaptation and Evaluation of Deep Learning Techniques for Skin Segmentation on Novel Abdominal Dataset. 752-759
BM15: Sleeping/Dyslexia
- Panagiotis Rizogiannis, Periklis Y. Ktonas, Hara Tsekou, Thomas Paparrigopoulos, Dimitris G. Dikeos, Errikos Chaim Ventouras:
Automated Sleep Spindle Detection System using Period-Amplitude Analysis. 760-763 - David Israel Medina, Martín O. Méndez, J. S. Murguía, Ioanna Chouvarda:
Wavelet Singularity Analysis for CAP Sleep Delineation. 764-769 - Michaela Areti Zervou, George Tzagkarakis, Panagiotis Tsakalides:
Automated Screening of Dyslexia via Dynamical Recurrence Analysis of Wearable Sensor Data. 770-774 - Thomais Asvestopoulou, Victoria Manousaki, Antonis Psistakis, Erjona Nikolli, Vassilios Andreadakis, Ioannis M. Aslanides, Yannis Pantazis, Ioannis Smyrnakis, Maria Papadopouli:
Towards a Robust and Accurate Screening Tool for Dyslexia with Data Augmentation using GANs. 775-782 - Manthos Kampourakis, Andreas Zacharakis, Orestis Mousouros, Ganna Palagina, Jochen Meyer, Stelios Manolis Smirnakis, Ioannis Smyrnakis, Maria Papadopouli:
Functional Network Connectivity Analysis in Absence Epilepsy Using Stargazer Mice. 783-790
BM16: EEG-EOG-MRI
- Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides:
Sparse Representations on DW-MRI: A Study on Pancreas. 791-795 - Na Lu, Tao Yin, Xue Jing:
A Temporal Convolution Network Solution for EEG Motor Imagery Classification. 796-799 - Shigehiro Hashimoto:
Impedance between Micro-Electrodes of a Pair of Concentric Cylinders for Estimation of Local Cell Configuration. 800-803 - Spyridon Manganas, Nikolaos G. Bourbakis:
A Formal SPN Methodology for Single (1D) and Multiple Channels (2D) EEG Brain Activity Representations/Analysis/Diagnosis. 804-811 - Sanjaya Mallikarachchi, Dulith Chinthaka, Janith Sandaruwan, Isuru Ruhunage, Thilina Dulantha Lalitharatne:
Motor Imagery EEG-EOG Signals Based Brain Machine Interface (BMI) for a Mobile Robotic Assistant (MRA). 812-816 - Nicoletta Prentzas, Andrew Nicolaides, Efthyvoulos Kyriacou, Antonis C. Kakas, Constantinos S. Pattichis:
Integrating Machine Learning with Symbolic Reasoning to Build an Explainable AI Model for Stroke Prediction. 817-821
Workshops
Personalized Medicine
- George Kallergis, Stelios Sfakianakis, Michael E. Zervakis, Marios Spanakis:
Drugs with SMILES Similar to Coxibs. 822-826 - Suganya Chandrababu, Dhundy Bastola:
Integrated Network-Based Approach for the Treatment & Prevention of IBD with Natural Products. 827-831 - Christiana C. Christodoulou, George Minadakis, Christiana Demetriou, Eleni Zamba-Papanicolaou, George M. Spyrou:
Computational Identification of Metabolites for Pathways Related to Huntington's Disease. 832-837 - Debora Santo, Tatjana Loncar-Turukalo, Blaz Stres, Vladimir S. Crnojevic, Sanja Brdar:
Clustering and Classification of Human Microbiome Data: Evaluating the Impact of Different Settings in Bioinformatics Workflows. 838-845 - Aristidis G. Vrahatis, Georgios N. Dimitrakopoulos, Sotiris K. Tasoulis, Vassilis P. Plagianakos:
Enhancing Clustering of Single-Cell RNA-Seq Data by Proximity Learning on Random Projected Spaces. 846-849 - Kai-Wen Chuang, Chien-Yu Chen:
Predicting Pathogenic Non-coding Variants on Imbalanced Data Set using Cluster Ensemble Sampling. 850-855 - Maria Astrinaki, Alexandros Kanterakis, Helen Latsoudis, George Potamias, Dimitris Kafetzopoulos:
Zazz: Variant Annotation and Exploration of Next Generation Sequencing Variants. 856-860 - Theodoris Koutsandreas, Ajdini Bajram, Chara Mastrokalou, Eleftherios Pilalis, Aristotelis Chatziioannou, Ilias Maglogiannis:
Combining Pathway Analysis and Supervised Machine Learning for the Functional Classification of Single-Cell Transcriptomic Data. 861-866
Neuro-Imaging
- Nawel Jmail, Abir Hadriche, Behi Ichrak, Amal Necibi, Chokri Ben Amar:
A Comparison of Inverse Problem Methods for Source Localization of Epileptic Meg Spikes. 867-870 - Marios Antonakakis, Stefan Rampp, Christoph Kellinghaus, Carsten H. Wolters, Gabriel Moeddel:
Individualized Targeting and Optimization of Multi-channel Transcranial Direct Current Stimulation in Drug-Resistant Epilepsy. 871-876 - Vasileios S. Dimakopoulos, Marios Antonakakis, Gabriel Moeddel, Jörg Wellmer, Stefan Rampp, Michalis E. Zervakis, Carsten H. Wolters:
Combined EEG/MEG Source Reconstruction of Epileptic Activity using a Two-Phase Spike Clustering Approach. 877-881 - Matthew Fenech, Stefano Seri, Manousos A. Klados:
High-Frequency Oscillations in Epilepsy: A Short Review. 882-885 - Katerina Giannakaki, Giorgos A. Giannakakis, Pelagia Vorgia, Manousos A. Klados, Michalis E. Zervakis:
Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals. 886-889 - Giorgos A. Giannakakis, Nikolaos Tsekos, Katerina Giannakaki, Kostas Michalopoulos, Pelagia Vorgia, Michalis E. Zervakis:
Seizure Detection using Common Spatial Patterns and Classification Techniques. 890-893
Intell-Digital Health - 1
- Petros Toumpaniaris, Panagiotis Katrakazas, George I. Lambrou, Athanasios Papanikitas, Michail Sarafidis, Sotiris Pavlopoulos, Dimitrios D. Koutsouris:
Design and Implementation of a Precision Oxygen Delivery Control System in Facial Masks. 894-898 - Holly Tibble, Amy Chan, Edwin A. Mitchell, Rob Horne, Mehrdad A. Mizani, Aziz Sheikh, Athanasios Tsanas:
Heterogeneity in Asthma Medication Adherence Measurement. 899-903 - Sérgio Ribeiro, Emilio Nakamura:
Privacy Protection with Pseudonymization and Anonymization In a Health IoT System: Results from OCARIoT. 904-908 - Minhong Wang, Athanasios Tsanas, Guillaume Blin, Dave Robertson:
Investigating Motility and Pattern Formation in Pluripotent Stem Cells Through Agent-Based Modeling. 909-913 - Andreas Triantafyllidis, Anastasios Alexiadis, Dimosthenis Elmas, Konstantinos Votis, Dimitrios Tzovaras:
A Social Robot-Based Platform for Prevention of Childhood Obesity. 914-917 - Dario Salvi, Jameson Lee, Carmelo Velardo, Rishi Arvin Goburdhun, Lionel Tarassenko:
Mobistudy: An Open Mobile-Health Platform for Clinical Research. 918-921
Intell-Digital Health - 2
- Maria Koutli, Natalia Theologou, Athanasios Tryferidis, Dimitrios Tzovaras:
Abnormal Behavior Detection for Elderly People Living Alone Leveraging IoT Sensors. 922-926 - Kun-Chan Lan, Jun-Xiang Zhang, Ying-Hsiu Lin:
Visualizing the Associations between Acupoints Based on Diseases They Treat. 927-932 - Suparno Datta, Anne Schraplau, Harry Freitas Da Cruz, Jan-Philipp Sachs, Frank Mayer, Erwin P. Böttinger:
A Machine Learning Approach for Non-Invasive Diagnosis of Metabolic Syndrome. 933-940 - Dionysis Pettas, Stavros Nousias, Evangelia I. Zacharaki, Konstantinos Moustakas:
Recognition of Breathing Activity and Medication Adherence using LSTM Neural Networks. 941-946 - Carlos Salort Sánchez, Suzanne Smyth, Elizabeth Tully, Joanna Griffin, Luke Heaphy, Niamh Redmond, Fionnuala Breathnach, Jan Baumbach, Cristian Axenie:
Fuzzy Inference System for Risk Evaluation in Gestational Diabetes Mellitus. 947-952 - Athanasios Tsanas, Siddharth Arora:
Exploring Telephone-Quality Speech Signals Towards Parkinson's Disease Assessment in a Large Acoustically Non-controlled Study. 953-956
Biomarkers/Radiomics
- Mohsen Soltanpour, Russell Greiner, Pierre Boulanger, Brian Buck:
Ischemic Stroke Lesion Prediction in CT Perfusion Scans Using Multiple Parallel U-Nets Following by a Pixel-Level Classifier. 957-963 - Eugenia Mylona, Clement Lebreton, Pierre Fontaine, Stéphane Supiot, Nicolas Magne, Gilles Créhange, Renaud de Crevoisier, Oscar Acosta:
Comparison of Machine Learning Algorithms and Oversampling Techniques for Urinary Toxicity Prediction After Prostate Cancer Radiotherapy. 964-971 - Danila Germanese, Elena Bertelli, Simone Agostini, Laura Mercatelli, Sara Colantonio, Vittorio Miele, Maria Antonietta Pascali, Claudia Caudai, Nicola Zoppetti, Roberto Carpi, Andrea Barucci:
Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study. 972-976 - João B. S. Carvalho, José-Maria Moreira, Mário A. T. Figueiredo, Nikolaos Papanikolaou:
Automatic Detection and Segmentation of Lung Lesions using Deep Residual CNNs. 977-983 - Diana Marcela Marín Castrillón, Pierre Fontaine, Khemara Gnep, Renaud de Crevoisier, Gloria Díaz, Oscar Acosta:
Multiple Kernel Learning Applied to the Prediction of Prostate Cancer Recurrence from MRI Radiomic Features. 984-988 - Akshay Gowrishankar, Lambros S. Athanasiou, Max L. Olender, Elazer R. Edelman:
Neural Network Training Data Profoundly Impacts Texture-Based Intravascular Image Segmentation. 989-993 - Georgios C. Manikis, Maria Venianaki, Iraklis Skepasianos, Georgios Z. Papadakis, Thomas G. Maris, Sofia Agelaki, Apostolos Karantanas, Kostas Marias:
Scale-Space DCE-MRI Radiomics Analysis Based on Gabor Filters for Predicting Breast Cancer Therapy Response. 994-1001
Cardiovascular Modeling
- Cristina Marie Morales Mojica, Nikolaos V. Tsekos, Jose Daniel Velazco Garcia, Haoran Zhao, Ioannis Seimenis, Ernst L. Leiss, Dipan J. Shah, Andrew G. Webb, Aaron T. Becker, Panagiotis Tsiamyrtzis:
Interactive and Immersive Image-Guided Control of Interventional Manipulators with a Prototype Holographic Interface. 1002-1005 - Nikolaos Nikolikos, Nefeli Lamprinou, Anastasia Boile, Emmanouil Z. Psarakis:
Multi-contrast MR Image/Volume Alignment via ECC Maximization. 1006-1011 - Seda Aslan, Henry R. Halperin, Laura Olivieri, Narutoshi Hibino, Axel Krieger, Yue-Hin Loke, Paige Mass, Kevin Nelson, Enoch Yeung, Jed Johnson, Justin D. Opfermann, Hiroshi Matsushita, Takahiro Inoue:
Design and Simulation of Patient-Specific Tissue-Engineered Bifurcated Right Ventricle-Pulmonary Artery Grafts using Computational Fluid Dynamics. 1012-1018 - Giovanni Molina, Jose D. Velazco Garcia, Dipan J. Shah, Aaron T. Becker, Ioannis Seimenis, Panagiotis Tsiamyrtzis, Nikolaos V. Tsekos:
Automated Segmentation and 4D Reconstruction of the Heart Left Ventricle from CINE MRI. 1019-1023 - George M. Tzanoukos, Pavlos Kafouris, Alexandros Georgakopoulos, Anastasios Gaitanis, Dimitris Maroulis, Sofia Chatziioannou, George M. Spyrou:
Design and Initial Implementation of a Computer Aided Diagnosis System for PET/CT Solitary Pulmonary Nodule Risk Estimation. 1024-1028
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