Table of Contents

• Deep Model for Anticancer Drug Response through Genomic Profiles and Compound StructuresFilipa G. Carvalho, Maryam Abbasi, Bernardete Ribeiro, Joel P. Arrais. 1-6 [doi]
• Measuring the Left Ventricular Ejection Fraction using Geometric FeaturesAthanasios Lagopoulos, Dimitrios Hristu-Varsakelis. 1-6 [doi]
• MRI Quality Control Algorithm Based on Image Analysis Using Convolutional and Recurrent Neural NetworksGrigorii Shoroshov, Olga Senyukova, Dmitry Semenov, Daria Sharova. 1-4 [doi]
• Generative Adversarial Networks for Augmenting EEG Data in P300-based Applications: A Comparative StudyYasmin Abdelghaffar, Ahmed Hashem, Seif Eldawlatly. 1-6 [doi]
• Subgroup Discovery Analysis of Treatment Patterns in Lung Cancer PatientsDaniel Gómez-Bravo, Aaron García, Guillermo Vigueras, Belén Ríos-Sánchez, Belén Otero, Roberto Hernández, María Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González. 1-7 [doi]
• REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET dataAdrián Ayuso Muñoz, Esther Ugarte Carro, Lucía Prieto Santamaría, Belén Otero-Carrasco, Ernestina Menasalvas Ruiz, Yuliana Pérez-Gallardo, Alejandro Rodríguez González. 7-12 [doi]
• Deep learning to extract Breast Cancer diagnosis conceptsOswaldo Solarte Pabón, Maria Torrente, Alvaro Garcia-Barragán, Mariano Provencio, Ernestina Menasalvas, Victor Robles. 13-18 [doi]
• Textural features for automatic detection and categorisation of pneumonia in chest X-ray imagesCésar Antonio Ortiz Toro, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín. 19-24 [doi]
• Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicineCarlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani. 25-31 [doi]
• FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionLena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou. 32-37 [doi]
• Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine LearningAndrea M. Storås, Anders Åsberg, Pål Halvorsen, Michael A. Riegler, Inga Strümke. 38-43 [doi]
• Estimating Predictive Uncertainty in Gastrointestinal Polyp SegmentationFelicia Ly Jacobsen, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler. 44-49 [doi]
• A novel CNN model with dense connectivity and attention mechanism for arrhythmia classificationQin Zhan, Peilin Li, Yongle Wu, Jingchun Huang, Xunde Dong. 50-55 [doi]
• Generic Concept for Integrating Voice Assistance Into Smart Therapeutic InterventionsJens Scheible, Fabian Hofmann, Manfred Reichert, Rüdiger Pryss, Marc Schickler. 56-61 [doi]
• Combining heterogeneous patient-level data into tranSMART to support multicentre studiesJoão Rafael Almeida, Luís Bastião Silva, Alejandro Pazos, José Luís Oliveira. 62-65 [doi]
• PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polypsJan Andre Fagereng, Vajira Thambawita, Andrea M. Storås, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler. 66-71 [doi]
• Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fracturesMarcos V. N. Bedo, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina, Marcello H. Nogueira-Barbosa, Paulo M. Azevedo-Marques. 72-77 [doi]
• Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep LearningJonathan S. Ramos, Erikson Júlio De Aguiar, Ivar Vargas Belizario, Márcus V. L. Costa, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina. 78-83 [doi]
• CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared imagesCaroline Barcelos Gonçalves, Jefferson R. Souza, Henrique C. Fernandes. 84-89 [doi]
• Hyperparameter for Deep Learning Applied in Mammogram Image ClassificationJuliana Wolf Pereira, Marcela Xavier Ribeiro. 90-95 [doi]
• Deep Learning Based Multi-Label Prediction of Hospitalization for COVID-19 CasesCarson K. Leung, Thanh Huy Daniel Mai, Nguyen Duy Thong Jase Tran. 96-101 [doi]
• Breast Cancer Diagnosis from Histopathology Images using Supervised AlgorithmsAlberto Labrada, Buket D. Barkana. 102-107 [doi]
• Study of Vocal Muscle Strain with Skin Deformation Tracking SystemSteven Hogue, Adrianna C. Shembel, Xiaohu Guo. 108-113 [doi]
• Focal Loss Improves Performance of High-Sensitivity C-Reactive Protein Imbalanced ClassificationRyan Sledzik, Mahdieh Zabihimayvan. 114-118 [doi]
• MobApp4InfectiousDisease: Classify COVID-19, Pneumonia, and TuberculosisMd. Kawsher Mahbub, Md. Zakir Hossain Zamil, Md. Abdul Mozid Miah, Partho Ghose, Milon Biswas, K. C. Santosh. 119-124 [doi]
• Graph-based Regional Feature Enhancing for Abdominal Multi-Organ Segmentation in CTZefan Yang, Yi Wang 0040. 125-130 [doi]
• TSEUnet: A 3D neural network with fused Transformer and SE-Attention for brain tumor segmentationYanmei Chen, Jiajun Wang. 131-136 [doi]
• Left and Right Ventricular Segmentation Based on 3D Region-Aware U-NetXiaoting Huang, Wenjie Chen, Xueting Liu, Huisi Wu, Zhenkun Wen, LinLin Shen. 137-142 [doi]
• Ultrasonic Carotid Blood Flow Velocimetry Based on Deep Complex Neural NetworkJian Lei, Xun Lang, Bingbing He, Songhua Liu, Hao Tan, Yufeng Zhang. 143-148 [doi]
• Dual Fusion Mass Detector for Mammogram Mass DetectionShuo Liu, Zhihui Lai, Heng Kong, LinLin Shen. 149-154 [doi]
• ECG heartbeat classification based on combined features extracted by PCA, KPCA, AKPCA and DWTJunhao Zhu, Yi Zeng, Jianheng Zhou, Xunde Dong. 155-159 [doi]
• A goal-driven approach for clinical decision conflict detection and its application to the treatment of multimorbidityYunlong Ye, Liang Xiao. 160-165 [doi]
• Online reconstruction of fast dynamic MR imaging using deep low-rank plus sparse networkChe Wang, Sen Jia, Zhonghong Yan, Yijia Zheng, Shaonan Liu, Haifeng Wang, Dong Liang, Yanjie Zhu. 166-170 [doi]
• Explanations of Deep Networks on EEG Data via Interpretable ApproachesChen Cui, Ying Zhang, Shenghua Zhong. 171-176 [doi]
• A YOLO-based Object Simplification Approach for Visual ProsthesesReham H. Elnabawy, Slim Abdennadher, Olaf Hellwich, Seif Eldawlatly. 183-186 [doi]
• Ethically Informed Software Process for Smart Health HomeXiang Zhang, Matthew Pike, Nasser Mustafa, Vladimir Brusic. 187-192 [doi]
• A Drug Repositioning Approach Using Drug and Disease FeaturesJialan Tang, Baiying Lei, Weilin Chen. 193-198 [doi]
• Leveraging Clinical BERT in Multimodal Mortality Prediction Models for COVID-19Yash Pawar, Aron Henriksson, Pontus Hedberg, Pontus Naucler. 199-204 [doi]
• The Impact of General Data Protection Regulation on the Australasian Type-1 Diabetes PlatformZhe Wang, Anthony Stell, Richard O. Sinnott, Addn Study Group. 205-210 [doi]
• Exploiting AI to make insulin pens smart: injection site recognition and lipodystrophy detectionElisabetta Torre, Luisa Francini, Ermanno Cordelli, Rosa Sicilia, Silvia Manfrini, Vincenzo Piemonte, Paolo Soda. 211-216 [doi]
• Integrating Residual, Dense, and Inception Blocks into the nnUNetNiccolò McConnell, Alina Miron, Zidong Wang, Yongmin Li 0001. 217-222 [doi]
• ConvNet and machine learning models with feature engineering using motor activity data for schizophrenia classificationFellipe Paes Ferreira, Aengus Daly. 223-227 [doi]
• Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth dataMiro Schleicher, Sebastian Hamacher, Mats Naujoks, Kolja Günther, Timo Schmidt, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou. 228-233 [doi]
• Predicting the Onset of Delirium on Hourly Basis in an Intensive Care Unit Following Cardiac SurgeryLinda Lapp, Marc Roper, Kimberley Kavanagh, Stefan Schraag. 234-239 [doi]
• Analysing Out-patient Demand and Forecasting Theatre Requirements in a Teaching HospitalIan Darbey, Bridget Kane. 240-245 [doi]
• Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray ImagesJoana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça. 252-257 [doi]
• Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiographyMahbub Ul Alam, Jón Rúnar Baldvinsson, Yuxia Wang. 258-263 [doi]
• Visualising Time-evolving Semantic Biomedical DataArnaldo Pereira, João Rafael Almeida, Rui Pedro Lopes, José Luís Oliveira. 264-269 [doi]
• Investigating the Effectiveness of Color Coding in Multimodal Medical ImagingGiuseppe Placidi, Giovanna Castellano, Filippo Mignosi, Matteo Polsinelli, Gennaro Vessio. 270-275 [doi]
• The value of compression for taxonomic identificationJorge Miguel Silva, João Rafael Almeida. 276-281 [doi]
• Diabetic Foot Ulcers Classification using a fine-tuned CNNs EnsembleElineide Santos, Francisco Santos, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares, Rodrigo Veras. 282-287 [doi]
• Data Augmentation Methods For Object Detection and Segmentation In Ultrasound Scans: An Empirical Comparative StudySachintha R. Brandigampala, Abdullah F. Al-Battal, Truong Q. Nguyen. 288-291 [doi]
• MRI-guided Automated Delineation of Gross Tumor Volume for Nasopharyngeal Carcinoma using Deep LearningMeiyan Yue, Zhenhui Dai, Jiahui He, Yaoqin Xie, Nazar Zaki, Wenjian Qin. 292-296 [doi]
• Aerobic Exercise System for Home TelerehabilitationAref Smiley, Joseph Finkelstein. 297-301 [doi]
• Magnitude-image based data-consistent deep learning method for MRI super resolutionZiyan Lin, Zihao Chen. 302-305 [doi]
• Penalized Entropy: a novel loss function for uncertainty estimation and optimization in medical image classificationDehua Feng, Xi Chen, Xiaoyu Wang, Jiahuan Lv, Ling Bai, Shu Zhang, Zhiguo Zhou. 306-310 [doi]
• Facial Pore Segmentation Algorithm using Shallow CNNSunyong Seo, Sangwook Yoo, Semin Kim, Daeun Yoon, Jongha Lee. 311-316 [doi]
• Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution NetworkNikhil Kumar Tomar, Abhishek Srivastava, Ulas Bagci, Debesh Jha. 317-322 [doi]
• Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural NetworkAbhishek Srivastava, Nikhil Kumar Tomar, Ulas Bagci, Debesh Jha. 323-328 [doi]
• 68Ga-PSMA-11 PET/CTShaonan Zhong, Yuxuan Wu, Zhantao Liu, Zhaohong Pan, Bingsheng Huang, Qinqin Yang. 329-332 [doi]
• Policy-Based Diabetes Detection using Formal Runtime Verification MonitorsAbhinandan panda, Srinivas Pinisetty, Partha S. Roop. 333-338 [doi]
• Breast Lesions Segmentation using Dual-level UNet (DL-UNet)Yanjiao Zhao, Zhihui Lai, LinLin Shen, Heng Kong. 339-344 [doi]
• Ensemble Framework for Unsupervised Cervical Cell SegmentationAgnimitra Sen, Shyamali Mitra, Sukanta Chakraborty, Debashri Mondal, K. C. Santosh, Nibaran Das. 345-350 [doi]
• Integrating with Segmentation by Using Multi-Task Learning Improves Classification Performance in Medical Image AnalysisYi Li, Yuanyuan Zhao, Mingyu Wang, Fei Li, Jia Chen, Yanji Luo, Shi-Ting Feng, Xiaoyi Lin, Bingsheng Huang. 351-354 [doi]
• Learning Pre- and Post-contrast Representation for Breast Cancer Segmentation in DCE-MRIHong Wu, Yingwen Huo, Yupeng Pan, Zeyan Xu, Rian Huang, Yu Xie, Chu Han, Zaiyi Liu, Yi Wang. 355-359 [doi]
• Optimum Thresholding for Medical Brain Images Based on Tsallis Entropy and Bayesian EstimationSijin Luo, Zhehao Luo, Zhiyong Zhan, Guoyuan Liang. 360-365 [doi]
• TcT: Temporal and channel Transformer for EEG-based Emotion RecognitionYanling Liu, Yueying Zhou, Daoqiang Zhang. 366-371 [doi]
• Deep Log-Normal Label Distribution Learning for Pneumoconiosis Staging on Chest RadiographsWenjian Sun, Dongsheng Wu, Yang Luo, Lu Liu, Hongjing Zhang, Shuang Wu, Yan Zhang, Chenglong Wang, Houjun Zheng, Jiang Shen, Chunbo Luo. 372-376 [doi]
• Contrastive learning-based Adenoid Hypertrophy Grading Network Using Nasoendoscopic ImageSiting Zheng, Xuechen Li, Mingmin Bi, Yuxuan Wang, Haiyan Liu, Xiaoshan Feng, Yunping Fan, LinLin Shen. 377-382 [doi]
• Semi-automatic Labeling and Training Strategy for Deep Learning-based Facial Wrinkle DetectionSemin Kim, HuiSu Yoon, Jongha Lee, Sangwook Yoo. 383-388 [doi]
• End-to-End Multi-task Learning Regression Network for Fovea Localization in Fundus ImagesLimin Huang, Haijun Lei, Weixin Liu, Zhen Li, Hai Xie, Baiying Lei. 389-393 [doi]
• Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI DatabaseSami Puustinen, Joni Hyttinen, Gemal Hisuin, Hana Vrzakova, Antti Huotarinen, Pauli Fält, Markku Hauta-Kasari, Arto Immonen, Timo Koivisto, Juha E. Jääskeläinen, Antti-Pekka Elomaa. 394-399 [doi]
• Towards Evidence-based Argumentation Graph for Clinical Decision SupportLiang Xiao. 400-405 [doi]
• Patient identification methods based on medical imagery and their impact on patient privacy and open medical dataLaura Carolina Martínez Esmeral, Andreas Uhl. 406-411 [doi]
• Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI dataUli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke. 416-421 [doi]
• Evaluation of Relevance-Driven Compression of Regular Cataract Surgery VideosNatalia Mathá, Klaus Schoeffmann, Stephanie Sarny, Doris Putzgruber-Adamitsch, Yosuf El-Shabrawi. 429-434 [doi]
• Drug repositioning with gender perspective focused on Adverse Drug ReactionsBelén Otero-Carrasco, Aurora Pérez-Pérez, Ernestina Menasalvas Ruiz, Juan Pedro Caraça-Valente Hernández, Lucía Prieto Santamaría, Alejandro Rodríguez González. 435-440 [doi]
• Optimizing Nozzle Travel Time in Proton TherapyMatteo Spezialetti, Renata Di Filippo, Ramon Gimenez De Lorenzo, Giovanni Luca Gravina, Giuseppe Placidi, Guido Proietti, Fabrizio Rossi, Stefano Smriglio, João Manuel R. S. Tavares, Francesca Vittorini, Filippo Mignosi. 441-446 [doi]
• A secure architecture for exploring patient-level databases from distributed institutionsJoão Rafael Almeida, João Paulo Barraca, José Luís Oliveira. 447-452 [doi]
• Experiences in Development and Support of a Multi-technology Skin Conditions Clinical Trial PlatformRichard O. Sinnott, William Hu. 453-458 [doi]
• Touchless Authentication for Health Professionals: Analyzing the Risks and Proposing Alternatives to Dirty InterfacesChiarelli Araújo Vale, Frederico Schardong, Maurício de Vasconcelos Barros, Ricardo Custódio. 459-464 [doi]
• Fine-grained Encryption for Secure Research Data SharingLúcio Henrik A. Reis, Marcela T. de Oliveira, Sílvia D. Olabarriaga. 465-470 [doi]