Table of Contents

• MCRB: A Multiclassifier Tool for Risk of Bias Assessment in a Systematic Review to Produce Health Evidence to Decision MakingRamon Gonçalves Pereira, Giulia Zanon Castro, Pamela Azevedo, Lucas Tôrres, Isabella Zuppo, Túlio Rocha, Augusto Afonso Guerra Júnior. 1-6 [doi]
• Evaluating Local Interpretable Model-Agnostic Explanations on Clinical Machine Learning Classification ModelsNesaretnam Barr Kumarakulasinghe, Tobias Blomberg, Jintai Liu, Alexandra Saraiva Leao, Panagiotis Papapetrou. 7-12 [doi]
• Real-Time Feedback for Colonoscopy in a Multicenter Clinical TrialWallapak Tavanapong, Jung-Hwan Oh, Gavin Kijkul, Jacob Pratt, Johnny Wong, Piet C. de Groen. 13-18 [doi]
• Evaluation of Real-Time Remote 3D Rendering of Medical Images using GPUsEdson A. G. Coutinho, Bruno M. Carvalho 0001. 19-24 [doi]
• A Recommender System to Help Discovering Cohorts in Rare DiseasesJoão Rafael Almeida, Eriksson J. Melicio Monteiro, Luís A. Bastião Silva, Alejandro Pazos Sierra, José Luís Oliveira. 25-28 [doi]
• MATURE: Recommender System for MAndatory FeaTURE ChoicesRitu Shandilya, Sugam Sharma, Johnny Wong. 29-32 [doi]
• Identification of Temporal Changes on Patients at Risk of LONS with TPRMine: A Case Study in NICUCatherine Inibhunu, Carolyn McGregor. 33-36 [doi]
• Enrich Rare Disease Phenotypic Characterizations via a Graph Convolutional Network Based Recommendation SystemFeichen Shen, Andrew Wen, Hongfang Liu. 37-40 [doi]
• A Coarse-to-Fine Data Generation Method for 2D and 3D Cell Nucleus SegmentationZhuo Zhao, Hongxiao Wang, Yizhe Zhang, Hao Zheng 0006, Siyuan Zhang, Danny Ziyi Chen. 41-46 [doi]
• Efficient Segmentation of Cell Nuclei in Histopathological ImagesOscar Cuadros Linares, Aurea Soriano-Vargas, Bruno S. Faiçal, Bernd Hamann, Alexandre Fabro, Agma J. M. Traina. 47-52 [doi]
• Segmentation, Detection and Classification of Cell Nuclei on Oral Cytology Samples Stained with PapanicolaouAndré Victória Matias, Allan Cerentini, Luiz Antonio Buschetto Macarini, João Gustavo Atkinson Amorim, Felipe Perozzo Daltoé, Aldo von Wangenheim. 53-58 [doi]
• Exploring Hippocampal Asymmetrical Features from Magnetic Resonance Images for the Classification of Alzheimer's DiseaseItalo Antonio Duarte de Oliveira, Katia Maria Poloni, Ricardo José Ferrari. 59-64 [doi]
• 3D Convolutional Neural Networks for Diagnosis of Alzheimer's Disease via Structural MRIEkin Yagis, Luca Citi, Stefano Diciotti, Chiara Marzi, Selamawet Workalemahu Atnafu, Alba Garcia Seco de Herrera. 65-70 [doi]
• Segmentation of Anterior Tissues in Craniofacial Cone-Beam CT ImagesDharitri Misra, Michael Gill, Janice S. Lee, Sameer K. Antani. 71-76 [doi]
• Grading Quality of Color Retinal Images to Assist Fundus Camera OperatorsSangeeta Biswas, Johan Rohdin, Andrii Kavetskyi, Martin Drahanský. 77-82 [doi]
• Mobile Fluorescence Imaging and Protein Crystal RecognitionTruong X. Tran, Marc L. Pusey, Ramazan Savas Aygün. 83-88 [doi]
• Image Classification of Cyanobacteria Microcystis Aeruginosa in raw Water Samples in Curitiba's RegionGeisla de Albuquerque Melo, Antonio Carlos Sobieranski, Thelma Alvim Veiga Ludwig, Lucas Ferrari de Oliveira. 89-94 [doi]
• Detection of Muscle Fatigue by Fusion of Agonist and Synergistic Muscle sEMG SignalsMaoheng Li, Jinbao Li, Minglei Shu. 95-98 [doi]
• PROSISY: PRospective Stroke Identification SYstem Based on Cognitive Radio Theory and Machine LearningHuber Nieto-Chaupis. 99-103 [doi]
• Periodic Change Detection in Fetal Heart Rate Using CardiotocographSahana Das, Himadri Mukherjee, K. C. Santosh, Chanchal Kumar Saha, Kaushik Roy 0004. 104-109 [doi]
• Semantic Features Aided Multi-scale Reconstruction of Inter-Modality Magnetic Resonance ImagesPreethi Srinivasan, Prabhjot Kaur, Aditya Nigam, Arnav Bhavsar. 110-113 [doi]
• Fully-Automated Analysis of Scoliosis from Spinal X-Ray ImagesAbdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan 0001, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos. 114-119 [doi]
• Epileptic Seizure Prediction Based on Region Correlation of EEG SignalXuefei Liu, Jinbao Li, Minglei Shu. 120-125 [doi]
• Classification of Electroencephalogram Signals for Detecting Predisposition to Alcoholism using Computer Vision and Transfer LearningFrancisco H. S. Silva, Aldísio Gonçalves Medeiros, Elene F. Ohata, Pedro Pedrosa Rebouças Filho. 126-131 [doi]
• Sensory Effects in Cognitive Exercises for Elderly Users: Stroop GameGustavo de Paula, Pedro Valentim, Flávio Luiz Seixas, Rosimere Santana, Débora C. Muchaluat-Saade. 132-137 [doi]
• A Gamification-Based Framework for mHealth Developers in the Context of Self-CareLuma Wanderley de Oliveira, Sérgio Teixeira de Carvalho. 138-141 [doi]
• Towards Monitoring Patients with Alzheimer's Disease Activity using Distributed Tangible Tabletops and Dual RealityWalid Merrad, Alexis Héloir, Christophe Kolski, Gloria Mark, Antonio Krüger. 142-145 [doi]
• Exploring Visual Attention and Machine Learning in 3D Visualization of Medical Temporal DataLeonardo Souza Silva, Renan Vinicius Aranha, Matheus Alberto de Oliveira Ribeiro, Luiz Ricardo Nakamura, Fátima L. S. Nunes Marques. 146-151 [doi]
• Catchicken: A Serious Game Based on the Go/NoGo Task to Estimate Inattentiveness and Impulsivity SymptomsPrasetia Utama Putra, Keisuke Shima, Koji Shimatani. 152-157 [doi]
• Gamification of Balance Exercises with Intervention Techniques and Feedback System using Intervention, Motivation, and Game Design Analyses: A Pre-Clinical StudyRosula Reyes, Jedd Emille Chua, Merce Tumibay. 158-162 [doi]
• Subgrouping Rare Disease Patients Leveraging the Human Phenotype Ontology EmbeddingsFeichen Shen, Andrew Wen, Hongfang Liu. 169-172 [doi]
• Characterizing Sub-Cohorts via Data Normalization and Representation LearningEverett Rush, Özgür Özmen, Kathryn Knight, Byung Park, Clifton Baker, Makoto L. Jones, Merry Ward, Jonathan R. Nebeker. 173-176 [doi]
• A Clustering Framework for Patient Phenotyping with Application to Adverse Drug EventsMaria Bampa, Panagiotis Papapetrou, Jaakko Hollmén. 177-182 [doi]
• Analysis of New Nosological Models from Disease Similarities using ClusteringLucía Prieto Santamaría, Eduardo P. García del Valle, Gerardo Lagunes García, Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, Yuliana Pérez-Gallardo, Gandhi Hernández-Chan. 183-188 [doi]
• Assessment of Medical Reports Uncertainty through Topic Modeling and Machine LearningMengyuan Shang, Jacob D. Furst, Daniela Stan Raicu. 189-192 [doi]
• A Data-Driven Approach for Analyzing Healthcare Services Extracted from Clinical RecordsManuel Scurti, Ernestina Menasalvas Ruiz, Maria-Esther Vidal, Maria Torrente, Dimitrios Vogiatzis, George Paliouras, Mariano Provencio, Alejandro Rodríguez González. 193-196 [doi]
• Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOPJosé Maria Clementino, Christian C. Bones, Bruno S. Faiçal, Oscar A. C. Linares, Daniel Mario de Lima, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina. 197-202 [doi]
• The Feynman Propagator to Model Molecular Communications Between an Engineered Nanodevice and Beta CellsHuber Nieto-Chaupis. 203-207 [doi]
• Accurate Chronic Wound Area Measurement using Structure from MotionFellipe M. C. Barbosa, Bruno M. Carvalho 0001, Rafael Beserra Gomes. 208-213 [doi]
• Ontology-Based Management of Cranial Computed Tomography ReportsCassia Isac, José Viterbo, Aura Conci, Marcos Da Silveira. 214-219 [doi]
• iASiS Open Data Graph: Automated Semantic Integration of Disease-Specific KnowledgeAnastasios Nentidis, Konstantinos Bougiatiotis, Anastasia Krithara, Georgios Paliouras. 220-225 [doi]
• Adaptation of IDPT System Based on Patient-Authored Text Data using NLPSuresh Kumar Mukhiya, Usman Ahmed, Fazle Rabbi 0001, Ka-I Pun, Yngve Lamo. 226-232 [doi]
• Identifying Post-Traumatic Stress Symptoms Using Physiological Signals and Data MiningLuiz Antonio da Ponte Junior, Débora Christina Muchaluat-Saade, Alexandre P. de Carvalho, Rita de Cássia Soares Alves, Liana Catarina Lima Portugal, Leticia de Oliveira, Mirtes Garcia Pereira. 233-238 [doi]
• Mental Health Ubiquitous Monitoring: Detecting Context-Enriched Sociability Patterns Through Complex Event ProcessingIvan Rodrigues de Moura, Francisco José da Silva e Silva, Luciano Reis Coutinho, Ariel Soares Teles. 239-244 [doi]
• Creating a Metamodel Based on Machine Learning to Identify the Sentiment of Vaccine and Disease-Related Messages in Twitter: the MAVIS StudyAlejandro Rodríguez González, Juan Manuel Tuñas, Diego Fernandez Peces-Barba, Ernestina Menasalvas Ruiz, Almudena Jaramillo, Manuel Cotarelo, Antonio Conejo, Amalia Arce, Angel Gil. 245-250 [doi]
• On Using Meta-Features to Learn Under Class Skew in Biomedical DomainsRosa Sicilia, Ermanno Cordelli, Paolo Soda. 251-256 [doi]
• Utilizing Oncology-Related Social Media Content to Model Information-Seeking Behaviors Towards a Model of Shared Decision MakingMargeret Hall, Sharon Obasi, Dhundy Bastola. 257-260 [doi]
• Multi-language Concept Normalisation of Clinical CohortsJoão Rafael Almeida, José Luís Oliveira. 261-264 [doi]
• Enhancing Recall Using Data Cleaning for Biomedical Big DataPriya Deshpande, Alexander Rasin, Roselyne Tchoua, Jacob Furst, Daniela Raicu, Sameer K. Antani. 265-270 [doi]
• Intrinsic and Extrinsic Evaluation of the Quality of Biomedical Embeddings in Different LanguagesPaula M. Franceschini, Henrique D. P. dos Santos, Renata Vieira. 271-276 [doi]
• Time-Window SIQR Analysis of COVID-19 Outbreak and Containment Measures in ItalyErmanno Cordelli, Matteo Tortora, Rosa Sicilia, Paolo Soda. 277-282 [doi]
• Fall Detection in Clinical Notes using Language Models and Token ClassifierJoaquim Santos, Henrique D. P. dos Santos, Renata Vieira. 283-288 [doi]
• Mining Disproportional Frequent Arrangements of Event Intervals for Investigating Adverse Drug EventsZed Lee, Jonathan Rebane, Panagiotis Papapetrou. 289-292 [doi]
• Clinical Predictive Keyboard using Statistical and Neural Language ModelingJohn Pavlopoulos, Panagiotis Papapetrou. 293-296 [doi]
• A HW/SW System to Detect Druses in Retinal Fundus Image for the Diagnostic of Age Related Macular DegenerationMatheus Monteiro, Adriano Sarmento. 297-302 [doi]
• PSYKOSE: A Motor Activity Database of Patients with SchizophreniaPetter Jakobsen, Enrique Garcia-Ceja, Lena Antonsen Stabell, Ketil J. Oedegaard, Jan Oystein Berle, Vajira Thambawita, Steven Alexander Hicks, Pål Halvorsen, Ole Bernt Fasmer, Michael Alexander Riegler. 303-308 [doi]
• Event-Driven Framework for Detecting Unusual Patterns in AAL EnvironmentsLucas Larcher, Victor Ströele, Mario A. R. Dantas, Michael A. Bauer 0001. 309-314 [doi]
• B-Move: A Transmission Scheduler Based on Human Body Movements for WBANsVinicius C. Ferreira, Débora C. Muchaluat-Saade, Célio Albuquerque. 315-320 [doi]
• A Machine Learning Early Warning System: Multicenter Validation in Brazilian HospitalsJhonatan Kobylarz Ribeiro, Henrique D. P. dos Santos, Felipe Barletta, Mateus Cichelero da Silva, Renata Vieira, Hugo M. P. Morales, Cristian da Costa Rocha. 321-326 [doi]
• Optimal Spectral Bands for Instrument Detection in Microscope-Assisted SurgerySami Puustinen, Jani Koskinen, Hana Vrzakova, Piotr Bartczak, Ahmed Hussein, Samu Lehtonen, Antti-Pekka Elomaa. 327-331 [doi]
• InTracker: An Integrated Detector-Tracker Framework for Cell Detection and TrackingPeixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng 0006, Pengfei Gu, Danny Ziyi Chen. 332-337 [doi]
• Improved Deep Learning Classification of Human Sleep StagesSarun Paisarnsrisomsuk, Carolina Ruiz, Sergio A. Alvarez. 338-343 [doi]
• Nano Currents and the Beginning of Renal Damage: A Theoretical ModelHuber Nieto-Chaupis. 344-349 [doi]
• Real-Time Detection of Glomeruli in Renal PathologyRobin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier. 350-355 [doi]
• Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting TelemedicineMirela T. Cazzolato, Jonathan S. Ramos, Lucas S. Rodrigues, Lucas C. Scabora, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Paulo Mazzoncini de Azevedo Marques, Caetano Traina, Agma J. M. Traina. 356-361 [doi]
• Mobile Supported Health Services: Experiences in Orthopaedic CareGeremy Farr-Wharton, Jane Li, M. Sazzad Hussain, Jill Freyne. 362-367 [doi]
• Towards Supporting Childhood Atopic Dermatitis Management: A User-Centered Design ApproachJee-Eun Kim, Jongin Lee, Healim Kwon, Masahiro Bessho, Ken Sakamura. 368-373 [doi]
• An Open Source Software Architecture and Ready-To-Use Components for Health IoTPaulo E. S. Barbosa, Alex Figueiredo, Sabrina Souto, Eugenio Gaeta, Eriko Araujo, Tiago Teixeira. 374-379 [doi]
• Application of TPRMine Method for Identification of Temporal Changes on Patients with COPD: A Case Study in TelehealthCatherine Inibhunu, Carolyn McGregor. 380-383 [doi]
• A Virtual Assistant for Cybersickness CareRola Harmouche, Aidan Lochbihler, Francis Thibault, Gino De Luca, Catherine Proulx, Jordan Hovdebo. 384-387 [doi]
• An m-Health Application for Remote Monitoring of People with Bipolar Disorder through Digital Phenotyping and Smartphone DependencyAbel González Mondéjar, Greis Francy M. Silva-Calpa, Alberto Barbosa Raposo, Daniel C. Mograbi. 388-391 [doi]
• TremorTrack: A Privacy-Aware Solution for Monitoring Parkinsonian and Essential TremorsChristopher Bartlett, Joseph Miles, Nafees Qamar, Lazaro Martinez, Dominick Manno. 392-396 [doi]
• Obstructive Sleep Apnea Compliance: Modeling Home Care Patient ProfilesJensen Selwyn Joymangul, Aicha Sekhari, Néjib Moalla, Olivier Grasset. 397-402 [doi]
• Towards The Use of Smart Home Sensor Networks to Generate Predictive Activity ModelsKarl A. Morris, Tania Giovannetti, Sarah M. Lehman. 403-408 [doi]
• The OCARIoT Data Acquisition AppPaulo Barbosa, Douglas Santos, Caio Lucena, Leire Bastida, José Fernando Ferreira, Gloria Cea. 409-414 [doi]
• Improving Data Quality in Medical Research: A Monitoring Architecture for Clinical and Translational Data WarehousesHelmut Spengler, Ingrid Gatz, Florian Kohlmayer, Klaus A. Kuhn, Fabian Prasser. 415-420 [doi]
• Mobile-Augmented Smart Queue Management System for HospitalsSumit Soman, Sudeep Rai, Priyesh Ranjan, Amarjeet Singh Cheema, Praveen K. Srivastava. 421-426 [doi]
• Mobile Health App Database - A Repository for Quality Ratings of mHealth AppsMichael Stach, Robin Kraft, Thomas Probst, Eva-Maria Messner, Yannik Terhorst, Harald Baumeister, Marc Schickler, Manfred Reichert, Lasse Bosse Sander, Rüdiger Pryss. 427-432 [doi]
• The Benefits of Graph Databases for the Computation of Clinical Quality MeasuresJuan F. Arias. 433-436 [doi]
• Using PAPAYA for eHealth - Use Case Analysis and RequirementsAla Sarah Alaqra, Eleonora Ciceri, Simone Fischer-Hübner, Bridget Kane, Marco Mosconi, Sauro Vicini. 437-442 [doi]
• Wearable Devices and Measurement Data: An Empirical Study on eHealth and Data SharingAla Sarah Alaqra, Bridget Kane. 443-448 [doi]
• Protecting Electronic Health Records in Transit and at RestDenis A. Ulybyshev, Christian Bare, Kristen Bellisario, Vadim Kholodilo, Bradley Northern, Abhijeet Solanki, Timothy O'Donnell. 449-452 [doi]
• Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart DiseaseJunghoon Chae, Byung-Hoon Park, Makoto L. Jones, Merry Ward, Jonathan R. Nebeker. 453-456 [doi]
• PRINCESS: Prediction of Individual Breast Cancer Evolution to Surgical SizeCristian Axenie, Daria Kurz. 457-462 [doi]
• BreastNet: Breast Cancer Categorization Using Convolutional Neural NetworksClaudio Filipi Goncalves dos Santos, Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, João Paulo Papa. 463-468 [doi]
• A Computational Method for Breast Abnormality Detection Using ThermographsLincoln F. Silva, Flávio Luiz Seixas, Cristina A. P. Fontes, Débora C. Muchaluat-Saade, Aura Conci. 469-474 [doi]
• Transfer Learning and Fine Tuning in Mammogram BI-RADS ClassificationLenin G. Falconí, María G. Pérez, Wilbert G. Aguilar, Aura Conci. 475-480 [doi]
• Nanodevices Based on Quantum Mechanics and Classsical Electrodynamics as Vascular Endothelial Growth Blockers to Detain AngiogenesisHuber Nieto-Chaupis. 481-485 [doi]
• Radiomics-Based Non-Invasive Lymph Node Metastases Prediction in Breast CancerErmanno Cordelli, Rosa Sicilia, Domiziana Santucci, Carlo de Felice, Carlo Cosimo Quattrocchi, Bruno Beomonte Zobel, Giulio Iannello, Paolo Soda. 486-491 [doi]
• Lung Cancer Diagnosis Extraction from Clinical Notes Written in SpanishOswaldo Solarte Pabón, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas, Juan Manuel Tuñas. 492-497 [doi]
• O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer DetectionLeandro A. Passos, Danilo Jodas, Luiz Carlos Felix Ribeiro, Thierry Pinheiro Moreira, João Paulo Papa. 498-503 [doi]
• DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma DetectionJosé F. Rodrigues Jr., Bruno Brandoli, Sihem Amer-Yahia. 504-509 [doi]
• Cyber Autopsies: The Integration of Digital Forensics into Medical ContextsGeorge Grispos, Kiran Bastola. 510-513 [doi]
• Cross-Population Train/Test Deep Learning Model: Abnormality Screening in Chest X-RaysDipayan Das 0004, K. C. Santosh, Umapada Pal 0001. 514-519 [doi]
• Improved Skin Disease Classification Using Generative Adversarial NetworkBisakh Mondal, Nibaran Das, K. C. Santosh, Mita Nasipuri. 520-525 [doi]
• OCTx: Ensembled Deep Learning Model to Detect Retinal DisordersDipam Paul, Alankrita Tewari, Sourodip Ghosh, K. C. Santosh. 526-531 [doi]
• Ensemble Learning Based on Convolutional Neural Networks for the Classification of Retinal Diseases from Optical Coherence Tomography ImagesJongwoo Kim, Loc Q. Tran. 532-537 [doi]
• Deep Neural Network for Foreign Object Detection in Chest X-RaysK. C. Santosh, Mrinal K. Dhar, Ramina Rajbhandari, Amul Neupane. 538-541 [doi]
• A New Strategy for the Detection of Diabetic Retinopathy using a Smartphone App and Machine Learning Methods Embedded on Cloud ComputerShara Shami Araújo Alves, Alexis Galeno Matos, Jefferson Silva Almeida, Cilis Aragao Benevides, Caio Cesar Henrique Cunha, Rhuan Victor Crescencio Santiago, Renato Francisco Pereira, Pedro Pedrosa Rebouças Filho. 542-545 [doi]
• A Deep Profiling and Visualization Framework to Audit Clinical Assessment VariationAndrew Wen, Feichen Shen, Sungrim Moon, Hongfang Liu, Jungwei Fan. 546-551 [doi]
• A Novel Approach on Segmentation of AgNOR-Stained Cytology Images Using Deep LearningJoão Gustavo Atkinson Amorim, Luiz Antonio Buschetto Macarini, André Victória Matias, Allan Cerentini, Fabiana Botelho de Miranda Onofre, Alexandre Sherlley Casimiro Onofre, Aldo von Wangenheim. 552-557 [doi]
• DoubleU-Net: A Deep Convolutional Neural Network for Medical Image SegmentationDebesh Jha, Michael A. Riegler, Dag Johansen, Pål Halvorsen, Håvard D. Johansen. 558-564 [doi]
• Pixel-Based Tool Segmentation in Cataract Surgery Videos with Mask R-CNNMarkus Fox, Mario Taschwer, Klaus Schoeffmann. 565-568 [doi]
• Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural NetworkJosé F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia. 569-572 [doi]
• Deep Learning-Based Estimation of Non-Specific Uptake in Amyloid-PET Images from Structural MRI for Improved Quantification of Amyloid Load in Alzheimer's DiseaseHaohui Liu, Ying-Hwey Nai, Christopher Chen, Anthonin Reilhac. 573-578 [doi]
• Deep Learning Architectures for Medical Image SegmentationSudha Subramaniam, K. B. Jayanthi, Rajasekaran C., Ramani Kuchelar. 579-584 [doi]
• Automatic Primary Gross Tumor Volume Segmentation for Nasopharyngeal Carcinoma using ResSE-UNetZhihao Jin, Xuechen Li, LinLin Shen, Jinyi Lang, Jie Li, Junxiang Wu, Peng Xu, Jiang Duan. 585-590 [doi]
• Inter-Center Cross-Validation and Finetuning without Patient Data Sharing for Predicting Transcatheter Aortic Valve Implantation OutcomeRicardo R. Lopes, Marco Mamprin, Jo M. Zelis, Pim A. L. Tonino, Martijn S. van Mourik, Marije M. Vis, Sveta Zinger, Bas A. J. M. de Mol, Peter H. N. de With, Henk A. Marquering. 591-596 [doi]
• Augmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction TechniquesAlexander Ylnner Choquenaira Florez, Lucas C. Scabora, Sihem Amer-Yahia, José Fernando Rodrigues Junior. 597-602 [doi]
• An Approach to BI-RADS Uncertainty Levels Classification Via Deep Learning with Transfer Learning TechniqueAldísio Gonçalves Medeiros, Elene F. Ohata, Francisco H. S. Silva, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho. 603-608 [doi]