CBMS - RankMe – RankMe

112 papers

Year	Title / Authors
2020	33rd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2020, Rochester, MN, USA, July 28-30, 2020 Alba García Seco de Herrera, Alejandro Rodríguez González, KC Santosh, Zelalem Temesgen, Bridget Kane, Paolo Soda
2020	3D Convolutional Neural Networks for Diagnosis of Alzheimer's Disease via Structural MRI. Ekin Yagis, Luca Citi, Stefano Diciotti, Chiara Marzi, Selamawet Workalemahu Atnafu, Alba Garcia Seco de Herrera
2020	A Clustering Framework for Patient Phenotyping with Application to Adverse Drug Events. Maria Bampa, Panagiotis Papapetrou, Jaakko Hollmén
2020	A Coarse-to-Fine Data Generation Method for 2D and 3D Cell Nucleus Segmentation. Zhuo Zhao, Hongxiao Wang, Yizhe Zhang, Hao Zheng, Siyuan Zhang, Danny Ziyi Chen
2020	A Computational Method for Breast Abnormality Detection Using Thermographs. Lincoln F. Silva, Flávio Luiz Seixas, Cristina A. P. Fontes, Débora C. Muchaluat-Saade, Aura Conci
2020	A Data-Driven Approach for Analyzing Healthcare Services Extracted from Clinical Records. Manuel Scurti, Ernestina Menasalvas Ruiz, Maria-Esther Vidal, Maria Torrente, Dimitrios Vogiatzis, George Paliouras, Mariano Provencio, Alejandro Rodríguez González
2020	A Deep Profiling and Visualization Framework to Audit Clinical Assessment Variation. Andrew Wen, Feichen Shen, Sungrim Moon, Hongfang Liu, Jungwei Fan
2020	A Gamification-Based Framework for mHealth Developers in the Context of Self-Care. Luma Wanderley de Oliveira, Sérgio Teixeira de Carvalho
2020	A HW/SW System to Detect Druses in Retinal Fundus Image for the Diagnostic of Age Related Macular Degeneration. Matheus Monteiro, Adriano Sarmento
2020	A Machine Learning Early Warning System: Multicenter Validation in Brazilian Hospitals. Jhonatan Kobylarz Ribeiro, Henrique D. P. dos Santos, Felipe Barletta, Mateus Cichelero da Silva, Renata Vieira, Hugo M. P. Morales, Cristian da Costa Rocha
2020	A New Strategy for the Detection of Diabetic Retinopathy using a Smartphone App and Machine Learning Methods Embedded on Cloud Computer. Shara 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
2020	A Novel Approach on Segmentation of AgNOR-Stained Cytology Images Using Deep Learning. João Gustavo Atkinson Amorim, Luiz Antonio Buschetto Macarini, André Victória Matias, Allan Cerentini, Fabiana Botelho de Miranda Onofre, Alexandre Sherlley Casimiro Onofre, Aldo von Wangenheim
2020	A Recommender System to Help Discovering Cohorts in Rare Diseases. João Rafael Almeida, Eriksson J. Melicio Monteiro, Luís A. Bastião Silva, Alejandro Pazos Sierra, José Luís Oliveira
2020	A Virtual Assistant for Cybersickness Care. Rola Harmouche, Aidan Lochbihler, Francis Thibault, Gino De Luca, Catherine Proulx, Jordan Hovdebo
2020	Accurate Chronic Wound Area Measurement using Structure from Motion. Fellipe M. C. Barbosa, Bruno M. Carvalho, Rafael Beserra Gomes
2020	Adaptation of IDPT System Based on Patient-Authored Text Data using NLP. Suresh Kumar Mukhiya, Usman Ahmed, Fazle Rabbi, Ka I Pun, Yngve Lamo
2020	An Approach to BI-RADS Uncertainty Levels Classification Via Deep Learning with Transfer Learning Technique. Aldísio Gonçalves Medeiros, Elene F. Ohata, Francisco H. S. Silva, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho
2020	An Online Learning Approach for Dengue Fever Classification. Siddharth Srivastava, Sumit Soman, Astha Rai, Amarjeet Singh Cheema
2020	An Open Source Software Architecture and Ready-To-Use Components for Health IoT. Paulo E. S. Barbosa, Alex Figueiredo, Sabrina Souto, Eugenio Gaeta, Eriko Araujo, Tiago Teixeira
2020	An m-Health Application for Remote Monitoring of People with Bipolar Disorder through Digital Phenotyping and Smartphone Dependency. Abel González Mondéjar, Greis Francy M. Silva-Calpa, Alberto Barbosa Raposo, Daniel C. Mograbi
2020	Analysis of New Nosological Models from Disease Similarities using Clustering. Lucía Prieto Santamaría, Eduardo P. García del Valle, Gerardo Lagunes García, Massimiliano Zanin, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz, Yuliana Pérez-Gallardo, Gandhi Hernández-Chan
2020	Application of TPRMine Method for Identification of Temporal Changes on Patients with COPD: A Case Study in Telehealth. Catherine Inibhunu, Carolyn McGregor
2020	Assessment of Medical Reports Uncertainty through Topic Modeling and Machine Learning. Mengyuan Shang, Jacob Furst, Daniela Stan Raicu
2020	Augmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction Techniques. Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Sihem Amer-Yahia, José Fernando Rodrigues Júnior
2020	Automatic Primary Gross Tumor Volume Segmentation for Nasopharyngeal Carcinoma using ResSE-UNet. Zhihao Jin, Xuechen Li, Linlin Shen, Jinyi Lang, Jie Li, Junxiang Wu, Peng Xu, Jiang Duan
2020	B-Move: A Transmission Scheduler Based on Human Body Movements for WBANs. Vinicius C. Ferreira, Débora C. Muchaluat-Saade, Célio Albuquerque
2020	Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP. José Maria Clementino, Christian C. Bones, Bruno S. Faiçal, Oscar A. C. Linares, Daniel Mario de Lima, Marco A. Gutierrez, Caetano Traina, Agma J. M. Traina
2020	BreastNet: Breast Cancer Categorization Using Convolutional Neural Networks. Claudio Filipi Goncalves dos Santos, Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, João Paulo Papa
2020	Catchicken: A Serious Game Based on the Go/NoGo Task to Estimate Inattentiveness and Impulsivity Symptoms. Prasetia Utama Putra, Keisuke Shima, Koji Shimatani
2020	Characterizing Sub-Cohorts via Data Normalization and Representation Learning. Everett Neil Rush, Özgür Özmen, Kathryn Knight, Byung H. Park, Clifton Baker, Makoto Jones, Merry Ward, Jonathan R. Nebeker
2020	Classification of Electroencephalogram Signals for Detecting Predisposition to Alcoholism using Computer Vision and Transfer Learning. Francisco H. S. Silva, Aldísio Gonçalves Medeiros, Elene F. Ohata, Pedro Pedrosa Rebouças Filho
2020	Clinical Predictive Keyboard using Statistical and Neural Language Modeling. John Pavlopoulos, Panagiotis Papapetrou
2020	Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart Disease. Junghoon Chae, Byung H. Park, Makoto Jones, Merry Ward, Jonathan R. Nebeker
2020	Creating a Metamodel Based on Machine Learning to Identify the Sentiment of Vaccine and Disease-Related Messages in Twitter: the MAVIS Study. Alejandro Rodríguez González, Juan Manuel Tuñas, Diego Fernandez Peces-Barba, Ernestina Menasalvas Ruiz, Almudena Jaramillo, Manuel Cotarelo, Antonio Conejo, Amalia Arce, Angel Gil
2020	Cross-Population Train/Test Deep Learning Model: Abnormality Screening in Chest X-Rays. Dipayan Das, KC Santosh, Umapada Pal
2020	Cyber Autopsies: The Integration of Digital Forensics into Medical Contexts. George Grispos, Kiran Bastola
2020	Deep Learning Architectures for Medical Image Segmentation. Sudha Subramaniam, K. B. Jayanthi, C. Rajasekaran, Ramani Kuchelar
2020	Deep Learning-Based Estimation of Non-Specific Uptake in Amyloid-PET Images from Structural MRI for Improved Quantification of Amyloid Load in Alzheimer's Disease. Haohui Liu, Ying-Hwey Nai, Christopher Li Hsian Chen, Anthonin Reilhac
2020	Deep Neural Network for Foreign Object Detection in Chest X-Rays. KC Santosh, Mrinal K. Dhar, Ramina Rajbhandari, Amul Neupane
2020	DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection. José F. Rodrigues Jr., Bruno Brandoli, Sihem Amer-Yahia
2020	Detection of Muscle Fatigue by Fusion of Agonist and Synergistic Muscle sEMG Signals. Maoheng Li, Jinbao Li, Minglei Shu
2020	DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation. Debesh Jha, Michael A. Riegler, Dag Johansen, Pål Halvorsen, Håvard D. Johansen
2020	Efficient Segmentation of Cell Nuclei in Histopathological Images. Oscar Cuadros Linares, Aurea Soriano-Vargas, Bruno S. Faiçal, Bernd Hamann, Alexandre Todorovic Fabro, Agma J. M. Traina
2020	Enhancing Recall Using Data Cleaning for Biomedical Big Data. Priya Deshpande, Alexander Rasin, Roselyne Tchoua, Jacob Furst, Daniela Raicu, Sameer K. Antani
2020	Enrich Rare Disease Phenotypic Characterizations via a Graph Convolutional Network Based Recommendation System. Feichen Shen, Andrew Wen, Hongfang Liu
2020	Ensemble Learning Based on Convolutional Neural Networks for the Classification of Retinal Diseases from Optical Coherence Tomography Images. Jongwoo Kim, Loc Q. Tran
2020	Epileptic Seizure Prediction Based on Region Correlation of EEG Signal. Xuefei Liu, Jinbao Li, Minglei Shu
2020	Evaluating Local Interpretable Model-Agnostic Explanations on Clinical Machine Learning Classification Models. Nesaretnam Barr Kumarakulasinghe, Tobias Blomberg, Jintai Liu, Alexandra Saraiva Leao, Panagiotis Papapetrou
2020	Evaluation of Real-Time Remote 3D Rendering of Medical Images using GPUs. Edson A. G. Coutinho, Bruno M. Carvalho
2020	Event-Driven Framework for Detecting Unusual Patterns in AAL Environments. Lucas Larcher, Victor Ströele, Mario A. R. Dantas, Michael A. Bauer
2020	Exploring Hippocampal Asymmetrical Features from Magnetic Resonance Images for the Classification of Alzheimer's Disease. Italo Antonio Duarte de Oliveira, Katia Maria Poloni, Ricardo José Ferrari
2020	Exploring Visual Attention and Machine Learning in 3D Visualization of Medical Temporal Data. Leonardo Souza Silva, Renan Vinicius Aranha, Matheus Alberto de Oliveira Ribeiro, Luiz Ricardo Nakamura, Fátima L. S. Nunes Marques
2020	Fall Detection in Clinical Notes using Language Models and Token Classifier. Joaquim Santos, Henrique D. P. dos Santos, Renata Vieira
2020	Fully-Automated Analysis of Scoliosis from Spinal X-Ray Images. Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael Kai Tsun To, Zhen Qian, Demetri Terzopoulos
2020	Gamification of Balance Exercises with Intervention Techniques and Feedback System using Intervention, Motivation, and Game Design Analyses: A Pre-Clinical Study. Rosula S. J. Reyes, Jedd Emille Chua, Merce Tumibay
2020	Grading Quality of Color Retinal Images to Assist Fundus Camera Operators. Sangeeta Biswas, Johan Rohdin, Andrii Kavetskyi, Martin Drahanský
2020	Identification of Temporal Changes on Patients at Risk of LONS with TPRMine: A Case Study in NICU. Catherine Inibhunu, Carolyn McGregor
2020	Identifying Post-Traumatic Stress Symptoms Using Physiological Signals and Data Mining. Luiz 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
2020	Image Classification of Cyanobacteria Microcystis Aeruginosa in raw Water Samples in Curitiba's Region. Geisla de Albuquerque Melo, Antonio Carlos Sobieranski, Thelma Alvim Veiga Ludwig, Lucas Ferrari de Oliveira
2020	Improved Deep Learning Classification of Human Sleep Stages. Sarun Paisarnsrisomsuk, Carolina Ruiz, Sergio A. Alvarez
2020	Improved Skin Disease Classification Using Generative Adversarial Network. Bisakh Mondal, Nibaran Das, KC Santosh, Mita Nasipuri
2020	Improving Data Quality in Medical Research: A Monitoring Architecture for Clinical and Translational Data Warehouses. Helmut Spengler, Ingrid Gatz, Florian Kohlmayer, Klaus A. Kuhn, Fabian Prasser
2020	InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking. Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen
2020	Inter-Center Cross-Validation and Finetuning without Patient Data Sharing for Predicting Transcatheter Aortic Valve Implantation Outcome. Ricardo 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
2020	Intrinsic and Extrinsic Evaluation of the Quality of Biomedical Embeddings in Different Languages. Paula M. Franceschini, Henrique D. P. dos Santos, Renata Vieira
2020	Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network. José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
2020	Lung Cancer Diagnosis Extraction from Clinical Notes Written in Spanish. Oswaldo Solarte Pabón, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas, Juan Manuel Tuñas
2020	MATURE: Recommender System for MAndatory FeaTURE Choices. Ritu Shandilya, Sugam Sharma, Johnny Wong
2020	MCRB: A Multiclassifier Tool for Risk of Bias Assessment in a Systematic Review to Produce Health Evidence to Decision Making. Ramon Gonçalves Pereira, Giulia Zanon Castro, Pamela Azevedo, Lucas Tôrres, Isabella Zuppo, Túlio Rocha, Augusto Afonso Guerra Júnior
2020	Mental Health Ubiquitous Monitoring: Detecting Context-Enriched Sociability Patterns Through Complex Event Processing. Ivan Rodrigues de Moura, Francisco José da Silva e Silva, Luciano Reis Coutinho, Ariel Soares Teles
2020	Mining Disproportional Frequent Arrangements of Event Intervals for Investigating Adverse Drug Events. Zed Lee, Jonathan Rebane, Panagiotis Papapetrou
2020	Mobile Fluorescence Imaging and Protein Crystal Recognition. Truong X. Tran, Marc L. Pusey, Ramazan Savas Aygün
2020	Mobile Health App Database - A Repository for Quality Ratings of mHealth Apps. Michael Stach, Robin Kraft, Thomas Probst, Eva-Maria Messner, Yannik Terhorst, Harald Baumeister, Marc Schickler, Manfred Reichert, Lasse Bosse Sander, Rüdiger Pryss
2020	Mobile Supported Health Services: Experiences in Orthopaedic Care. Geremy Farr-Wharton, Jane Li, M. Sazzad Hussain, Jill Freyne
2020	Mobile-Augmented Smart Queue Management System for Hospitals. Sumit Soman, Sudeep Rai, Priyesh Ranjan, Amarjeet Singh Cheema, Praveen K. Srivastava
2020	Multi-language Concept Normalisation of Clinical Cohorts. João Rafael Almeida, José Luís Oliveira
2020	Nano Currents and the Beginning of Renal Damage: A Theoretical Model. Huber Nieto-Chaupis
2020	Nanodevices Based on Quantum Mechanics and Classsical Electrodynamics as Vascular Endothelial Growth Blockers to Detain Angiogenesis. Huber Nieto-Chaupis
2020	OCTx: Ensembled Deep Learning Model to Detect Retinal Disorders. Dipam Paul, Alankrita Tewari, Sourodip Ghosh, KC Santosh
2020	O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection. Leandro A. Passos, Danilo S. Jodas, Luiz Carlos Felix Ribeiro, Thierry Pinheiro Moreira, João Paulo Papa
2020	Obstructive Sleep Apnea Compliance: Modeling Home Care Patient Profiles. Jensen Selwyn Joymangul, Aicha Sekhari, Néjib Moalla, Olivier Grasset
2020	On Using Meta-Features to Learn Under Class Skew in Biomedical Domains. Rosa Sicilia, Ermanno Cordelli, Paolo Soda
2020	Ontology-Based Management of Cranial Computed Tomography Reports. Cassia Isac, José Viterbo, Aura Conci, Marcos Da Silveira
2020	Optimal Spectral Bands for Instrument Detection in Microscope-Assisted Surgery. Sami Puustinen, Jani Koskinen, Hana Vrzakova, Piotr Bartczak, Ahmed Hussein, Samu Lehtonen, Antti-Pekka Elomaa
2020	PRINCESS: Prediction of Individual Breast Cancer Evolution to Surgical Size. Cristian Axenie, Daria Kurz
2020	PROSISY: PRospective Stroke Identification SYstem Based on Cognitive Radio Theory and Machine Learning. Huber Nieto-Chaupis
2020	PSYKOSE: A Motor Activity Database of Patients with Schizophrenia. Petter 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
2020	Periodic Change Detection in Fetal Heart Rate Using Cardiotocograph. Sahana Das, Himadri Mukherjee, KC Santosh, Chanchal Kumar Saha, Kaushik Roy
2020	Pixel-Based Tool Segmentation in Cataract Surgery Videos with Mask R-CNN. Markus Fox, Mario Taschwer, Klaus Schoeffmann
2020	Protecting Electronic Health Records in Transit and at Rest. Denis A. Ulybyshev, Christian Bare, Kristen Bellisario, Vadim Kholodilo, Bradley Northern, Abhijeet Solanki, Timothy O'Donnell
2020	Radiomics-Based Non-Invasive Lymph Node Metastases Prediction in Breast Cancer. Ermanno Cordelli, Rosa Sicilia, Domiziana Santucci, Carlo de Felice, Carlo Cosimo Quattrocchi, Bruno Beomonte Zobel, Giulio Iannello, Paolo Soda
2020	Real-Time Detection of Glomeruli in Renal Pathology. Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
2020	Real-Time Feedback for Colonoscopy in a Multicenter Clinical Trial. Wallapak Tavanapong, Jung-Hwan Oh, Gavin Kijkul, Jacob Pratt, Johnny Wong, Piet C. de Groen
2020	Segmentation of Anterior Tissues in Craniofacial Cone-Beam CT Images. Dharitri Misra, Michael Gill, Janice S. Lee, Sameer K. Antani
2020	Segmentation, Detection and Classification of Cell Nuclei on Oral Cytology Samples Stained with Papanicolaou. André Victória Matias, Allan Cerentini, Luiz Antonio Buschetto Macarini, João Gustavo Atkinson Amorim, Felipe Perozzo Daltoé, Aldo von Wangenheim
2020	Semantic Features Aided Multi-scale Reconstruction of Inter-Modality Magnetic Resonance Images. Preethi Srinivasan, Prabhjot Kaur, Aditya Nigam, Arnav Bhavsar
2020	Semi-Automatic Ulcer Segmentation and Wound Area Measurement Supporting Telemedicine. Mirela T. Cazzolato, Jonathan S. Ramos, Lucas Santiago Rodrigues, Lucas C. Scabora, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Paulo Mazzoncini de Azevedo Marques, Caetano Traina, Agma J. M. Traina
2020	Sensory Effects in Cognitive Exercises for Elderly Users: Stroop Game. Gustavo de Paula, Pedro Valentim, Flávio Luiz Seixas, Rosimere Santana, Débora C. Muchaluat-Saade
2020	Subgrouping Rare Disease Patients Leveraging the Human Phenotype Ontology Embeddings. Feichen Shen, Andrew Wen, Hongfang Liu
2020	The Benefits of Graph Databases for the Computation of Clinical Quality Measures. Juan F. Arias
2020	The Feynman Propagator to Model Molecular Communications Between an Engineered Nanodevice and Beta Cells. Huber Nieto-Chaupis
2020	The OCARIoT Data Acquisition App. Paulo Barbosa, Douglas Santos, Caio Lucena, Leire Bastida, José Fernando Ferreira, Gloria Cea
2020	Time-Window SIQR Analysis of COVID-19 Outbreak and Containment Measures in Italy. Ermanno Cordelli, Matteo Tortora, Rosa Sicilia, Paolo Soda
2020	Towards Monitoring Patients with Alzheimer's Disease Activity using Distributed Tangible Tabletops and Dual Reality. Walid Merrad, Alexis Héloir, Christophe Kolski, Gloria Mark, Antonio Krüger
2020	Towards Supporting Childhood Atopic Dermatitis Management: A User-Centered Design Approach. Jee-Eun Kim, Jongin Lee, Healim Kwon, Masahiro Bessho, Ken Sakamura
2020	Towards The Use of Smart Home Sensor Networks to Generate Predictive Activity Models. Karl A. Morris, Tania Giovannetti, Sarah M. Lehman
2020	Transfer Learning and Fine Tuning in Mammogram BI-RADS Classification. Lenin G. Falconí, María G. Pérez, Wilbert G. Aguilar, Aura Conci
2020	TremorTrack: A Privacy-Aware Solution for Monitoring Parkinsonian and Essential Tremors. Christopher Bartlett, Joseph Miles, Nafees Qamar, Lazaro Martinez, Dominick Manno
2020	Using PAPAYA for eHealth - Use Case Analysis and Requirements. Ala Sarah Alaqra, Eleonora Ciceri, Simone Fischer-Hübner, Bridget Kane, Marco Mosconi, Sauro Vicini
2020	Utilizing Oncology-Related Social Media Content to Model Information-Seeking Behaviors Towards a Model of Shared Decision Making. Margeret Hall, Sharon Obasi, Dhundy Bastola
2020	Wearable Devices and Measurement Data: An Empirical Study on eHealth and Data Sharing. Ala Sarah Alaqra, Bridget Kane
2020	iASiS Open Data Graph: Automated Semantic Integration of Disease-Specific Knowledge. Anastasios Nentidis, Konstantinos Bougiatiotis, Anastasia Krithara, Georgios Paliouras