| 2022 | 35th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2022, Shenzen, China, July 21-23, 2022 Linlin Shen, Alejandro Rodríguez González, KC Santosh, Zhihui Lai, Rosa Sicilia, João Rafael Almeida, Bridget Kane |
| 2022 | A Drug Repositioning Approach Using Drug and Disease Features. Jialan Tang, Baiying Lei, Weilin Chen |
| 2022 | A YOLO-based Object Simplification Approach for Visual Prostheses. Reham H. Elnabawy, Slim Abdennadher, Olaf Hellwich, Seif Eldawlatly |
| 2022 | A goal-driven approach for clinical decision conflict detection and its application to the treatment of multimorbidity. Yunlong Ye, Liang Xiao |
| 2022 | A novel CNN model with dense connectivity and attention mechanism for arrhythmia classification. Qin Zhan, Peilin Li, Yongle Wu, Jingchun Huang, Xunde Dong |
| 2022 | A secure architecture for exploring patient-level databases from distributed institutions. João Rafael Almeida, João Paulo Barraca, José Luís Oliveira |
| 2022 | Aerobic Exercise System for Home Telerehabilitation. Aref Smiley, Joseph Finkelstein |
| 2022 | Analysing Out-patient Demand and Forecasting Theatre Requirements in a Teaching Hospital. Ian Darbey, Bridget Kane |
| 2022 | Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning. Jonathan 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 |
| 2022 | Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images. Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça |
| 2022 | Automatic Detection of Prostate Cancer Systemic Lesions Based on Deep Learning and Shaonan Zhong, Yuxuan Wu, Zhantao Liu, Zhaohong Pan, Bingsheng Huang, Qinqin Yang |
| 2022 | Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network. Nikhil Kumar Tomar, Abhishek Srivastava, Ulas Bagci, Debesh Jha |
| 2022 | Breast Cancer Diagnosis from Histopathology Images using Supervised Algorithms. Alberto Labrada, Buket D. Barkana |
| 2022 | Breast Lesions Segmentation using Dual-level UNet (DL-UNet). Yanjiao Zhao, Zhihui Lai, Linlin Shen, Heng Kong |
| 2022 | CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared images. Caroline Barcelos Gonçalves, Jefferson R. Souza, Henrique C. Fernandes |
| 2022 | Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data. Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke |
| 2022 | Combining heterogeneous patient-level data into tranSMART to support multicentre studies. João Rafael Almeida, Luís Bastião Silva, Alejandro Pazos, José Luís Oliveira |
| 2022 | Contrastive learning-based Adenoid Hypertrophy Grading Network Using Nasoendoscopic Image. Siting Zheng, Xuechen Li, Mingmin Bi, Yuxuan Wang, Haiyan Liu, Xiaoshan Feng, Yunping Fan, Linlin Shen |
| 2022 | ConvNet and machine learning models with feature engineering using motor activity data for schizophrenia classification. Fellipe Paes Ferreira, Aengus Daly |
| 2022 | Data Augmentation Methods For Object Detection and Segmentation In Ultrasound Scans: An Empirical Comparative Study. Sachintha R. Brandigampala, Abdullah F. Al-Battal, Truong Q. Nguyen |
| 2022 | Deep Learning Based Multi-Label Prediction of Hospitalization for COVID-19 Cases. Carson K. Leung, Thanh Huy Daniel Mai, Nguyen Duy Thong Jase Tran |
| 2022 | Deep Log-Normal Label Distribution Learning for Pneumoconiosis Staging on Chest Radiographs. Wenjian Sun, Dongsheng Wu, Yang Luo, Lu Liu, Hongjing Zhang, Shuang Wu, Yan Zhang, Chenglong Wang, Houjun Zheng, Jiang Shen, Chunbo Luo |
| 2022 | Deep Model for Anticancer Drug Response through Genomic Profiles and Compound Structures. Filipa G. Carvalho, Maryam Abbasi, Bernardete Ribeiro, Joel P. Arrais |
| 2022 | Deep learning to extract Breast Cancer diagnosis concepts. Oswaldo Solarte Pabón, Maria Torrente, Alvaro Garcia-Barragán, Mariano Provencio, Ernestina Menasalvas, Victor Robles |
| 2022 | Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble. Elineide Silva Dos Santos, Francisco Santos, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares, Rodrigo Veras |
| 2022 | Drug repositioning with gender perspective focused on Adverse Drug Reactions. Belén Otero-Carrasco, Aurora Pérez-Pérez, Ernestina Menasalvas Ruiz, Juan Pedro Caraça-Valente Hernández, Lucía Prieto Santamaría, Alejandro Rodríguez González |
| 2022 | Dual Fusion Mass Detector for Mammogram Mass Detection. Shuo Liu, Zhihui Lai, Heng Kong, Linlin Shen |
| 2022 | ECG heartbeat classification based on combined features extracted by PCA, KPCA, AKPCA and DWT. Junhao Zhu, Yi Zeng, Jianheng Zhou, Xunde Dong |
| 2022 | End-to-End Multi-task Learning Regression Network for Fovea Localization in Fundus Images. Limin Huang, Haijun Lei, Weixin Liu, Zhen Li, Hai Xie, Baiying Lei |
| 2022 | Ensemble Framework for Unsupervised Cervical Cell Segmentation. Agnimitra Sen, Shyamali Mitra, Sukanta Chakraborty, Debashri Mondal, KC Santosh, Nibaran Das |
| 2022 | Estimating Predictive Uncertainty in Gastrointestinal Polyp Segmentation. Felicia Ly Jacobsen, Steven Alexander Hicks, Pål Halvorsen, Michael A. Riegler |
| 2022 | Ethically Informed Software Process for Smart Health Home. Xiang Zhang, Matthew Pike, Nasser Mustafa, Vladimir Brusic |
| 2022 | Evaluation of Relevance-Driven Compression of Regular Cataract Surgery Videos. Natalia Mathá, Klaus Schoeffmann, Stephanie Sarny, Doris Putzgruber-Adamitsch, Yosuf El-Shabrawi |
| 2022 | Experiences in Development and Support of a Multi-technology Skin Conditions Clinical Trial Platform. Richard O. Sinnott, William Hu |
| 2022 | Explanations of Deep Networks on EEG Data via Interpretable Approaches. Chen Cui, Ying Zhang, Shenghua Zhong |
| 2022 | Exploiting AI to make insulin pens smart: injection site recognition and lipodystrophy detection. Elisabetta Torre, Luisa Francini, Ermanno Cordelli, Rosa Sicilia, Silvia Manfrini, Vincenzo Piemonte, Paolo Soda |
| 2022 | Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiography. Mahbub Ul Alam, Jón Rúnar Baldvinsson, Yuxia Wang |
| 2022 | FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction. Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou |
| 2022 | Facial Pore Segmentation Algorithm using Shallow CNN. Sunyong Seo, Sangwook Yoo, Semin Kim, Daeun Yoon, Jongha Lee |
| 2022 | Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicine. Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani |
| 2022 | Fine-grained Encryption for Secure Research Data Sharing. Lúcio Henrik A. Reis, Marcela T. de Oliveira, Sílvia D. Olabarriaga |
| 2022 | Focal Loss Improves Performance of High-Sensitivity C-Reactive Protein Imbalanced Classification. Ryan Sledzik, Mahdieh Zabihimayvan |
| 2022 | Generative Adversarial Networks for Augmenting EEG Data in P300-based Applications: A Comparative Study. Yasmin Abdelghaffar, Ahmed Hashem, Seif Eldawlatly |
| 2022 | Generic Concept for Integrating Voice Assistance Into Smart Therapeutic Interventions. Jens Scheible, Fabian Hofmann, Manfred Reichert, Rüdiger Pryss, Marc Schickler |
| 2022 | Graph-based Regional Feature Enhancing for Abdominal Multi-Organ Segmentation in CT. Zefan Yang, Yi Wang |
| 2022 | Hyperparameter for Deep Learning Applied in Mammogram Image Classification. Juliana Wolf Pereira, Marcela Xavier Ribeiro |
| 2022 | Integrating Residual, Dense, and Inception Blocks into the nnUNet. Niccolò McConnell, Alina Dana Miron, Zidong Wang, Yongmin Li |
| 2022 | Integrating with Segmentation by Using Multi-Task Learning Improves Classification Performance in Medical Image Analysis. Yi Li, Yuanyuan Zhao, Mingyu Wang, Fei Li, Jia Chen, Yanji Luo, Shi-Ting Feng, Xiaoyi Lin, Bingsheng Huang |
| 2022 | Investigating the Effectiveness of Color Coding in Multimodal Medical Imaging. Giuseppe Placidi, Giovanna Castellano, Filippo Mignosi, Matteo Polsinelli, Gennaro Vessio |
| 2022 | Learning Pre- and Post-contrast Representation for Breast Cancer Segmentation in DCE-MRI. Hong Wu, Yingwen Huo, Yupeng Pan, Zeyan Xu, Rian Huang, Yu Xie, Chu Han, Zaiyi Liu, Yi Wang |
| 2022 | Left and Right Ventricular Segmentation Based on 3D Region-Aware U-Net. Xiaoting Huang, Wenjie Chen, Xueting Liu, Huisi Wu, Zhenkun Wen, Linlin Shen |
| 2022 | Leveraging Clinical BERT in Multimodal Mortality Prediction Models for COVID-19. Yash Pawar, Aron Henriksson, Pontus Hedberg, Pontus Nauclér |
| 2022 | MRI Quality Control Algorithm Based on Image Analysis Using Convolutional and Recurrent Neural Networks. Grigorii Shoroshov, Olga V. Senyukova, Dmitry Semenov, Daria Sharova |
| 2022 | MRI-guided Automated Delineation of Gross Tumor Volume for Nasopharyngeal Carcinoma using Deep Learning. Meiyan Yue, Zhenhui Dai, Jiahui He, Yaoqin Xie, Nazar Zaki, Wenjian Qin |
| 2022 | Magnitude-image based data-consistent deep learning method for MRI super resolution. Ziyan Lin, Zihao Chen |
| 2022 | Measuring the Left Ventricular Ejection Fraction using Geometric Features. Athanasios Lagopoulos, Dimitrios Hristu-Varsakelis |
| 2022 | MobApp4InfectiousDisease: Classify COVID-19, Pneumonia, and Tuberculosis. Md. Kawsher Mahbub, Md. Zakir Hossain Zamil, Md. Abdul Mozid Miah, Partho Ghose, Milon Biswas, KC Santosh |
| 2022 | Online reconstruction of fast dynamic MR imaging using deep low-rank plus sparse network. Che Wang, Sen Jia, Zhonghong Yan, Yijia Zheng, Shaonan Liu, Haifeng Wang, Dong Liang, Yanjie Zhu |
| 2022 | Optimizing Nozzle Travel Time in Proton Therapy. Matteo 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 |
| 2022 | Optimum Thresholding for Medical Brain Images Based on Tsallis Entropy and Bayesian Estimation. Sijin Luo, Zhehao Luo, Zhiyong Zhan, Guoyuan Liang |
| 2022 | Patient identification methods based on medical imagery and their impact on patient privacy and open medical data. Laura Carolina Martínez Esmeral, Andreas Uhl |
| 2022 | Penalized Entropy: a novel loss function for uncertainty estimation and optimization in medical image classification. Dehua Feng, Xi Chen, Xiaoyu Wang, Jiahuan Lv, Ling Bai, Shu Zhang, Zhiguo Zhou |
| 2022 | Policy-Based Diabetes Detection using Formal Runtime Verification Monitors. Abhinandan Panda, Srinivas Pinisetty, Partha S. Roop |
| 2022 | PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps. Jan Andre Fagereng, Vajira Thambawita, Andrea M. Storås, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler |
| 2022 | Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine Learning. Andrea M. Storås, Anders Åsberg, Pål Halvorsen, Michael A. Riegler, Inga Strümke |
| 2022 | Predicting the Onset of Delirium on Hourly Basis in an Intensive Care Unit Following Cardiac Surgery. Linda Lapp, Marc Roper, Kimberley Kavanagh, Stefan Schraag |
| 2022 | Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth data. Miro Schleicher, Sebastian Hamacher, Mats Naujoks, Kolja Günther, Timo Schmidt, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2022 | REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data. Adrián Ayuso Muñoz, Esther Ugarte Carro, Lucía Prieto Santamaría, Belén Otero-Carrasco, Ernestina Menasalvas Ruiz, Yuliana Pérez-Gallardo, Alejandro Rodríguez González |
| 2022 | Semi-automatic Labeling and Training Strategy for Deep Learning-based Facial Wrinkle Detection. Semin Kim, Huisu Yoon, Jongha Lee, Sangwook Yoo |
| 2022 | Study of Vocal Muscle Strain with Skin Deformation Tracking System. Steven Hogue, Adrianna C. Shembel, Xiaohu Guo |
| 2022 | Subgroup Discovery Analysis of Treatment Patterns in Lung Cancer Patients. Daniel Gómez-Bravo, Aaron García, Guillermo Vigueras, Belén Ríos-Sánchez, Belén Otero, Roberto Hernández López, María Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González |
| 2022 | TSEUnet: A 3D neural network with fused Transformer and SE-Attention for brain tumor segmentation. Yanmei Chen, Jiajun Wang |
| 2022 | TcT: Temporal and channel Transformer for EEG-based Emotion Recognition. Yanling Liu, Yueying Zhou, Daoqiang Zhang |
| 2022 | Textural features for automatic detection and categorisation of pneumonia in chest X-ray images. César Antonio Ortiz Toro, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín |
| 2022 | The Impact of General Data Protection Regulation on the Australasian Type-1 Diabetes Platform. Zhe Wang, Anthony Stell, Richard O. Sinnott, Addn Study Group |
| 2022 | The value of compression for taxonomic identification. Jorge Miguel Silva, João Rafael Almeida |
| 2022 | Touchless Authentication for Health Professionals: Analyzing the Risks and Proposing Alternatives to Dirty Interfaces. Chiarelli Araújo Vale, Frederico Schardong, Maurício de Vasconcelos Barros, Ricardo Custódio |
| 2022 | Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI Database. Sami Puustinen, Joni Hyttinen, Gemal Hisuin, Hana Vrzakova, Antti Huotarinen, Pauli Fält, Markku Hauta-Kasari, Arto Immonen, Timo Koivisto, Juha E. Jääskeläinen, Antti-Pekka Elomaa |
| 2022 | Towards Evidence-based Argumentation Graph for Clinical Decision Support. Liang Xiao |
| 2022 | Ultrasonic Carotid Blood Flow Velocimetry Based on Deep Complex Neural Network. Jian Lei, Xun Lang, Bingbing He, Songhua Liu, Hao Tan, Yufeng Zhang |
| 2022 | Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network. Abhishek Srivastava, Nikhil Kumar Tomar, Ulas Bagci, Debesh Jha |
| 2022 | Visualising Time-evolving Semantic Biomedical Data. Arnaldo Pereira, João Rafael Almeida, Rui Pedro Lopes, José Luís Oliveira |
| 2022 | Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures. Marcos V. N. Bedo, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina, Marcello H. Nogueira-Barbosa, Paulo M. Azevedo-Marques |