| 2022 | Estimating Predictive Uncertainty in Gastrointestinal Polyp Segmentation. | Felicia Ly Jacobsen, Steven Alexander Hicks, Pl Halvorsen, Michael A. Riegler |
| 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 | 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 | Study of Vocal Muscle Strain with Skin Deformation Tracking System. | Steven Hogue, Adrianna C. Shembel, Xiaohu Guo |
| 2022 | CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared images. | Caroline Barcelos Gonalves, Jefferson R. Souza, Henrique C. Fernandes |
| 2022 | Subgroup Discovery Analysis of Treatment Patterns in Lung Cancer Patients. | Daniel Gmez-Bravo, Aaron Garca, Guillermo Vigueras, Beln Ros-Snchez, Beln Otero, Roberto Hernndez Lpez, Mara Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodrguez Gonzlez |
| 2022 | ConvNet and machine learning models with feature engineering using motor activity data for schizophrenia classification. | Fellipe Paes Ferreira, Aengus Daly |
| 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 | PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps. | Jan Andre Fagereng, Vajira Thambawita, Andrea M. Stors, Sravanthi Parasa, Thomas de Lange, Pl Halvorsen, Michael A. Riegler |
| 2022 | Patient identification methods based on medical imagery and their impact on patient privacy and open medical data. | Laura Carolina Martnez Esmeral, Andreas Uhl |
| 2022 | A YOLO-based Object Simplification Approach for Visual Prostheses. | Reham H. Elnabawy, Slim Abdennadher, Olaf Hellwich, Seif Eldawlatly |
| 2022 | Analysing Out-patient Demand and Forecasting Theatre Requirements in a Teaching Hospital. | Ian Darbey, Bridget Kane |
| 2022 | Explanations of Deep Networks on EEG Data via Interpretable Approaches. | Chen Cui, Ying Zhang, Shenghua Zhong |
| 2022 | TSEUnet: A 3D neural network with fused Transformer and SE-Attention for brain tumor segmentation. | Yanmei Chen, Jiajun Wang |
| 2022 | Deep Model for Anticancer Drug Response through Genomic Profiles and Compound Structures. | Filipa G. Carvalho, Maryam Abbasi, Bernardete Ribeiro, Joel P. Arrais |
| 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 | 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 |
| 2022 | Combining heterogeneous patient-level data into tranSMART to support multicentre studies. | Joo Rafael Almeida, Lus Bastio Silva, Alejandro Pazos, Jos Lus Oliveira |
| 2022 | A secure architecture for exploring patient-level databases from distributed institutions. | Joo Rafael Almeida, Joo Paulo Barraca, Jos Lus Oliveira |
| 2022 | Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiography. | Mahbub Ul Alam, Jn Rnar Baldvinsson, Yuxia Wang |
| 2022 | Generative Adversarial Networks for Augmenting EEG Data in P300-based Applications: A Comparative Study. | Yasmin Abdelghaffar, Ahmed Hashem, Seif Eldawlatly |
| 2021 | Classification and Localization Consistency Regularized Student-Teacher Network for Semi-supervised Cervical Cell Detection. | Menglu Zhang, Xuechen Li, Linlin Shen |
| 2021 | Explainable AI for COVID-19 CT Classifiers: An Initial Comparison Study. | Qinghao Ye, Jun Xia, Guang Yang |
| 2021 | Convolutional Autoencoder based Deep Learning Approach for Alzheimer's Disease Diagnosis using Brain MRI. | Ekin Yagis, Alba Garcia Seco de Herrera, Luca Citi |
| 2021 | A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. | Zhiyun Xue, Peng Guo, Kanan T. Desai, Anabik Pal, Kayode O. Ajenifuja, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani |