Papers
378 papers found
Domain Adaptation using Silver Standard Labels for Ki-67 Scoring in Digital Pathology A Step Closer to Widescale Deployment
Amanda Dy, Ngoc-Nhu Jennifer Nguyen, Seyed Hossein Mirjahanmardir et al.
Domain Adaptation using Silver Standard Masks for Lateral Ventricle Segmentation in FLAIR MRI
Owen Crystal, April Khademi, Alan R Moody et al.
DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue
Zhangxing Bian, Fangxu Xing, Jinglun Yu et al.
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI
Axel Elaldi, Guido Gerig, Neel Dey
Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI
Abdollah Ghazvanchahi, Pejman Jahbedar Maralani, Alan R. Moody et al.
Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling
Tin Vlas̆ić, Tomislav Matulić, Damir Sers̆ić
Evaluating Adversarial Robustness of Low dose CT Recovery
Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Hannah Dröge et al.
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis
Raghav Mehta, Changjian Shui, Tal Arbel
Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays
Rogier Van der Sluijs, Nandita Bhaskhar, Daniel Rubin et al.
Federated Cross Learning for Medical Image Segmentation
Xuanang Xu, Hannah H. Deng, Tianyi Chen et al.
Few Shot Hematopoietic Cell Classification
Vu Nguyen, Prantik Howlader, Le Hou et al.
FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays
Matthias Keicher, Kamilia Zaripova, Tobias Czempiel et al.
Frozen Language Model Helps ECG Zero-Shot Learning
Jun Li, Che Liu, Sibo Cheng et al.
FUSQA: Fetal Ultrasound Segmentation Quality Assessment
Sevim Cengiz, Ibrahim Almakky, Mohammad Yaqub
Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology Screening
Cosmin I. Bercea, Benedikt Wiestler, Daniel Rueckert et al.
Generative Adversarial Networks for Coronary CT Angiography Acquisition Protocol Correction with Explicit Attenuation Constraints
Rudolf Leonardus Mirjam Van Herten, Louis van Harten, Nils Planken et al.
GeoLS: Geodesic Label Smoothing for Image Segmentation
Sukesh Adiga Vasudeva, Jose Dolz, Herve Lombaert
Image2SSM: Localization-aware Deep Learning Framework for Statistical Shape Modeling Directly from Images
Janmesh Ukey, Shireen Elhabian
Improved multi-site Parkinson’s disease classification using neuroimaging data with counterfactual inference
Vibujithan Vigneshwaran, Matthias Wilms, Milton Ivan Camacho Camacho et al.
Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function
Febrian Rachmadi, Charissa Poon, Henrik Skibbe
Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial Training
Kudaibergen Abutalip, Numan Saeed, Mustaqeem Khan et al.
Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision
Yanwu Yang, Hairui Chen, Zhikai Chang et al.
Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation
Ye Zhu, Jie Yang, Siqi Liu et al.
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals
Susu Sun, Stefano Woerner, Andreas Maier et al.
Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning
Ricardo Mokhtari, Azam Hamidinekoo, Daniel James Sutton et al.