Papers
378 papers found
Orientation Estimation of Abdominal Ultrasound Images with Multi-Hypotheses Networks
Timo Horstmann, Oliver Zettinig, Wolfgang Wein et al.
Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI
Joshua Durso-Finley, Jean-Pierre Falet, Brennan Nichyporuk et al.
PILLET-GAN: Pixel-Level Lesion Traversal Generative Adversarial Network for Pneumonia Localization
HyunWoo Kim, HanBin Ko, JungJun Kim
Position Regression for Unsupervised Anomaly Detection
Florentin Bieder, Julia Wolleb, Robin Sandkühler et al.
Practical uncertainty quantification for brain tumor segmentation
Moritz Fuchs, Camila González, Anirban Mukhopadhyay
Region Aware Transformer for Automatic Breast Ultrasound Tumor Segmentation
Xiner Zhu, Haoji Hu, Hualiang Wang et al.
Regularizing Brain Age Prediction via Gated Knowledge Distillation
Yanwu Yang, Guo Xutao, Chenfei Ye et al.
Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant Bispectral U-Net
Valentin Oreiller, Julien Fageot, Vincent Andrearczyk et al.
Segmentation-Consistent Probabilistic Lesion Counting
Julien Schroeter, Chelsea Myers-Colet, Douglas L Arnold et al.
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data
Andrei Dmitrenko, Mauro M. Masiero, Nicola Zamboni
Self-Supervised Representation Learning for High-Content Screening
Daniel Siegismund, Mario Wieser, Stephan Heyse et al.
Self-Supervised Transformers for fMRI representation
Itzik Malkiel, Gony Rosenman, Lior Wolf et al.
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer
Xiangde Luo, Minhao Hu, Tao Song et al.
Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data
Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir et al.
Single Dynamic Network for Multi-label Renal Pathology Image Segmentation
Ruining Deng, Quan Liu, Can Cui et al.
SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities
Reza Azad, Nika Khosravi, Dorit Merhof
Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation
Rohit Singla, Cailin Ringstrom, Ricky Hu et al.
Structural Networks for Brain Age Prediction
Oscar Pina, Irene Cumplido-Mayoral, Raffaele Cacciaglia et al.
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis
Simon Dahan, Abdulah Fawaz, Logan Z. J. Williams et al.
Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data
Ahmed Shahin, Joseph Jacob, Daniel Alexander et al.
SynthMap: a generative model for synthesis of 3D datasets for quantitative MRI parameter mapping of myelin water fraction
Serge Vasylechko Didenko, Simon Warfield, Sila Kurugol et al.
SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG
Jeff Craley, Emily Johnson, Christophe Jouny et al.
TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces
Andrew Hoopes, Juan Eugenio Iglesias, Bruce Fischl et al.
TorchXRayVision: A library of chest X-ray datasets and models
Joseph Paul Cohen, Joseph D. Viviano, Paul Bertin et al.
Towards IID representation learning and its application on biomedical data
Jiqing Wu, Inti Zlobec, Maxime Lafarge et al.