Papers
378 papers found
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
Felix Denzinger, Michael Wels, Oliver Taubmann et al.
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging
Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Michael B. Gotway et al.
Cell Anomaly Localisation using Structured Uncertainty Prediction Networks
Boyko Vodenicharski, Samuel McDermott, Katherine M. Webber et al.
Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies
Andrei Dmitrenko, Mauro M. Masiero, Nicola Zamboni
Confidence Histograms for Model Reliability Analysis and Temperature Calibration
Farina Kock, Felix Thielke, Grzegorz Chlebus et al.
Deep Learning for Model Correction in Cardiac Electrophysiological Imaging
Victoriya Kashtanova, Ibrahim Ayed, Andony Arrieula et al.
Deep Learning Radiographic Assessment of Pulmonary Edema: Training with Serum Biomarkers
Justin Huynh, Samira Masoudi, Abraham Noorbaksh et al.
Denoising Autoencoders for Unsupervised Anomaly Detection in Brain MRI
Antanas Kascenas, Nicolas Pugeault, Alison Q. O’Neil
Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis
Jingya Liu, Bin Lou, Mamadou Diallo et al.
Diffeomorphic Image Registration Using Lipschitz Continuous Residual Networks
Ankita Joshi, Yi Hong
Differentiable Boundary Point Extraction for Weakly Supervised Star-shaped Object Segmentation
Robin Camarasa, Hoel Kervadec, Daniel Bos et al.
Diffusion Models for Implicit Image Segmentation Ensembles
Julia Wolleb, Robin Sandkühler, Florentin Bieder et al.
Domain adaptation through anatomical constraints for 3d human pose estimation under the cover
Alexander Bigalke, Lasse Hansen, Jasper Diesel et al.
Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer
Dewei Hu, Hao Li, Han Liu et al.
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation
Muhammad Asad, Lucas Fidon, Tom Vercauteren
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring
Royden Wagner, Karl Rohr
Efficient tool segmentation for endoscopic videos in the wild
Clara Tomasini, Iñigo Alonso, Luis Riazuelo et al.
Explainability Guided COVID-19 Detection in CT Scans
Ameen Ali, Tal Shaharabany, Lior Wolf
Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation
Pedro Costa, Alex Gaudio, Aurélio Campilho et al.
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation
Xuan Kan, Hejie Cui, Joshua Lukemire et al.
Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection
Lisa M Koch, Christian M Schürch, Arthur Gretton et al.
Hierarchical Optimal Transport for Comparing Histopathology Datasets
Anna Yeaton, Rahul G. Krishnan, Rebecca Mieloszyk et al.
Holistic Modeling In Medical Image Segmentation Using Spatial Recurrence
João BS Carvalho, João Santinha, Djordje Miladinovic et al.
Hybrid Ladder Transformers with Efficient Parallel-Cross Attention for Medical Image Segmentation
Haozhe Luo, Yu Changdong, Raghavendra Selvan
i3Deep: Efficient 3D interactive segmentation with the nnU-Net
Karol Gotkowski, Camila Gonzalez, Isabel Kaltenborn et al.