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Medical Image Analysis, Volume 93
Volume 93, 2024
- Daan J. Geijs
, Stephan Dooper
Detection and subtyping of basal cell carcinoma in whole-slide histopathology using weakly-supervised learning. 103063 - Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond. 103064 - Michael I. Miller
Space-feature measures on meshes for mapping spatial transcriptomics. 103068 - Saarthak Kapse
Attention De-sparsification Matters: Inducing diversity in digital pathology representation learning. 103070 - Neda Zamanitajeddin
Social network analysis of cell networks improves deep learning for prediction of molecular pathways and key mutations in colorectal cancer. 103071 - Ramy Hussein
Turning brain MRI into diagnostic PET: 15O-water PET CBF synthesis from multi-contrast MRI via attention-based encoder-decoder networks. 103072 - Sophie Loizillon
Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data. 103073 - Yanshuai Tu, Xin Li
Adaptive smoothing of retinotopic maps based on Teichmüller parametrization. 103074 - Dwarikanath Mahapatra
GANDALF: Graph-based transformer and Data Augmentation Active Learning Framework with interpretable features for multi-label chest Xray classification. 103075 - Antoine Théberge
What matters in reinforcement learning for tractography. 103085 - Zeus Harnod
A transferable in-silico augmented ischemic model for virtual myocardial perfusion imaging and myocardial infarction detection. 103087 - Jasper Linmans
Diffusion models for out-of-distribution detection in digital pathology. 103088 - Boyeong Woo
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative. 103089 - Michele Svanera
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data. 103090 - Lisa R. Pankewitz
A universal biventricular coordinate system incorporating valve annuli: Validation in congenital heart disease. 103091 - Mingchao Li
OCTA-500: A retinal dataset for optical coherence tomography angiography study. 103092 - Fabian Bongratz
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI. 103093 - Xi Fang
Correspondence attention for facial appearance simulation. 103094 - Zhe Xu
Separated collaborative learning for semi-supervised prostate segmentation with multi-site heterogeneous unlabeled MRI data. 103095 - Tae Jun Jang
Fully automatic integration of dental CBCT images and full-arch intraoral impressions with stitching error correction via individual tooth segmentation and identification. 103096 - Lucy Godson
Immune subtyping of melanoma whole slide images using multiple instance learning. 103097 - Yukun Zhou
CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement. 103098 - André Ferreira
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy. 103100 - Ilaria Gabusi
Blurred streamlines: A novel representation to reduce redundancy in tractography. 103101 - Jinghan Sun
Hybrid unsupervised representation learning and pseudo-label supervised self-distillation for rare disease imaging phenotype classification with dispersion-aware imbalance correction. 103102 - Chuan-Xian Ren, Gengxin Xu
Cross-site prognosis prediction for nasopharyngeal carcinoma from incomplete multi-modal data. 103103 - Philipp Seeböck
Anomaly guided segmentation: Introducing semantic context for lesion segmentation in retinal OCT using weak context supervision from anomaly detection. 103104 - William Consagra, Lipeng Ning
Neural orientation distribution fields for estimation and uncertainty quantification in diffusion MRI. 103105
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