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Medical Image Analysis, Volume 90
Volume 90, December 2023
- Pietro Astolfi
, Ruben Verhagen
Supervised tractogram filtering using Geometric Deep Learning. 102893 - Aditya Sai Ram Nemali
Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer's disease - A systematic model evaluation. 102913 - Jing Xia
Multi-level and joint attention networks on brain functional connectivity for cross-cognitive prediction. 102921 - Zhongliang Jiang
DefCor-Net: Physics-aware ultrasound deformation correction. 102923 - Sophie Ostmeier
USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging. 102927 - Yu Tian
Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images. 102930 - Shengjie Zhang
A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders. 102932 - Robin Camarasa, Hoel Kervadec
Nested star-shaped objects segmentation using diameter annotations. 102934 - Yiwen Li
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration. 102935 - Syed Farhan Abbas, Trinh Thi Le Vuong
Multi-cell type and multi-level graph aggregation network for cancer grading in pathology images. 102936 - Li Lin
YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation. 102937 - Junde Wu
GAMMA challenge: Glaucoma grAding from Multi-Modality imAges. 102938 - Xin Yu, Qi Yang
UNesT: Local spatial representation learning with hierarchical transformer for efficient medical segmentation. 102939 - Joel Honkamaa
Deformation equivariant cross-modality image synthesis with paired non-aligned training data. 102940 - Chen Qiao, Bin Gao
Deep learning with explainability for characterizing age-related intrinsic differences in dynamic brain functional connectivity. 102941 - Ricardo Pizarro
Deep learning, data ramping, and uncertainty estimation for detecting artifacts in large, imbalanced databases of MRI images. 102942 - João Ramalhinho
The value of Augmented Reality in surgery - A usability study on laparoscopic liver surgery. 102943 - Xiangyu Li, Xinjie Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li
Ambiguity-aware breast tumor cellularity estimation via self-ensemble label distribution learning. 102944 - Heng Li
A generic fundus image enhancement network boosted by frequency self-supervised representation learning. 102945 - Xiaowei Xu
A clinically applicable AI system for diagnosis of congenital heart diseases based on computed tomography images. 102953 - Taylor L. Bobrow
Colonoscopy 3D video dataset with paired depth from 2D-3D registration. 102956 - Minghui Zhang
Multi-site, Multi-domain Airway Tree Modeling. 102957 - Mélanie Gaillochet
Active learning for medical image segmentation with stochastic batches. 102958 - Yuanyuan Chen, Xiaoqing Guo, Yongsheng Pan
Dynamic feature splicing for few-shot rare disease diagnosis. 102959 - Zong Fan, Ping Gong
Joint localization and classification of breast masses on ultrasound images using an auxiliary attention-based framework. 102960 - Hyojoon Park
Collagen fiber centerline tracking in fibrotic tissue via deep neural networks with variational autoencoder-based synthetic training data generation. 102961 - Alan Q. Wang
A robust and interpretable deep learning framework for multi-modal registration via keypoints. 102962 - Antanas Kascenas, Pedro Sanchez
The role of noise in denoising models for anomaly detection in medical images. 102963 - Shariq Mohammed
Tumor radiogenomics in gliomas with Bayesian layered variable selection. 102964 - Ruinan Jin, Xiaoxiao Li
Backdoor attack and defense in federated generative adversarial network-based medical image synthesis. 102965 - Mark S. Graham
Latent Transformer Models for out-of-distribution detection. 102967 - Wan Liu
One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer. 102968 - Fuyong Xing
Learning with limited target data to detect cells in cross-modality images. 102969 - Yi Gu, Yoshito Otake, Keisuke Uemura
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. 102970 - Lucas de Vries
Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke. 102971 - Vincent Andrearczyk, Valentin Oreiller, Sarah Boughdad, Catherine Cheze Le Rest, Olena Tankyevych, Hesham Elhalawani
Automatic Head and Neck Tumor segmentation and outcome prediction relying on FDG-PET/CT images: Findings from the second edition of the HECKTOR challenge. 102972 - Yuxuan Shi
A deep weakly semi-supervised framework for endoscopic lesion segmentation. 102973 - Karthik Gopinath
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation. 102974 - Marcel Beetz, Abhirup Banerjee
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images. 102975 - Zhen Chen
Medical federated learning with joint graph purification for noisy label learning. 102976 - He Zhao
Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound. 102977 - Wenzhe Yin
PC-Reg: A pyramidal prediction-correction approach for large deformation image registration. 102978 - Chengran Fang
A simulation-driven supervised learning framework to estimate brain microstructure using diffusion MRI. 102979 - Chenchu Xu
Spatiotemporal knowledge teacher-student reinforcement learning to detect liver tumors without contrast agents. 102980 - Qianhui Men, Clare Teng
Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning. 102981 - Giammarco La Barbera
Tubular structures segmentation of pediatric abdominal-visceral ceCT images with renal tumors: Assessment, comparison and improvement. 102986 - Numan Saeed
MGMT promoter methylation status prediction using MRI scans? An extensive experimental evaluation of deep learning models. 102989 - Bo Zhou
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising. 102993 - Rema Daher
A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its Effect on Image Correspondence. 102994
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