yusuke1997/dblp-id-title huggingface dataset:
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
TriDeNT : Triple deep network training for privileged knowledge distillation in histopathology
Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images
Directional-TV algorithm for image reconstruction from limited-angular-range data
An automated image analysis methodology for classifying megakaryocytes in chronic myeloproliferative disorders
Interval change analysis to improve computer aided detection in mammography
An end-to-end approach to segmentation in medical images with CNN and posterior-CRF
Constrained-CNN losses for weakly supervised segmentation
Fusion of contrast-enhanced breast MR and mammographic imaging data
2-D registration and 3-D shape inference of the retinal fundus from fluorescein images
Automatic registration of portal images and volumetric CT for patient positioning in radiation therapy
Joint categorical and ordinal learning for cancer grading in pathology images
Entropy and Laplacian images: Structural representations for multi-modal registration
Second order kinematic surface fitting in anatomical structures
Novel and powerful 3D adaptive crisp active contour method applied in the segmentation of CT lung images
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction
DGMSNet: Spine segmentation for MR image by a detection-guided mixed-supervised segmentation network
Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images
Multiple object tracking in molecular bioimaging by Rao-Blackwellized marginal particle filtering
An interpretable two-branch bi-coordinate network based on multi-grained domain knowledge for classification of thyroid nodules in ultrasound images
KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation
ShapeCut: Bayesian surface estimation using shape-driven graph
Pseudo ground truth based nonrigid registration of myocardial perfusion MRI
Glaucoma risk index: Automated glaucoma detection from color fundus images
Measuring rib cortical bone thickness and cross section from CT
Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization
Whole myocardium tracking in 2D-echocardiography in multiple orientations using a motion constrained level-set
Imaging biomarkers in multiple Sclerosis: From image analysis to population imaging
Detection of neuron membranes in electron microscopy images using a serial neural network architecture
An integrated diagnosis and therapeutic system using intra-operative 5-aminolevulinic-acid-induced fluorescence guided robotic laser ablation for precision neurosurgery
Holistic decomposition convolution for effective semantic segmentation of medical volume images
Histopathology language-image representation learning for fine-grained digital pathology cross-modal retrieval
Semantics and instance interactive learning for labeling and segmentation of vertebrae in CT images
Diffusion methods for aligning medical datasets: Location prediction in CT scan images
Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy
An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream Synchronization
Adaptive local window for level set segmentation of CT and MRI liver lesions
Automated cardiac segmentation of cross-modal medical images using unsupervised multi-domain adaptation and spatial neural attention structure
Quality-based UnwRap of SUbdivided Large Arrays (URSULA) for high-resolution MRI data
Melanoma classification using light-Fields with morlet scattering transform and CNN: Surface depth as a valuable tool to increase detection rate
Disease prediction with edge-variational graph convolutional networks
Volumetric object modeling for surgical simulation
StaDis: Stability distance to detecting out-of-distribution data in computational pathology
Corrigendum to "Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images" [Med. Image Anal. 18(2014) 63-82]
Acquisition-invariant brain MRI segmentation with informative uncertainties
Building dynamic population graph for accurate correspondence detection
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse
MetaExplainer: Revisit domain generalization of functional connectome analyses from the perspective of explainability
Informative frame classification for endoscopy video
Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis
Parallax-free intra-operative X-ray image stitching
XCAT 3.0: A comprehensive library of personalized digital twins derived from CT scans
Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19
Semi-supervised body parsing and pose estimation for enhancing infant general movement assessment
Discriminative and generative models for anatomical shape analysis on point clouds with deep neural networks
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation
Immunocto: A massive immune cell database auto-generated for histopathology
NENet: Nested EfficientNet and adversarial learning for joint optic disc and cup segmentation
SGCL: Spatial guided contrastive learning on whole-slide pathological images
A 3-D spatio-temporal deconvolution approach for MR perfusion in the brain
MR image segmentation of the knee bone using phase information
Texture preservation and speckle reduction in poor optical coherence tomography using the convolutional neural network
Segmentation of the heart and great vessels in CT images using a model-based adaptation framework
Automatic identification of septal flash phenomenon in patients with complete left bundle branch block
Automatic apical view classification of echocardiograms using a discriminative learning dictionary
Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer
A global optimisation method for robust affine registration of brain images
ADNet++: A few-shot learning framework for multi-class medical image volume segmentation with uncertainty-guided feature refinement
Respiratory motion correction in dynamic MRI using robust data decomposition registration - Application to DCE-MRI
CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration
Three-dimensional segmentation of the left ventricle in late gadolinium enhanced MR images of chronic infarction combining long- and short-axis information
CenTime: Event-conditional modelling of censoring in survival analysis
Understanding the phase contrast optics to restore artifact-free microscopy images for segmentation
Multi-resolution cell orientation congruence descriptors for epithelium segmentation in endometrial histology images
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation
A transversal approach for patch-based label fusion via matrix completion
Objective and expert-independent validation of retinal image registration algorithms by a projective imaging distortion model
SimCol3D - 3D reconstruction during colonoscopy challenge
Reproducibility and intercorrelation of graph theoretical measures in structural brain connectivity networks
PViT-AIR: Puzzling vision transformer-based affine image registration for multi histopathology and faxitron images of breast tissue
Subsampled brain MRI reconstruction by generative adversarial neural networks
BiasPruner: Mitigating bias transfer in continual learning for fair medical image analysis
PC-Reg: A pyramidal prediction-correction approach for large deformation image registration
Groupwise connectivity-based parcellation of the whole human cortical surface using watershed-driven dimension reduction
ImUnity: A generalizable VAE-GAN solution for multicenter MR image harmonization
Model-based blood flow quantification from rotational angiography
Clinical knowledge-guided hybrid classification network for automatic periodontal disease diagnosis in X-ray image
Independent measurement of femoral cortical thickness and cortical bone density using clinical CT
GRAM: A framework for geodesic registration on anatomical manifolds
Optimal real-time Q-ball imaging using regularized Kalman filtering with incremental orientation sets
Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities
TSdetector: Temporal-Spatial self-correction collaborative learning for colonoscopy video detection
Concurrent bias correction in hemodynamic data assimilation
Cross-covariance isolate detect: A new change-point method for estimating dynamic functional connectivity
Iterative learning for joint image denoising and motion artifact correction of 3D brain MRI
Distortion and instability compensation with deep learning for rotational scanning endoscopic optical coherence tomography
Statistical analysis of normal and abnormal dissymmetry in volumetric medical images
Coupled minimum-cost flow cell tracking for high-throughput quantitative analysis
Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition
Untangling and segmenting the small intestine in 3D cine-MRI using deep learning
Mini gamma cameras for intra-operative nuclear tomographic reconstruction
Multiple motion encoding in phase-contrast MRI: A general theory and application to elastography imaging
Phase mutual information as a similarity measure for registration
Robust mosaicing with correction of motion distortions and tissue deformations for in vivo fibered microscopy
DCrownFormer+: Morphology-aware mesh generation and refinement transformer for dental crown prosthesis from 3D scan data of preparation and antagonist teeth
Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound images
Robotic assistance for ultrasound-guided prostate brachytherapy
Subtyping breast lesions via collective intelligence based long-tailed recognition in ultrasound
Estimating fiber orientation distribution from diffusion MRI with spherical needlets
Rethinking masked image modelling for medical image representation
Focused active learning for histopathological image classification
Sketch-based semantic retrieval of medical images
Semi-automatic segmentation for prostate interventions
What lies beneath? Diffusion EAP-based study of brain tissue microstructure
Segmentation ability map: Interpret deep features for medical image segmentation
Improved location features for linkage of regions across ipsilateral mammograms
2D-3D shape reconstruction of the distal femur from stereo X-ray imaging using statistical shape models
An automatic geometrical and statistical method to detect acoustic shadows in intraoperative ultrasound brain images
A sensitivity analysis on 3D velocity reconstruction from multiple registered echo Doppler views
Dual-modality endoscopic probe for tissue surface shape reconstruction and hyperspectral imaging enabled by deep neural networks
Deeply-supervised density regression for automatic cell counting in microscopy images
Hierarchical graph representations in digital pathology
Multi-degradation-adaptation network for fundus image enhancement with degradation representation learning
Deep cross-view co-regularized representation learning for glioma subtype identification
DeepHCS++: Bright-field to fluorescence microscopy image conversion using multi-task learning with adversarial losses for label-free high-content screening
A diffusion approach to labeling rows and columns in an irregular array
SAFRON: Stitching Across the Frontier Network for Generating Colorectal Cancer Histology Images
Patient-specific electromechanical models of the heart for the prediction of pacing acute effects in CRT: A preliminary clinical validation
Towards bi-directional skip connections in encoder-decoder architectures and beyond
Multiresolution eXtended Free-Form Deformations (XFFD) for non-rigid registration with discontinuous transforms
The ULS23 challenge: A baseline model and benchmark dataset for 3D universal lesion segmentation in computed tomography
CT male pelvic organ segmentation using fully convolutional networks with boundary sensitive representation
Segment Any Tissue: One-shot reference guided training-free automatic point prompting for medical image segmentation
From model based to learned regularization in medical image registration: A comprehensive review
Automatic 3-D segmentation and volumetric light fluence correction for photoacoustic tomography based on optimal 3-D graph search
Pose-independent surface matching for intra-operative soft-tissue marker-less registration
A protocol for evaluation of similarity measures for non-rigid registration
Cascade of multi-scale convolutional neural networks for bone suppression of chest radiographs in gradient domain
Groupwise registration with global-local graph shrinkage in atlas construction
Dynamic spectrum-driven hierarchical learning network for polyp segmentation
Self-supervised 3D medical image segmentation by flow-guided mask propagation learning
Three-dimensional computer vision for tooth restoration
Temporal non-local means filtering for studies of intrinsic brain connectivity from individual resting fMRI
A new time-decay radiomics integrated network (TRINet) for breast cancer risk prediction
Direction-Aware convolution for airway tubular feature enhancement network
Optimizing boundary detection via Simulated Search with applications to multi-modal heart segmentation
Knowledge-based tensor anisotropic diffusion of cardiac magnetic resonance images
Non-linear fitting with joint spatial regularization in arterial spin labeling
Magnetic resonance imaging-guided attenuation correction in whole-body PET/MRI using a sorted atlas approach
Weakly supervised inference of personalized heart meshes based on echocardiography videos
Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images
Marginal loss and exclusion loss for partially supervised multi-organ segmentation
Federated brain tumor segmentation: An extensive benchmark
Modeling annotator preference and stochastic annotation error for medical image segmentation
Efficient and robust cell detection: A structured regression approach
Interpretable multi-scale deep learning to detect malignancy in cell blocks and cytological smears of pleural effusion and identify aggressive endometrial cancer
Anatomically constrained and attention-guided deep feature fusion for joint segmentation and deformable medical image registration
MIRAGE: Medical image-text pre-training for robustness against noisy environments
DeepStroke : An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning
Deep adversarial domain adaptation for breast cancer screening from mammograms
RICE: A method for quantitative mammographic image enhancement
Diffusion-based arbitrary-scale magnetic resonance image super-resolution via progressive k-space reconstruction and denoising
Consistent segmentation using a Rician classifier
(Hyper)-graphical models in biomedical image analysis
A simulation and estimation framework for intracellular dynamics and trafficking in video-microscopy and fluorescence imagery
Learning to estimate out-of-plane motion in ultrasound imagery of real tissue
Deep learning based HEp-2 image classification: A comprehensive review
Aligning personalized biomarker trajectories onto a common time axis: a connectome-based ODE model for Tau-Amyloid beta dynamics
Tracing cell lineages in videos of lens-free microscopy
Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment
Improved fidelity of brain microstructure mapping from single-shell diffusion MRI
Organ-focused mutual information for nonrigid multimodal registration of liver CT and Gd-EOB-DTPA-enhanced MRI
Image-based characterization of thrombus formation in time-lapse DIC microscopy
Individual nodule tracking in micro-CT images of a longitudinal lung cancer mouse model
An algorithmic overview of surface registration techniques for medical imaging
A strain energy filter for 3D vessel enhancement with application to pulmonary CT images
Refraction-compensated motion tracking of unrestrained small animals in positron emission tomography
TransMorph: Transformer for unsupervised medical image registration
Estimation of fiber orientations using neighborhood information
A hybrid method for airway segmentation and automated measurement of bronchial wall thickness on CT
Automatic carotid artery distensibility measurements from CTA using nonrigid registration
Deep Evolutionary Networks with Expedited Genetic Algorithms for Medical Image Denoising
Instantiation and registration of statistical shape models of the femur and pelvis using 3D ultrasound imaging
Characterization of changes in blood vessel width and tortuosity in retinopathy of prematurity using image analysis
Incomplete multi-modal representation learning for Alzheimer's disease diagnosis
Expert-validated estimation of diagnostic uncertainty for deep neural networks in diabetic retinopathy detection
Reconstruction of scattered data in fetal diffusion MRI
Computer aided diagnosis of thyroid nodules based on the devised small-datasets multi-view ensemble learning
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning
Real-time target tracking of soft tissues in 3D ultrasound images based on robust visual information and mechanical simulation
4D deformable models with temporal constraints: application to 4D cardiac image segmentation
"Recon-all-clinical": Cortical surface reconstruction and analysis of heterogeneous clinical brain MRI
Automated annotation and quantitative description of ultrasound videos of the fetal heart
A pilot study using kernelled support tensor machine for distant failure prediction in lung SBRT
Regression forest-based automatic estimation of the articular margin plane for shoulder prosthesis planning
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification
Stradx: real-time acquisition and visualization of freehand three-dimensional ultrasound
Multi-constraint generative adversarial network for dose prediction in radiotherapy
Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images
Memory consistent unsupervised off-the-shelf model adaptation for source-relaxed medical image segmentation
Medical image analysis
Regularising limited view tomography using anatomical reference images and information theoretic similarity metrics
Deformable image registration by combining uncertainty estimates from supervoxel belief propagation
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images
Handling confounding variables in statistical shape analysis - application to cardiac remodelling
MallesNet: A multi-object assistance based network for brachial plexus segmentation in ultrasound images
A conditional statistical shape model with integrated error estimation of the conditions; Application to liver segmentation in non-contrast CT images
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion
Spatial-frequency dual-constrained Mamba diffusion model for cross-modal generation from CFP to FFA
Multi-shape graph cuts with neighbor prior constraints and its application to lung segmentation from a chest CT volume
A novel deformation method for fast simulation of biological tissue formed by fibers and fluid
Detecting genetic associations with brain imaging phenotypes in Alzheimer's disease via a novel structured SCCA approach
Contour proposal networks for biomedical instance segmentation
Image guidance in orthopaedics and traumatology: A historical perspective
GPU based real-time instrument tracking with three-dimensional ultrasound
Deep learning prediction of diffusion MRI data with microstructure-sensitive loss functions
Cross-scale multi-instance learning for pathological image diagnosis
Learned iterative segmentation of highly variable anatomy from limited data: Applications to whole heart segmentation for congenital heart disease
Automatic segmentation of the liver from multi- and single-phase contrast-enhanced CT images
Magnetic resonance angiography: From anatomical knowledge modeling to vessel segmentation
Bayesian bacterial detection using irregularly sampled optical endomicroscopy images
Micro-Net: A unified model for segmentation of various objects in microscopy images
Hierarchical max-flow segmentation framework for multi-atlas segmentation with Kohonen self-organizing map based Gaussian mixture modeling
Incorporating a statistically based shape model into a system for computer-assisted anterior cruciate ligament surgery
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training
Personalized computational modeling of left atrial geometry and transmural myofiber architecture
Statistical model based shape prediction from a combination of direct observations and various surrogates: Application to orthopaedic research
Estimation of connectional brain templates using selective multi-view network normalization
Voxelwise atlas rating for computer assisted diagnosis: Application to congenital heart diseases of the great arteries
Predictive uncertainty estimation for out-of-distribution detection in digital pathology
Weakly-supervised progressive denoising with unpaired CT images
Minimum resolution requirements of digital pathology images for accurate classification
Supervised learning with cyclegan for low-dose FDG PET image denoising
Automatic localization of endoscope in intraoperative CT image: A simple approach to augmented reality guidance in laparoscopic surgery
Transformer with convolution and graph-node co-embedding: An accurate and interpretable vision backbone for predicting gene expressions from local histopathological image
High-quality two-stage resampling for 3-D volumes in medical imaging
Editorial for the MEDIA Special Issue on MICCAI 2011
Strategies for generating synthetic computed tomography-like imaging from radiographs: A scoping review
Mitosis domain generalization in histopathology images - The MIDOG challenge
Erratum to "3D Gabor wavelets for evaluating SPM normalization algorithm"
Multi-target landmark detection with incomplete images via reinforcement learning and shape prior embedding
Projection-based motion compensation and reconstruction of coronary segments and cardiac implantable devices using rotational X-ray angiography
A variational framework for integrating segmentation and registration through active contours
Segment anything model for medical image analysis: An experimental study
Fast iteratively reweighted least squares algorithms for analysis-based sparse reconstruction
Deep learning for bone marrow cell detection and classification on whole-slide images
CURVES: Curve evolution for vessel segmentation
Deformable biomechanical models: Application to 4D cardiac image analysis
A Review On digital image processing techniques for in-Vivo confocal images of the cornea
Attention gated networks: Learning to leverage salient regions in medical images
Automatic detection of landmarks for the analysis of a reduction of supracondylar fractures of the humerus
Graph refinement based airway extraction using mean-field networks and graph neural networks
TransVFS: A spatio-temporal local-global transformer for vision-based force sensing during ultrasound-guided prostate biopsy
Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning
Towards robust 3D visual tracking for motion compensation in beating heart surgery
Landmark detection in the chest and registration of lung surfaces with an application to nodule registration