yusuke1997/dblp-id-title huggingface dataset:
Risk prediction of small pulmonary nodules based on novel CT image texture markers
Effect of image variation on computer-aided detection systems
Identifying an optimal machine learning generated image marker to predict survival of gastric cancer patients
Efficient detection of polyps in CT colonography
Longitudinal MRI assessment: the identification of relevant features in the development of Posterior Fossa Syndrome in children
3D deep learning for computer-aided detection of serrated polyps in CT colonography
A distributed architecture for a loosely coupled virtual microscopy system
A new texture descriptor based on local micro-pattern for detection of architectural distortion in mammographic images
Detection of a slow-flow component in contrast-enhanced ultrasound of the synovia for the differential diagnosis of arthritis
Cross modal global local representation learning from radiology reports and x-ray chest images
Fully automated segmentation of whole breast in MR images by use of dynamic programming
DMLLE: a large-scale dimensionality reduction method for detection of polyps in CT colonography
Automatic detection of axillary lymphadenopathy on CT scans of untreated chronic lymphocytic leukemia patients
A study of T2-weighted MR image texture features and diffusion-weighted MR image features for computer-aided diagnosis of prostate cancer
Feasibility study of breast tomosynthesis CAD system
Handheld erythema and bruise detector
Assessment of the relationship between lesion segmentation accuracy and computer-aided diagnosis scheme performance
Auto-biometric for M-mode echocardiography
A probabilistic approach for interpretable deep learning in liver cancer diagnosis
Validating Pareto optimal operation parameters of polyp detection algorithms for CT colonography
A prototype of mammography CADx scheme integrated to imaging quality evaluation techniques
Automated quantification of adipose and skeletal muscle tissue in whole-body MRI data for epidemiological studies
Medical Imaging 2013: Computer-Aided Diagnosis, Lake Buena Vista (Orlando Area), Florida, United States, 9-14 February 2013
Low-dose dual-energy electronic cleansing for fecal-tagging CT Colonography
Visualization of CAD results to the radiologist: Influence of the marker type on radiologist's sensitivity for the detection of pulmonary nodules
Joint detection and localization of multiple anatomical landmarks through learning
Deep learning of sub-regional breast parenchyma in mammograms for localized breast cancer risk prediction
Forming a reference standard from LIDC data: impact of reader agreement on reported CAD performance
Mammographic phenotypes of breast cancer risk driven by breast anatomy
Bronchial segment matching in low-dose lung CT scan pairs
Automated discovery of structural features of the optic nerve head on the basis of image and genetic data
Evaluation of age-related changes with cross-sectional CT imaging of teeth
Towards fracture risk assessment by deep-learning-based classification of prevalent vertebral fractures
Class activation mapping and uncertainty estimation in multi-organ segmentation
Quantitative local topological texture properties obtained from radiographs of the proximal femur in patients with pertrochanteric and transcervical hip fractures
Voxel-based registration of simulated and real patient CBCT data for accurate dental implant pose estimation
Classification of breast lesions presenting as mass and non-mass lesions
Use of convolutional neural networks to predict risk of masking by mammographic density
Automated detection of pulmonary embolism (PE) in computed tomographic pulmonary angiographic (CTPA) images: multiscale hierachical expectation-maximization segmentation of vessels and PEs
Selective reduction of CAD false-positive findings
Neurodegenerative changes in Alzheimer's disease: a comparative study of manual, semi-automated, and fully automated assessment using MRI
Otoscopy video screening with deep anomaly detection
Classification of weak specular reflections in laparoscopic images
Aortic root segmentation in 4D transesophageal echocardiography
Differentiating bladder carcinoma from bladder wall using 3D textural features: an initial study
Overcoming the sensor delta for semantic segmentation in OCT images
Segmentation and determination of joint space width in foot radiographs
Association analysis of SNPs with CT image-based phenotype of emphysema progression in heavy smokers
Prediction of CD3 T-cell infiltration status in colorectal liver metastases: a radiomics-based imaging biomarker
Feature-based glaucomatous progression prediction using scanning laser polarimetry (SLP) data
Clinical relevance of model based computer-assisted diagnosis and therapy
Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification
An application to pulmonary emphysema classification based on model of texton learning by sparse representation
Modeling uncertainty in classification design of a computer-aided detection system
Investigation of sex hormones on the early diagnosis of schizophrenia
Adaptive remapping procedure for electronic cleansing of fecal tagging CT colonography images
A robust automated method to detect stent struts in 3D intravascular optical coherence tomographic image sequences
Interpretable deep learning regression for breast density estimation on MRI
Association between DCE MRI background parenchymal enhancement and mammographic texture features
Self-training with improved regularization for sample-efficient chest x-ray classification
Automated age-related macular degeneration classification in OCT using unsupervised feature learning
Breast cancer molecular subtype classification using deep features: preliminary results
Decision region analysis to deconstruct the subgroup influence on AI/ML predictions
A multitask deep learning method in simultaneously predicting occult invasive disease in ductal carcinoma in-situ and segmenting microcalcifications in mammography
Deep learning for electronic cleansing in dual-energy CT colonography
Analysis of transient thermal images to distinguish melanoma from dysplastic nevi
Automated detection and segmentation of mediastinal and axillary lymph nodes from CT using foveal fully convolutional networks
Classifying pulmonary nodules using dynamic enhanced CT images based on CT number histogram
A concurrent computer aided detection (CAD) tool for articular cartilage disease of the knee on MR imaging using active shape models
Bag-of-features approach for improvement of lung tissue classification in diffuse lung disease
Assessment of CT image reconstruction parameters on radiomic features in a lung cancer screening cohort: the PROSPR study
Benign and malignant thyroid classification using computed tomography radiomics
Automated detection of tuberculosis on sputum smeared slides using stepwise classification
Segmentation of common carotid artery with active appearance models from ultrasound images
Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network
Multi-fractal detrended texture feature for brain tumor classification
Potential reasons for differences in CAD effectiveness evaluated using laboratory and clinical studies
Computer-aided diagnosis: a 3D segmentation method for lung nodules in CT images by use of a spiral-scanning technique
A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population
Deep radiomics: deep learning on radiomics texture images
Computer aided breast calcification auto-detection in cone beam breast CT
Automatic classification of patients with idiopathic Parkinson's disease and progressive supranuclear palsy using diffusion MRI datasets
Temporal variations in apparent breast lesion volume in dynamic contrast enhanced breast MR imaging
End-to-end mammographic breast density quantification with deep learning: preliminary study on simulated mammograms
Lung tumours segmentation on CT using sparse field active model
Lymph node detection in T2 MRI with transformers
Expert identification of visual primitives used by CNNs during mammogram classification
Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system
Applying a 2D based CAD scheme for detecting micro-calcification clusters using digital breast tomosynthesis images: an assessment
Volume calculation of CT lung lesions based on Halton low-discrepancy sequences
A shape constrained MAP-EM algorithm for colorectal segmentation
Initial human subject results for breast bi-plane correlation imaging technique
Automated characterization of normal and pathologic lung tissue by topological texture analysis of multidetector CT
Machine learning and deep learning approaches for classification of sub-cm lung nodules in CT scans (Conference Presentation)
Acne image analysis: lesion localization and classification
Improving performance of computer-aided detection of pulmonary embolisms by incorporating a new pulmonary vascular-tree segmentation algorithm
Detection and measurement of retinal blood vessel pulsatile motion
Detection of left bundle branch block and obstructive coronary artery disease from myocardial perfusion scintigraphy using deep neural networks
Multimodal classification of prostate tissue: a feasibility study on combining multiparametric MRI and ultrasound
Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization
A content-based image retrieval method for optical colonoscopy images based on image recognition techniques
Information-theoretic CAD system in mammography: improved mass detection by incorporating a Gaussian saliency map
Deep ensemble models with multiscale lung-focused patches for pneumonia classification on chest x-ray
False positive reduction for lung nodule CAD
Towards robust identification and tracking of nevi in sparse photographic time series
Automatic detection and quantification of pulmonary arterio-venous malformations in hereditary hemorrhagic telangiectasia
Multi-view information fusion for automatic BI-RADS description of mammographic masses
A multiscale Laplacian of Gaussian filtering approach to automated pulmonary nodule detection from whole-lung low-dose CT scans
Glioma grading using cell nuclei morphologic features in digital pathology images
Computer-aided diagnosis for classification of focal liver lesions on contrast-enhanced ultrasonography: feature extraction and characterization of vascularity patterns
Breast tissue classification in digital breast tomosynthesis images using texture features: a feasibility study
A multi-scale approach to mass segmentation using graph cuts
Intrapulmonary vascular remodeling: MSCT-based evaluation in COPD and alpha-1 antitrypsin deficient subjects
Semi-automatic detection of calcifications using nonlinear stretching on x-ray images
Reproducibility of airway wall thickness measurements
Automatic recognition of abnormal cells in cytological tests using multispectral imaging
Computer-aided detection of small bowel strictures in CT enterography
The effect of blood vessels on the computation of the scanning laser ophthalmoscope retinal thickness map
Computer aided detection of polyps in virtual colonoscopy with sameday faecal tagging
Multispectral image analysis of bruise age
Deep adversarial one-class learning for normal and abnormal chest radiograph classification
A joint estimation detection of Glaucoma progression in 3D spectral domain optical coherence tomography optic nerve head images
A semi-supervised CNN learning method with pseudo-class labels for vascular calcification detection on low dose CT scans
A fully automated multi-modal computer aided diagnosis approach to coronary calcium scoring of MSCT images
Automated torso organ segmentation from 3D CT images using conditional random field
Contrastive learning meets transfer learning: a case study in medical image analysis
Optic disk localization by a robust fusion method
Hotspot quantification of myocardial focal tracer uptake from molecular targeted SPECT/CT images: experimental validation
Fully automated screening of immunocytochemically stained specimens for early cancer detection
Multiscale intensity homogeneity transformation method and its application to computer-aided detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA)
An image database management system for conducting CAD research
Improving positive predictive value in computer-aided diagnosis using mammographic mass and microcalcification confidence score fusion based on co-location information
Shape similarity analysis of regions of interest in medical images
Effect of computerized decision support on diagnostic accuracy and intra-observer variability in multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography
Computerized scheme for detection of diffuse lung diseases on CR chest images
Towards intraoperative surgical margin assessment and visualization using bioimpedance properties of the tissue
Transfer learning with convolutional neural networks for lesion classification on clinical breast tomosynthesis
Pairwise mixture model for unmixing partial volume effect in multi-voxel MR spectroscopy of brain tumour patients
3D texture analysis of solitary pulmonary nodules using co-occurrence matrix from volumetric lung CT images
Nucleus fingerprinting for the unique identification of Feulgen-stained nuclei
Incorporating a segmentation routine for mammographic masses into a knowledge-based CADx approach
Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI
Context sensitive labeling of spinal structure in MR images
An affordable and easy-to-use diagnostic method for keratoconus detection using a smartphone
Hyperspectral signature analysis of skin parameters
Automating proliferation rate estimation from Ki-67 histology images
Densely encoded attention networks for accurate retinal layers segmentation in optical coherence tomography
A computer-aided diagnosis system to detect pathologies in temporal subtraction images of chest radiographs
Fast microcalcification detection on digital breast tomosynthesis datasets
Deciphering tissue relaxation parameters from a single MR image using deep learning
Automatic classification of cardioembolic and arteriosclerotic ischemic strokes from apparent diffusion coefficient datasets using texture analysis and deep learning
Automated scheme for measuring polyp volume in CT colonography using Hessian matrix-based shape extraction and 3D volume growing
Wavelet based rotation invariant texture feature for lung tissue classification and retrieval
Efficient learning in computer-aided diagnosis through label propagation
Automatic breast density classification using a convolutional neural network architecture search procedure
Multi-class SVM model for fMRI-based classification and grading of liver fibrosis
Multiview mammographic mass detection based on a single shot detection system
Combining heterogeneous features for colonic polyp detection in CTC based on semi-definite programming
Improving performance and reliability of interactive CAD schemes
Radiogenomic characterization of response to chemo-radiation therapy in glioblastoma is associated with PI3K/AKT/mTOR and apoptosis signaling pathways
Quantitative CT imaging for adipose tissue analysis in mouse model of obesity
Quantitative ultrasound radiomics for monitoring radiation-induced toxicity following breast radiotherapy
A fully automatic framework for cell segmentation on non-confocal adaptive optics images
Computerized method for detection of vertebral fractures on lateral chest radiographs based on morphometric data
Metastatic lymph node analysis of colorectal cancer using quadruple-phase CT images
Organ detection in thorax abdomen CT using multi-label convolutional neural networks
Computer-aided detection of breast masses in digital breast tomosynthesis (DBT): improvement of false positive reduction by optimization of object segmentation
Enhancement of optic cup detection through an improved vessel kink detection framework
Adjacent slice prostate cancer prediction to inform MALDI imaging biomarker analysis
Computer aided root lesion detection using level set and complex wavelets
Characterization of pulmonary nodules: effects of size and feature type on reported performance
Multi-scale view-based convolutional neural network for breast cancer classification in ultrasound images
Performance of an automated renal segmentation algorithm based on morphological erosion and connectivity
Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images
Radiomics of the lesion habitat on pre-treatment MRI predicts response to chemo-radiation therapy in Glioblastoma
Variability in radiomics features among iDose reconstruction levels
A new fractional order derivative based active contour model for colon wall segmentation
Automated quasi-3D spine curvature quantification and classification
Fusion of handcrafted and deep transfer learning features to improve performance of breast lesion classification
Analyzing GAN artifacts for simulating mammograms: application towards finding mammographically-occult cancer
Improved computerized detection of lung nodules in chest radiographs by means of 'virtual dual-energy' radiography
Verification of accuracy of an algorithmic image-based dental pulp vitality test
Improving the performance of computer-aided classification of breast lesions using a new feature fusion method
Quantitative characterization of brain β-amyloid in 718 normal subjects using a joint PiB/FDG PET image histogram
Ultrasound breast lesion segmentation using adaptive parameters
Automatic grade classification of Barretts Esophagus through feature enhancement
Evaluation of stopping criteria for level set segmentation of breast masses in contrast-enhanced dedicated breast CT
Computer-aided teniae coli detection using height maps from computed tomographic colonography images
Digital tomosynthesis mammography: comparison of mass classification using 3D slices and 2D projection views
Automated polyp measurement based on colon structure decomposition for CT colonography
Fully automated chest wall line segmentation in breast MRI by using context information
Automatic characterization of liver tumors from multi-phase CT images
Maximal area and conformal welding heuristics for optimal slice selection in splenic volume estimation
Parenchymal field effect analysis for breast cancer risk assessment: evaluation of FFDM radiomic similarity
Segmentation of interstitial lung disease patterns in HRCT images
Simultaneous feature selection and classification based on genetic algorithms: an application to colonic polyp detection
Digital bowel cleansing free detection method of colonic polyp from fecal tagging CT images
Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA, February 19-23, 2023
Volume analysis of treatment response of head and neck lesions using 3D level set segmentation
Generative adversarial network-based image completion to identify abnormal locations in digital breast tomosynthesis images
3D reconstruction of the optic nerve head using stereo fundus images for computer-aided diagnosis of glaucoma
Automatic localization of lung opacity in chest CT images: a real-world study
Pulmonary vessel segmentation utilizing curved planar reformation and optimal path finding (CROP) in computed tomographic pulmonary angiography (CTPA) for CAD applications
Placenta accreta spectrum and hysterectomy prediction using MRI radiomic features
Segmentation of skin lesions in chronic graft versus host disease photographs with fully convolutional networks
Renal parenchyma segmentation in abdominal MR images based on cascaded deep convolutional neural network with signal intensity correction
Automated detection of ureteral wall thickening on multi-detector row CT urography
Change detection of medical images using dictionary learning techniques and PCA
Architectural distortion detection in digital breast tomosynthesis with adaptive receptive field and adaptive convolution kernel shape
An automated system for lung nodule detection in low-dose computed tomography
Computer assisted measurement of femoral cortex thickening on radiographs
Characterization of solid pulmonary nodules using three-dimensional features
Application of the Minkowski-functionals for automated pattern classification of breast parenchyma depicted by digital mammography
Synthesize CT from paired MRI of the same patient with patch-based generative adversarial network
Evaluating the sensitivity of deep learning to inter-reader variations in lesion delineations on bi-parametric MRI in identifying clinically significant prostate cancer
Nonlinear dimensionality reduction of CT histogram based feature space for predicting recurrence-free survival in non-small-cell lung cancer
Perception-driven IT-CADe analysis for the detection of masses in screening mammography: initial investigation
Preoperative assessment of microvascular invasion in hepatocellular carcinoma
Automatic brain arteriovenous malformations segmentation on contrast CT images using combined region proposal network and V-Net
Polyp classification by Weber's Law as texture descriptor for clinical colonoscopy
Hybrid transformer for lesion segmentation on adaptive optics retinal images
Automated prediction of tissue outcome after acute ischemic stroke in computed tomography perfusion images
Texture feature standardization in digital mammography for improving generalizability across devices
Deep curriculum learning in task space for multi-class based mammography diagnosis
Computer-aided detection of mammographic masses based on content-based image retrieval
Identifying glaucoma with multi-fractal features from optical coherence tomography (OCT)
Radiomic biomarkers from PET/CT multi-modality fusion images for the prediction of immunotherapy response in advanced non-small cell lung cancer patients
Automated breast tissue density assessment using high order regional texture descriptors in mammography
Computerized detection of retina blood vessel using a piecewise line fitting approach
Quantitative assessment of deformational plagiocephaly and brachycephaly at the point-of-care
Automatic polyp detection using SmartEndo-Net based on fusion feature pyramid network with mix-up edges
Radiomics for ultrafast dynamic contrast-enhanced breast MRI in the diagnosis of breast cancer: a pilot study
Detection, modeling and matching of pleural thickenings from CT data towards an early diagnosis of malignant pleural mesothelioma
Automatic lung nodule graph cuts segmentation with deep learning false positive reduction
Breast dispersion imaging using undersampled rapid dynamic contrast-enhanced MRI
Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients
Learning imbalanced semantic segmentation through cross-domain relations of multi-agent generative adversarial networks
3D texture-based classification applied on brain white matter lesions on MR images
Computer-aided recognition of dental implants in X-ray images
Interactive lung lobe segmentation and correction in tomographic images
The effects of iterative reconstruction in CT on low-contrast liver lesion volumetry: a phantom study
Evaluation of a processing scheme for calcified atheromatous carotid artery detection in face/neck CBCT images
3D lung image retrieval using localized features
A comparative analysis of 2D and 3D CAD for calcifications in digital breast tomosynthesis
Comparative performance analysis of stained histopathology specimens using RGB and multispectral imaging
Improving segmentation of calcified and non-calcified plaques on CCTA-CPR scans via masking of the artery wall
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound
Reference-tissue correction of T2-weighted signal intensity for prostate cancer detection
Automatic multiresolution age-related macular degeneration detection from fundus images
Vessel segmentation in 4D arterial spin labeling magnetic resonance angiography images of the brain