International Journal of Computer Assisted Radiology and Surgery

Papers
(The TQCC of International Journal of Computer Assisted Radiology and Surgery is 11. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-02-01 to 2024-02-01.)
ArticleCitations
DeepSeg: deep neural network framework for automatic brain tumor segmentation using magnetic resonance FLAIR images121
Automated detection of COVID-19 using ensemble of transfer learning with deep convolutional neural network based on CT scans100
Two-stage ultrasound image segmentation using U-Net and test time augmentation63
Deep learning for automated cerebral aneurysm detection on computed tomography images50
Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures43
Chest X-ray image phase features for improved diagnosis of COVID-19 using convolutional neural network42
Multimodal mixed reality visualisation for intraoperative surgical guidance42
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs41
Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images41
A bilinear convolutional neural network for lung nodules classification on CT images41
Artificial intelligence CT screening model for thyroid-associated ophthalmopathy and tests under clinical conditions34
Fast and accurate online calibration of optical see-through head-mounted display for AR-based surgical navigation using Microsoft HoloLens34
Real-time deep learning semantic segmentation during intra-operative surgery for 3D augmented reality assistance34
Contour-aware multi-label chest X-ray organ segmentation33
SHA-MTL: soft and hard attention multi-task learning for automated breast cancer ultrasound image segmentation and classification32
Deep learning to segment pelvic bones: large-scale CT datasets and baseline models31
SpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processing31
Assisted phase and step annotation for surgical videos30
Robotic fetal ultrasonography platform with a passive scan mechanism29
Automatic annotation of hip anatomy in fluoroscopy for robust and efficient 2D/3D registration29
Virtual septoplasty: a method to predict surgical outcomes for patients with nasal airway obstruction29
Ultrasound-guided needle insertion robotic system for percutaneous puncture29
Dental disease detection on periapical radiographs based on deep convolutional neural networks27
LiverNet: efficient and robust deep learning model for automatic diagnosis of sub-types of liver hepatocellular carcinoma cancer from H&E stained liver histopathology images26
Liver disease classification from ultrasound using multi-scale CNN25
Differential diagnosis of ameloblastoma and odontogenic keratocyst by machine learning of panoramic radiographs25
Deep learning-based anatomical site classification for upper gastrointestinal endoscopy25
Design of an end-effector for robot-assisted ultrasound-guided breast biopsies24
Bone age assessment based on deep convolution neural network incorporated with segmentation24
Automatic CT image segmentation of maxillary sinus based on VGG network and improved V-Net24
Toward automatic C-arm positioning for standard projections in orthopedic surgery24
Computer-aided diagnosis for fetal brain ultrasound images using deep convolutional neural networks23
Toward interprofessional team training for surgeons and anesthesiologists using virtual reality23
Fast interactive medical image segmentation with weakly supervised deep learning method23
Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging23
Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI22
A deep learning method for real-time intraoperative US image segmentation in prostate brachytherapy22
MARIN: an open-source mobile augmented reality interactive neuronavigation system22
Three-dimensional guidance including shape sensing of a stentgraft system for endovascular aneurysm repair22
Mixed reality as a novel tool for diagnostic and surgical navigation in orthopaedics22
Ultrasound in augmented reality: a mixed-methods evaluation of head-mounted displays in image-guided interventions22
Generative approach for data augmentation for deep learning-based bone surface segmentation from ultrasound images22
WGAN domain adaptation for the joint optic disc-and-cup segmentation in fundus images21
Automatic segmentation of the carotid artery and internal jugular vein from 2D ultrasound images for 3D vascular reconstruction21
Unravelling the effect of data augmentation transformations in polyp segmentation21
Association of AI quantified COVID-19 chest CT and patient outcome21
Synthetic CT image generation of shape-controlled lung cancer using semi-conditional InfoGAN and its applicability for type classification21
An image-guided hybrid robot system for dental implant surgery20
Object extraction via deep learning-based marker-free tracking framework of surgical instruments for laparoscope-holder robots20
Automating Periodontal bone loss measurement via dental landmark localisation20
Brain tumor segmentation in MRI images using nonparametric localization and enhancement methods with U-net20
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN20
Speed-of-sound imaging using diverging waves20
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound20
HoloUS: Augmented reality visualization of live ultrasound images using HoloLens for ultrasound-guided procedures20
Precise proximal femur fracture classification for interactive training and surgical planning19
Toward reliable automatic liver and tumor segmentation using convolutional neural network based on 2.5D models19
Deep learning-based liver segmentation for fusion-guided intervention19
Enhancement of needle visualization and localization in ultrasound19
A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance18
Deep learning-based fetoscopic mosaicking for field-of-view expansion18
SciKit-Surgery: compact libraries for surgical navigation18
Applying machine learning to optical coherence tomography images for automated tissue classification in brain metastases17
Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology17
Automatic robot-world calibration in an optical-navigated surgical robot system and its application for oral implant placement17
Investigating exploration for deep reinforcement learning of concentric tube robot control17
3D axial-attention for lung nodule classification17
Advancing intraoperative magnetic tracing using 3D freehand magnetic particle imaging17
Towards markerless surgical tool and hand pose estimation17
Comparing the effectiveness of augmented reality-based and conventional instructions during single ECMO cannulation training17
Motion analysis of the JHU-ISI Gesture and Skill Assessment Working Set using Robotics Video and Motion Assessment Software16
i3PosNet: instrument pose estimation from X-ray in temporal bone surgery16
DUDA-Net: a double U-shaped dilated attention network for automatic infection area segmentation in COVID-19 lung CT images15
LRTD: long-range temporal dependency based active learning for surgical workflow recognition15
HoloPointer: a virtual augmented reality pointer for laparoscopic surgery training15
A visual SLAM-based bronchoscope tracking scheme for bronchoscopic navigation15
Deep learning-based monocular placental pose estimation: towards collaborative robotics in fetoscopy15
Surgical workflow recognition with 3DCNN for Sleeve Gastrectomy15
Automatic linear measurements of the fetal brain on MRI with deep neural networks15
Perioperative margin detection in basal cell carcinoma using a deep learning framework: a feasibility study15
Deep residual nets model for staging liver fibrosis on plain CT images15
Agreement between rhinomanometry and computed tomography-based computational fluid dynamics14
Virtual reconstruction of unilateral pelvic fractures by using pelvic symmetry14
Tracking and visualization of the sensing area for a tethered laparoscopic gamma probe14
Evaluation of multi-wavelengths LED-based photoacoustic imaging for maximum safe resection of glioma: a proof of concept study14
A simple tool to automate the insertion process in cochlear implant surgery13
Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI13
Bone shadow segmentation from ultrasound data for orthopedic surgery using GAN13
Estimation of boundary conditions for patient-specific liver simulation during augmented surgery13
Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition13
Mask-R$$^{2}$$CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images13
High-resolution deep transferred ASPPU-Net for nuclei segmentation of histopathology images13
Effect of marker position and size on the registration accuracy of HoloLens in a non-clinical setting with implications for high-precision surgical tasks13
MR-contrast-aware image-to-image translations with generative adversarial networks12
Accuracy of radiomics for differentiating diffuse liver diseases on non-contrast CT12
Generation of annotated multimodal ground truth datasets for abdominal medical image registration12
Smartphone- versus smartglasses-based augmented reality (AR) for percutaneous needle interventions: system accuracy and feasibility study12
WCE polyp detection based on novel feature descriptor with normalized variance locality-constrained linear coding12
A machine learning-based pulmonary venous obstruction prediction model using clinical data and CT image12
Automatic mandible segmentation from CT image using 3D fully convolutional neural network based on DenseASPP and attention gates12
Deep learning approaches for automated classification and segmentation of head and neck cancers and brain tumors in magnetic resonance images: a meta-analysis study12
Force feedback controls of multi-gripper robotic endovascular intervention: design, prototype, and experiments12
Effect of real-time virtual reality-based teaching cues on learning needle passing for robot-assisted minimally invasive surgery: a randomized controlled trial12
Simulation-to-real domain adaptation with teacher–student learning for endoscopic instrument segmentation12
Automatic, global registration in laparoscopic liver surgery12
Generative multi-adversarial network for striking the right balance in abdominal image segmentation12
Digitizing rhinoplasty: a web application with three-dimensional preoperative evaluation to assist rhinoplasty surgeons with surgical planning11
Patient-specific plate for navigation and fixation of the distal radius: a case series11
An automatic approach to establish clinically desired final dental occlusion for one-piece maxillary orthognathic surgery11
A study of MRI-based radiomics biomarkers for sacroiliitis and spondyloarthritis11
Augmented reality for inner ear procedures: visualization of the cochlear central axis in microscopic videos11
Automated description of the mandible shape by deep learning11
Can machine learning-based analysis of multiparameter MRI and clinical parameters improve the performance of clinically significant prostate cancer diagnosis?11
Acoustic signal analysis of instrument–tissue interaction for minimally invasive interventions11
Multiple sclerosis lesion segmentation from brain MRI using U-Net based on wavelet pooling11
Video-based fully automatic assessment of open surgery suturing skills11
Design of a novel tendon-driven manipulator structure based on monolithic compliant rolling-contact joint for minimally invasive surgery11
Accurate instance segmentation of surgical instruments in robotic surgery: model refinement and cross-dataset evaluation11
A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography11
Domain adaptation and self-supervised learning for surgical margin detection11
Toward autonomous robotic prostate biopsy: a pilot study11
A preliminary study to quantitatively evaluate the development of maturation degree for fetal lung based on transfer learning deep model from ultrasound images11
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