Discovery Projects - Grant ID: DP180103232 [ 2018-10-01 - 2022-12-31 ]

Related Publications

• Associated with 3D Semantic Mapping from Arthroscopy Using Out-of-Distribution Pose and Depth and In-Distribution Segmentation Training
  url : eprints.qut.edu.au/226695/
  
• Associated with 3D semantic mapping from arthroscopy using out-of-distribution pose and depth and in-distribution segmentation training
  handle : 2440/133344
  
• Associated with A Chaos Theory Approach to Understand Neural Network Optimization
  handle : 2440/136360
  
• Associated with A theoretically sound upper bound on the triplet loss for improving the efficiency of deep distance metric learning
  handle : 2440/123378
  
• Associated with Approximate Fisher information matrix to characterise the training of deep neural networks
  handle : 2440/117297
  
Show all 54 related publications
• Associated with Arthroscope Localization in 3D Ultrasound Volumes Using Weakly Supervised Deep Learning
  url : eprints.qut.edu.au/212153/
  
• Associated with Arthroscope localization in 3D ultrasound volumes using weakly supervised deep learning
  handle : 2440/131844
  
• Associated with Artificial intelligence for the diagnosis of lymph node metastases in patients with abdominopelvic malignancy: a systematic review and meta-analysis
  handle : 2440/130420
  
• Associated with Automatic quality assessment of transperineal ultrasound images of the male pelvic region, using deep learning
  handle : 2440/123934
  
• Associated with Automatic quality assessment of transperineal ultrasound images of the male pelvic region, using deep learning
  url : eprints.qut.edu.au/197245/
  
• Associated with Balanced-MixUp for highly imbalanced medical image classification
  handle : 2440/133384
  
• Associated with Bootstrapping the Relationship Between Images and Their Clean and Noisy Labels
  handle : 2440/139217
  
• Associated with Censor-Aware Semi-supervised Learning for Survival Time Prediction from Medical Images
  handle : 2440/136871
  
• Associated with Combining Data Augmentation and Domain Distance Minimisation to Reduce Domain Generalisation Error
  handle : 2440/136123
  
• Associated with Computer-aided diagnosis for characterisation of colorectal lesions: a comprehensive software including serrated lesions
  handle : 2440/129274
  
• Associated with Contrastive Transformer-Based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection
  handle : 2440/136846
  
• Associated with Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification
  handle : 2440/135097
  
• Associated with Deep learning for US image quality assessment based on femoral cartilage boundaries detection in autonomous knee arthroscopy
  handle : 2440/131323
  
• Associated with Deep learning uncertainty and confidence calibration for the five-class polyp classification from colonoscopy
  handle : 2440/126384
  
• Associated with Deep learning-based femoral cartilage automatic segmentation in ultrasound imaging for guidance in robotic knee arthroscopy
  url : eprints.qut.edu.au/197216/
  
• Associated with Deep learning-based femoral cartilage automatic segmentation in ultrasound imaging for guidance in robotic knee arthroscopy
  handle : 2440/124578
  
• Associated with End-to-end diagnosis and segmentation learning from cardiac magnetic resonance imaging
  handle : 2440/122500
  
• Associated with Few-shot anomaly detection for polyp frames from colonoscopy
  handle : 2440/128649
  
• Associated with Generalised zero-shot learning with a classifier ensemble over multi-modal embedding spaces
  handle : 2440/134643
  
• Associated with Generalised zero-shot learning with a classifier ensemble over multi-modal embedding spaces
  handle : 2440/121617
  
• Associated with Generalised zero-shot learning with domain classification in a joint semantic and visual space
  handle : 2440/122791
  
• Associated with In Defense of Kalman Filtering for Polyp Tracking from Colonoscopy Videos
  handle : 2440/136486
  
• Associated with Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models
  handle : 2440/136829
  
• Associated with LOW: Training deep neural networks by learning optimal sample weights
  handle : 2440/129737
  
• Associated with Multi-modal cycle-consistent generalized zero-shot learning
  handle : 2440/116545
  
• Associated with NVUM: Non-volatile Unbiased Memory for Robust Medical Image Classification
  handle : 2440/136813
  
• Associated with One shot segmentation: unifying rigid detection and non-rigid segmentation using elastic regularization
  handle : 2440/129759
  
• Associated with One-class Gaussian process regressor for quality assessment of transperineal ultrasound images
  url : eprints.qut.edu.au/120113/
  
• Associated with PAC-Bayes meta-learning with implicit task-specific posteriors
  handle : 2440/134389
  
• Associated with Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation
  handle : 2440/137226
  
• Associated with Photoshopping colonoscopy video frames
  handle : 2440/126581
  
• Associated with Pixel-Wise Energy-Biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
  handle : 2440/137567
  
• Associated with Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI
  handle : 2440/122728
  
• Associated with Probabilistic task modelling for Meta-Learning
  handle : 2440/134824
  
• Associated with Producing radiologist quality reports for interpretable deep learning
  handle : 2440/121648
  
• Associated with Quality assessment of transperineal ultrasound images of the male pelvic region using deep learning
  handle : 2440/133728
  
• Associated with Quality assessment of transperineal ultrasound images of the male pelvic region using deep learning
  url : eprints.qut.edu.au/127973/
  
• Associated with Region proposals for saliency map refinement for weakly-supervised disease localisation and classification
  handle : 2440/128972
  
• Associated with Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification
  handle : 2440/137568
  
• Associated with Self-supervised monocular trained depth estimation using self-attention and discrete disparity volume
  handle : 2440/132261
  
• Associated with Semi-supervised multi-domain multi-task training for metastatic colon lymph node diagnosis from abdominal CT
  handle : 2440/126574
  
• Associated with Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound images
  handle : 2440/123156
  
• Associated with Single view 3D point cloud reconstruction using novel view synthesis and self-supervised depth estimation
  handle : 2440/126650
  
• Associated with Test Time Transform Prediction for Open Set Histopathological Image Recognition
  handle : 2440/136831
  
• Associated with Training medical image analysis systems like radiologists
  handle : 2440/116529
  
• Associated with Training medical image analysis systems like radiologists
  url : eprints.qut.edu.au/197686/
  
• Associated with Unsupervised task design to meta-train medical image classifiers
  handle : 2440/129003
  
• Associated with Using neural networks and diversifying differential evolution for dynamic optimisation
  handle : 2440/129686
  
• Associated with Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study
  url : eprints.qut.edu.au/232940/
  
Show less related publications