Vision Transformers in medical computer vision—A contemplative retrospection
Abstract Vision Transformers (ViTs), with the magnificent potential to unravel the information
contained within images, have evolved as one of the most contemporary and dominant …
contained within images, have evolved as one of the most contemporary and dominant …
Unmet needs and perspectives in oral cancer prevention
Simple Summary Oral cavity is the most common site of head and neck cancer which is
ranked as the eighth most common cancer worldwide. Oral cancer treatment is often …
ranked as the eighth most common cancer worldwide. Oral cancer treatment is often …
Attention augmented distance regression and classification network for nuclei instance segmentation and type classification in histology images
Nuclei instance segmentation and classification in histology plays a major role in routine
pathology image examination, which enable morphological features analysis that further …
pathology image examination, which enable morphological features analysis that further …
Simultaneous nuclear instance and layer segmentation in oral epithelial dysplasia
AJ Shephard, S Graham, S Bashir… - Proceedings of the …, 2021 - openaccess.thecvf.com
Oral epithelial dysplasia (OED) is a pre-malignant histopathological diagnosis given to
lesions of the oral cavity. Predicting OED grade or whether a case will transition to …
lesions of the oral cavity. Predicting OED grade or whether a case will transition to …
Nuclei and glands instance segmentation in histology images: a narrative review
Examination of tissue biopsy and quantification of the various characteristics of cellular
processes are clinical benchmarks in cancer diagnosis. Nuclei and glands instance …
processes are clinical benchmarks in cancer diagnosis. Nuclei and glands instance …
A digital score of peri‐epithelial lymphocytic activity predicts malignant transformation in oral epithelial dysplasia
Oral squamous cell carcinoma (OSCC) is amongst the most common cancers, with more
than 377,000 new cases worldwide each year. OSCC prognosis remains poor, related to …
than 377,000 new cases worldwide each year. OSCC prognosis remains poor, related to …
Nuclei probability and centroid map network for nuclei instance segmentation in histology images
Nuclei instance segmentation is an integral step in digital pathology workflow as it is a
prerequisite for most downstream tasks such as patient survival analysis, precision …
prerequisite for most downstream tasks such as patient survival analysis, precision …
Targeting the genetic landscape of oral potentially malignant disorders has the potential as a preventative strategy in oral cancer
This study reviews the molecular landscape of oral potentially malignant disorders (OPMD).
We examine the impact of tumour heterogeneity, the spectrum of driver mutations (TP53 …
We examine the impact of tumour heterogeneity, the spectrum of driver mutations (TP53 …
A fully automated and explainable algorithm for predicting malignant transformation in oral epithelial dysplasia
Oral epithelial dysplasia (OED) is a premalignant histopathological diagnosis given to
lesions of the oral cavity. Its grading suffers from significant inter-/intra-observer variability …
lesions of the oral cavity. Its grading suffers from significant inter-/intra-observer variability …
Multiscale dilated unet for segmentation of multi-organ nuclei in digital histology images
Millions of deaths occurs every year due to various kinds of cancer. Late diagnosis and no
proper treatment planning are the main contributing factors of these deaths. Tissue slides …
proper treatment planning are the main contributing factors of these deaths. Tissue slides …