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AI For Medical Image Analytics

Quantitative cephalometric analysis is a standard clinical and research tool in modern orthodontics which plays an integral role in orthodontic diagnosis, maxillofacial surgery, and treatment planning. The accurate identification and reproducible localization of cephalometric landmarks allows the quantification and classification of anatomical…

Cancer is a leading cause of death worldwide, accounting for nearly 10 million deaths in 2021, due to late-stage presentation and lack of early diagnosis. This disease results from transformation of normal cells into tumours…

Detection & segmentation of anatomical structures in retinal images

The blood vessels, optic disk, fovea and macula are essential anatomical structures in the human retina. The optic disc is

Digital biomarker for cancer prognosis

Oral squamous cell carcinoma (OSCC) is the most common type of head and neck (H&N) cancers with an increasing worldwide incidence and a worsening prognosis.

Cellular community detection for tissue phenotyping in digital histology images

Classification of various types of tissue in cancer histology images based on the cellular compositions is an important step towards the development of computational pathology tools for systematic digital profiling of the spatial tumor microenvironment.

Segmentation of micro-vessels and nerves in digital histology images

Segmentation of micro-vessels and nerves in digital histology images Segmentation of micro-vessels and nerves in digital histology images Perineural invasion (PNI), lymphovascular invasion (LVI) and tumor angiogenesis have strong correlation with cancer recurrence, metastasis and poor patient survival. The accurate segmentations of nerves and microvessels can be considered as the preliminary step in objective identification …

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Retinal imaging has rapidly grown within ophthalmology in the past twenty years. The availability of low cost fundus cameras to take direct images of the retina, fundus photography, makes it possible to examine the eye for the presence of many different eye diseases with a simple, non-invasive method.

According to Cancer Research UK, there are around One Million cancer deaths every year between 2016-2018. Cancer accounts for more than a quarter (28%) of all deaths during 2018. Medical experts distinguish over 100 different types of cancer.