Image Colour Transfer

6/05/2022.

Image colour transfer aims to alter the colours of one image (source) to mimic the appearance and colour palette of another one (target).

Image segmentation for dermoscopy

4/05/2022.

In this blogpost we will talk about the importance of image segmentation for dermoscopy as well as other medical imaging techniques. For skin cancer screening it is of importance to segment the nevus from the skin.

Classification system for skin lesions, the more detailed the better

3/05/2022.

Skin cancer is one of the most common cancers in the world. Late-stage skin cancers spreads to internal organs and become fatal. Early-stage skin cancer can be cured with a high survival rate, while the 5-year survival rate for skin cancer is extremely low. 

Image Super-Resolution

2/05/2022.

Image Super-Resolution is the task of restoring a high-resolution image out of one or several lower resolution images. A simple enlargement of the image would produce a blurred result, so a special approach is needed to boost the apparent resolution and enhance image sharpness.

Image Deblurring

29/04/2022.

Image deblurring is the technique of removing blurring artifacts from an image that can come from object motion, camera shake or out-of-focus blur.

An introduction to image denoising

26/04/2022.

Image acquisition comes with unavoidable and unwanted noise acquisition due to camera hardware limitations and illumination challenges, making image denoising a fundamental task in image processing.

Efficient AI Predictions through Explainability-driven Neural Network Quantization

21/04/2022.

Solving increasingly complex real-world problems, continuously contributes to the success of deep neural networks (DNNs). DNNs have long been established in numerous machine learning tasks and for this have been significantly improved in the past decade.

Overview of machine learning based approaches for non-contact dermoscopy

15/04/2022.

In iToBoS, machine learning/ artificial intelligence is key to combine all the design and make the system really a standout product.

The importance of Early Detection in the light of COVID-19

13/04/2022.

Melanoma has a poor prognosis with median survival of 6-9 months in the absence of timely diagnosis and treatment.

[FR] Quelle éthique pour l’intelligence artificielle en santé ?

11/04/2022.

Intégrer l’intelligence artificielle au domaine médical, c’est se poser les bonnes questions, notamment au niveau éthique.