Explaining Machine Learning Models for Clinical Gait Analysis

16/01/2022.

The scientific work "Explaining Machine Learning Models for Clinical Gait Analysis", with the support of iToBoS project, has been published.

[GE] Hautkrebs: Forscher der Universität Hannover entwickeln neuen, intelligenten Ganzkörper-Scanner

11/01/2022.

In this document we present a video on the development of optics for the new generation of scanners of the iToBoS project. The document is in German.

Research position

7/01/2022.

The selection process for the coverage of a graduate / research support position (G3-Research Support Staff) for the research support of the CLINICAL FOUNDATION FOR BIOMEDICAL RESEARCH (FCRB) to be part of the research project: “iToBoS: Intelligent Total Body Scanner for Early Detection of Melanoma”.

Finding and removing Clever Hans: Using explanation methods to debug and improve deep models

4/01/2022.

The scientific work "Finding and removing Clever Hans: Using explanation methods to debug and improve deep models", with the support of iToBoS project, was published in ScienceDirect.

Merry Christmas and all the best for 2022 !!!

24/12/20921

The iToBoS team wishes you MERRY CHRISTMAS and all the best for a healthy and successful 2022 ! 

Hannover physicists develop intelligent imaging for the early detection of skin cancer

23/12/2021.

PhoenixD member Prof. Dr. Bernhard Roth and his team are part of the iToBoS project, which the European Union funds with twelve million euros.

Explain and improve: LRP-inference fine-tuning for image captioning models

20/12/2021.

The work “Explain and improve: LRP-inference fine-tuning for image captioning models”, with the support of iToBoS project, has been published in ScienceDirect.

Information patients with melanoma spontaneously report about health-related quality of life on web-based forums: case study

8/12/2021.

The work "Information Patients With Melanoma Spontaneously Report About Health-Related Quality of Life on Web-Based Forums: Case Study", with the support of iToBoS project, has been published in JMIR, the Journal of Medical Internet Research.

The value of data in iToBoS system

22/11/2021.

The overall aim of the iToBoS project is to build new diagnostic tools for the early detection of melanoma, exploiting all the available information of the patient.

iToBoS in Diari de Girona

10/11/2021.

iToBoS project appears in an article of Diari de Girona, a national newspaper. The article, titled ”Artificial intelligence against melanoma” is written in Catalan.