On Kenn's Rule of Combination Applied to Breast Cancer Precision Therapy

03/01/2023
by   Jean Dezert, et al.
0

This short technical note points out an erroneous claim about a new rule of combination of basic belief assignments presented recently by Kenn et al. in 2023, referred as Kenn's rule of combination (or just as KRC for short). We prove thanks a very simple counter-example that Kenn's rule is not associative. Consequently, the results of the method proposed by Kenn et al. highly depends on the ad-hoc sequential order chosen for the fusion process as proposed by the authors. This serious problem casts in doubt the interest of this method and its real ability to provide trustful results and to make good decisions to help for precise breast cancer therapy.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
02/22/2018

Classification of Breast Cancer Histology using Deep Learning

Breast Cancer is a major cause of death worldwide among women. Hematoxyl...
research
03/28/2023

Enhancing Breast Cancer Risk Prediction by Incorporating Prior Images

Recently, deep learning models have shown the potential to predict breas...
research
02/28/2020

The importance of transparency and reproducibility in artificial intelligence research

In their study, McKinney et al. showed the high potential of artificial ...
research
09/03/2021

Investigate the Correlation of Breast Cancer Dataset using Different Clustering Technique

The objectives of this paper are to explore ways to analyze breast cance...
research
06/18/2015

A tree augmented naive Bayesian network experiment for breast cancer prediction

In order to investigate the breast cancer prediction problem on the agin...
research
09/25/2010

REx: An Efficient Rule Generator

This paper describes an efficient algorithm REx for generating symbolic ...
research
11/10/2022

Perfectly predicting ICU length of stay: too good to be true

A paper of Alsinglawi et al was recently accepted and published in Scien...

Please sign up or login with your details

Forgot password? Click here to reset