FUTURE-AI: guiding principles and consensus recommendations for trustworthy artificial intelligence in medical imaging

…, N Lazrak, K Kushibar, G Tsakou, S Aussó… - arXiv preprint arXiv …, 2021 - arxiv.org
… The recent advancements in artificial intelligence (AI) combined with the extensive amount
of data generated by today’s clinical systems, has led to the development of imaging AI …

[HTML][HTML] Comprehensive analysis of copy number aberrations in microsatellite stable colon cancer in view of stromal component

MH Alonso, S Aussó, A Lopez-Doriga… - British journal of …, 2017 - nature.com
… Furthermore, partial Pearson’s correlation was calculated to assess adjusted correlations
between the quantitative CNE at each region and gene expression changes. These analyses …

Exome Sequencing Reveals AMER1 as a Frequently Mutated Gene in Colorectal Cancer

…, F Bellido, MH Alonso, S Aussó, E Guinó, S Beltrán… - Clinical cancer …, 2015 - AACR
Purpose: Somatic mutations occur at early stages of adenoma and accumulate throughout
colorectal cancer progression. The aim of this study was to characterize the mutational …

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

…, S Napel, S Colantonio, S Albarqouni, S Joshi… - arXiv preprint arXiv …, 2023 - arxiv.org
… impact on both the tool’s fairness and the model’s accuracy. Importantly, any potential bias
should be documented and reported to inform the end-users and citizens (see Traceability 2). …

[HTML][HTML] Epigenetics override pro-inflammatory PTGS transcriptomic signature towards selective hyperactivation of PGE2 in colorectal cancer

…, A Díez-Villanueva, L Paré, P Prieto, S Aussó… - Clinical …, 2015 - Springer
… As a metabolic pathway, the PTGS pathway signaling is a result of an individual’s metabolic
state, being directly responsive to environmental exposures. On the other hand, diet and …

Multitrait genome association analysis identifies new susceptibility genes for human anthropometric variation in the GCAT cohort

…, R Pluvinet, J Velasco, L Ramos, S Aussó… - Journal of Medical …, 2018 - jmg.bmj.com
… If you wish to reuse any or all of this article please use the link below which will take you to
the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and …

[HTML][HTML] The Holistic perspective of the INCISIVE Project—Artificial intelligence in screening mammography

I Lazic, F Agullo, S Ausso, B Alves, C Barelle… - Applied Sciences, 2022 - mdpi.com
… This research received funding mainly from the European Union’s Horizon 2020 research
and innovation program under grant agreement no 952179. It was also partially funded by the …

DNA methylation events in transcription factors and gene expression changes in colon cancer

…, MH Alonso, L Pare-Brunet, S Ausso… - …, 2020 - Future Medicine
… We used β-values, the Illumina’s standard, to measure methylation level at each locus. β-values
are calculated using the average probe intensity and they range from 0 to 1, being β = 0 …

New methylation biomarker panel for early diagnosis of dysplasia or cancer in high-risk inflammatory bowel disease patients

D Azuara, S Aussó, F Rodriguez-Moranta… - Inflammatory Bowel …, 2018 - academic.oup.com
Background The risk of developing colorectal cancer (CRC) is increased in patients with
inflammatory bowel disease (IBD) of the colon. The aim of the study was to evaluate the …

[HTML][HTML] COLONOMICS-integrative omics data of one hundred paired normal-tumoral samples from colon cancer patients

…, E Guinó, A Lopez-Doriga, A Berenguer, S Aussó… - Scientific data, 2022 - nature.com
… That’s why we have shared raw data for each omic layer in addition to preprocessed data.
Specifically, for the case of whole exome sequencing data that was processed 8 years ago, …