Bias and unfairness in machine learning models: a systematic review on datasets, tools, fairness metrics, and identification and mitigation methods

…, GOR Cruz, MM Araujo, LL Santos… - Big data and cognitive …, 2023 - mdpi.com
One of the difficulties of artificial intelligence is to ensure that model decisions are fair and
free of bias. In research, datasets, metrics, techniques, and tools are applied to detect and …

Mitochondrial dysfunction in neurodegenerative diseases and cancer

MB De Moura, LS Dos Santos… - Environmental and …, 2010 - Wiley Online Library
Mitochondria are important integrators of cellular function and therefore affect the homeostatic
balance of the cell. Besides their important role in producing adenosine triphosphate …

Recent progress in amine gas sensors for food quality monitoring: novel architectures for sensing materials and systems

…, MHM Facure, RC Sanfelice, L Fugikawa-Santos… - ACS …, 2022 - ACS Publications
The increasing demand for food production has necessitated the development of sensitive
and reliable methods of analysis, which allow for the optimization of storage and distribution …

Dopaminergic control of sleep–wake states

K Dzirasa, S Ribeiro, R Costa, LM Santos… - Journal of …, 2006 - Soc Neuroscience
Dopamine depletion is involved in the pathophysiology of Parkinson's disease, whereas
hyperdopaminergia may play a fundamental role in generating endophenotypes associated …

Ramucirumab monotherapy for previously treated advanced gastric or gastro-oesophageal junction adenocarcinoma (REGARD): an international, randomised …

…, R Passalacqua, C Goswami, H Safran, LV Dos Santos… - The Lancet, 2014 - thelancet.com
Background Vascular endothelial growth factor (VEGF) and VEGF receptor-2 (VEGFR-2)-mediated
signalling and angiogenesis can contribute to the pathogenesis and progression of …

International multicenter analysis of brain structure across clinical stages of Parkinson's disease

…, CS Rocha, C Rummel, LSR Santos… - Movement …, 2021 - Wiley Online Library
Background Brain structure abnormalities throughout the course of Parkinson's disease have
yet to be fully elucidated. Objective Using a multicenter approach and harmonized analysis …

Mesenchymal glioma stem cells are maintained by activated glycolytic metabolism involving aldehyde dehydrogenase 1A3

…, J Li, SH Kim, P Li, L Santana-Santos… - Proceedings of the …, 2013 - National Acad Sciences
Tumor heterogeneity of high-grade glioma (HGG) is recognized by four clinically relevant
subtypes based on core gene signatures. However, molecular signaling in glioma stem cells (…

Facilitation of memory encoding in primate hippocampus by a neuroprosthesis that promotes task-specific neural firing

RE Hampson, D Song, I Opris, LM Santos… - Journal of neural …, 2013 - iopscience.iop.org
Objective. Memory accuracy is a major problem in human disease and is the primary factor
that defines Alzheimer's, ageing and dementia resulting from impaired hippocampal function …

Analytical performance of the ThyroSeq v3 genomic classifier for cancer diagnosis in thyroid nodules

…, M Barbi de Moura, K Callenberg, L Santana‐Santos… - Cancer, 2018 - Wiley Online Library
BACKGROUND Molecular tests have clinical utility for thyroid nodules with indeterminate
fine‐needle aspiration (FNA) cytology, although their performance requires further …

Effects of aerobic exercise intensity on ambulatory blood pressure and vascular responses in resistant hypertension: a crossover trial

LP Santos, RS Moraes, PJC Vieira, GI Ash… - Journal of …, 2016 - journals.lww.com
Background: Resistant hypertension often exposes patients to poor blood pressure (BP)
control, resulting in clinical vulnerability, possible need for device-based procedures (…