Towards equitable AI in oncology
VS Viswanathan, V Parmar… - Nature Reviews Clinical …, 2024 - nature.com
Artificial intelligence (AI) stands at the threshold of revolutionizing clinical oncology, with
considerable potential to improve early cancer detection and risk assessment, and to enable …
considerable potential to improve early cancer detection and risk assessment, and to enable …
BiGRU-attention for Continuous blood pressure trends estimation through single channel PPG
Background Physiological parameter monitoring based on photoplethysmography (PPG)
detection has the advantage of fast, portable, and non-invasive. Changes in the morphology …
detection has the advantage of fast, portable, and non-invasive. Changes in the morphology …
[HTML][HTML] Medical-informed machine learning: integrating prior knowledge into medical decision systems
C Sirocchi, A Bogliolo, S Montagna - BMC Medical Informatics and …, 2024 - Springer
Background Clinical medicine offers a promising arena for applying Machine Learning (ML)
models. However, despite numerous studies employing ML in medical data analysis, only a …
models. However, despite numerous studies employing ML in medical data analysis, only a …
Feature engineering-based analysis of DaTSCAN-SPECT imaging-derived features in the detection of SWEDD and Parkinson's disease
Scans without evidence of dopamine deficit (SWEDD) refer to patients with a normal
dopamine transporter scan who have been clinically considered to have Parkinson's …
dopamine transporter scan who have been clinically considered to have Parkinson's …
[HTML][HTML] Integrating functional data analysis with case-based reasoning for hypertension prognosis and diagnosis based on real-world electronic health records
P Qi, F Wang, Y Huang, X Yang - BMC Medical Informatics and Decision …, 2022 - Springer
Background Hypertension is the fifth chronic disease causing death worldwide. The early
prognosis and diagnosis are critical in the hypertension care process. Inspired by human …
prognosis and diagnosis are critical in the hypertension care process. Inspired by human …
Multi-label quantification
A Moreo, M Francisco, F Sebastiani - ACM Transactions on Knowledge …, 2023 - dl.acm.org
Quantification, variously called supervised prevalence estimation or learning to quantify, is
the supervised learning task of generating predictors of the relative frequencies (aka …
the supervised learning task of generating predictors of the relative frequencies (aka …
Cuff-Less Blood Pressure Monitoring in a Cohort of People with Parkinson's Disease
Parkinson's disease is often considered as a “movement disorder”. Nevertheless, People
with Parkinson's (PwPD) may also experience other non-motor symptoms, such as …
with Parkinson's (PwPD) may also experience other non-motor symptoms, such as …
Evaluation of cuff-less blood pressure monitoring models over multiple data sets
J Barnes, C Crowe, B O'Flynn… - 2023 34th Irish Signals …, 2023 - ieeexplore.ieee.org
Blood pressure (BP) monitoring via cuffless devices has gained significant attention in the
last few years. Despite a plethora of works having been produced in this field based on …
last few years. Despite a plethora of works having been produced in this field based on …
[HTML][HTML] Three-dimensional wavelet decomposition-based radiomics analysis for tumor characterization in patients with oropharyngeal squamous cell carcinoma
H Bagher-Ebadian, F Siddiqui, AI Ghanem… - …, 2022 - f1000research.com
Background: We investigated the potential predictive value along with interpretability of the
three-dimensional wavelet decomposition (3D-WD)-based radiomics analysis for …
three-dimensional wavelet decomposition (3D-WD)-based radiomics analysis for …
Multi-Label Quantification
A Moreo Fernández, MF Aparicio, F Sebastiani - 2023 - digibug.ugr.es
Quantification, variously called supervised prevalence estimation or learning to quantify, is
the supervised learning task of generating predictors of the relative frequencies (aka …
the supervised learning task of generating predictors of the relative frequencies (aka …