Data Mining in Biomedical informatics and Healthcare

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BioData Mining

Publishing innovative data science and big data research, BioData Mining advances research on all aspects of data mining applied to high-dimensional biological and biomedical...

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Showing 1-22 of 22 articles

Identifying heterogeneous subgroups of systemic autoimmune diseases by applying a joint dimension reduction and clustering approach to immunomarkers
Chia-Wei Chang
Hsin-Yao Wang
Yi-Ju Tseng
Research Open access 16 September 2024 Article: 36
Development, evaluation and comparison of machine learning algorithms for predicting in-hospital patient charges for congestive heart failure exacerbations, chronic obstructive pulmonary disease exacerbations and diabetic ketoacidosis
Monique Arnold
Lathan Liou
Mary Regina Boland
Research Open access 12 September 2024 Article: 35
Enhanced labor pain monitoring using machine learning and ECG waveform analysis for uterine contraction-induced pain
Yuan-Chia Chu
Saint Shiou-Sheng Chen
Li-Kuei Chen
Research Open access 07 September 2024 Article: 32
QIGTD: identifying critical genes in the evolution of lung adenocarcinoma with tensor decomposition
Bolin Chen
Jinlei Zhang
Xuequn Shang
Research Open access 04 September 2024 Article: 30
Processing imbalanced medical data at the data level with assisted-reproduction data as an example
Junliang Zhu
Shaowei Pu
Hongbo Liu
Research Open access 04 September 2024 Article: 29
Deep learning for automatic calcium detection in echocardiography
Luís B. Elvas
Sara Gomes
Tomás Brandão
Research Open access 28 August 2024 Article: 27
Building RadiologyNET: an unsupervised approach to annotating a large-scale multimodal medical database
Mateja Napravnik
Franko Hržić
Ivan Štajduhar
Research Open access 12 July 2024 Article: 22
Saliency-driven explainable deep learning in medical imaging: bridging visual explainability and statistical quantitative analysis
Yusuf Brima
Marcellin Atemkeng
Research Open access 22 June 2024 Article: 18
Machine-learning-based models to predict cardiovascular risk using oculomics and clinic variables in KNHANES
Yuqi Zhang
Sijin Li
Kun Zhang
Research Open access 22 April 2024 Article: 12
Assessment of the causal relationship between gut microbiota and cardiovascular diseases: a bidirectional Mendelian randomization analysis
Xiao-Ce Dai
Yi Yu
Hong Ma
Research Open access 26 February 2024 Article: 6
Revealing third-order interactions through the integration of machine learning and entropy methods in genomic studies
Burcu Yaldız
Onur Erdoğan
Yeşim Aydın Son
Research Open access 30 January 2024 Article: 3
Antibody selection strategies and their impact in predicting clinical malaria based on multi-sera data
André Fonseca
Mikolaj Spytek
Nuno Sepúlveda
Research Open access 25 January 2024 Article: 2
Optimizing age-related hearing risk predictions: an advanced machine learning integration with HHIE-S
Tzong-Hann Yang
Yu-Fu Chen
Yuan-Chia Chu
Research Open access 14 December 2023 Article: 35
Prescription pattern analysis of Type 2 Diabetes Mellitus: a cross-sectional study in Isfahan, Iran
Elnaz Ziad
Somayeh Sadat
Mohammad-Reza Malekpour
Research Open access 20 October 2023 Article: 29
Neural network-based prognostic predictive tool for gastric cardiac cancer: the worldwide retrospective study
Wei Li
Minghang Zhang
Yuanming Pan
Research Open access 18 July 2023 Article: 21
Comparison of cancer subtype identification methods combined with feature selection methods in omics data analysis
JiYoon Park
Jae Won Lee
Mira Park
Methodology Open access 07 July 2023 Article: 18
Signature literature review reveals AHCY, DPYSL3, and NME1 as the most recurrent prognostic genes for neuroblastoma
Davide Chicco
Tiziana Sanavia
Giuseppe Jurman
Research Open access 04 March 2023 Article: 7
iU-Net: a hybrid structured network with a novel feature fusion approach for medical image segmentation
Yun Jiang
Jinkun Dong
Jing Liang
Research Open access 21 February 2023 Article: 5
Classification of breast cancer recurrence based on imputed data: a simulation study
Rahibu A. Abassi
Amina S. Msengwa
Research Open access 07 December 2022 Article: 30
Detecting diseases in medical prescriptions using data mining methods
Sana Nazari Nezhad
Mohammad H. Zahedi
Elham Farahani
Research Open access 24 November 2022 Article: 29
An unsupervised image segmentation algorithm for coronary angiography
Zong-Xian Yin
Hong-Ming Xu
Methodology Open access 21 October 2022 Article: 27
A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature
Pratik Devkota
Somya D. Mohanty
Prashanti Manda
Research Open access 28 September 2022 Article: 22

Data Mining in Biomedical informatics and Healthcare

Participating journal

BioData Mining

Articles

Identifying heterogeneous subgroups of systemic autoimmune diseases by applying a joint dimension reduction and clustering approach to immunomarkers

Development, evaluation and comparison of machine learning algorithms for predicting in-hospital patient charges for congestive heart failure exacerbations, chronic obstructive pulmonary disease exacerbations and diabetic ketoacidosis

Enhanced labor pain monitoring using machine learning and ECG waveform analysis for uterine contraction-induced pain

QIGTD: identifying critical genes in the evolution of lung adenocarcinoma with tensor decomposition

Processing imbalanced medical data at the data level with assisted-reproduction data as an example

Deep learning for automatic calcium detection in echocardiography

Building RadiologyNET: an unsupervised approach to annotating a large-scale multimodal medical database

Saliency-driven explainable deep learning in medical imaging: bridging visual explainability and statistical quantitative analysis

Machine-learning-based models to predict cardiovascular risk using oculomics and clinic variables in KNHANES

Assessment of the causal relationship between gut microbiota and cardiovascular diseases: a bidirectional Mendelian randomization analysis

Revealing third-order interactions through the integration of machine learning and entropy methods in genomic studies

Antibody selection strategies and their impact in predicting clinical malaria based on multi-sera data

Optimizing age-related hearing risk predictions: an advanced machine learning integration with HHIE-S

Prescription pattern analysis of Type 2 Diabetes Mellitus: a cross-sectional study in Isfahan, Iran

Neural network-based prognostic predictive tool for gastric cardiac cancer: the worldwide retrospective study

Comparison of cancer subtype identification methods combined with feature selection methods in omics data analysis

Signature literature review reveals AHCY, DPYSL3, and NME1 as the most recurrent prognostic genes for neuroblastoma

iU-Net: a hybrid structured network with a novel feature fusion approach for medical image segmentation

Classification of breast cancer recurrence based on imputed data: a simulation study

Detecting diseases in medical prescriptions using data mining methods

An unsupervised image segmentation algorithm for coronary angiography

A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature

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