AIMC Topic:
Female

Clear Filters Showing 1441 to 1450 of 24291 articles

Predicting diabetic retinopathy based on routine laboratory tests by machine learning algorithms.

European journal of medical research Mar 18, 2025
OBJECTIVES: This study aimed to identify risk factors for diabetic retinopathy (DR) and develop machine learning (ML)-based predictive models using routine laboratory data in patients with type 2 diabetes mellitus (T2DM).
Aged Humans Diabetes Mellitus, Type 2 Diabetic Retinopathy Machine Learning Adult Support Vector Machine Algorithms Neural Networks, Computer Male Female Middle Aged Risk Factors
View on PubMed DOI

Denoised recurrence label-based deep learning for prediction of postoperative recurrence risk and sorafenib response in HCC.

BMC medicine Mar 18, 2025
BACKGROUND: Pathological images of hepatocellular carcinoma (HCC) contain abundant tumor information that can be used to stratify patients. However, the links between histology images and the treatment response have not been fully unveiled.
Carcinoma, Hepatocellular Neoplasm Recurrence, Local Sorafenib Antineoplastic Agents Female Humans Deep Learning Aged Prognosis Liver Neoplasms Male Middle Aged
View on PubMed DOI

Does gender matter? The impact of gender and gender match on the relation between destructive leadership and follower outcomes.

BMC psychology Mar 18, 2025
BACKGROUND: Destructive leadership has been linked to negative consequences for both organizations and followers. Research has also shown that leader gender affects follower perceptions of leadership behavior and follower outcomes [1-3]. However, kno...
Adult Burnout, Professional Humans Personnel Turnover Leadership Female Surveys and Questionnaires Male Sweden Job Satisfaction Sex Factors Middle Aged
View on PubMed DOI

Interpretable machine learning models for prolonged Emergency Department wait time prediction.

BMC health services research Mar 18, 2025
OBJECTIVE: Prolonged Emergency Department (ED) wait times lead to diminished healthcare quality. Utilizing machine learning (ML) to predict patient wait times could aid in ED operational management. Our aim is to perform a comprehensive analysis of M...
Machine Learning Retrospective Studies Triage Female Emergency Service, Hospital Aged Humans Waiting Lists Adult Male Middle Aged Time Factors
View on PubMed DOI

A semi-supervised convolutional neural network for diagnosis of pancreatic ductal adenocarcinoma based on EUS-FNA cytological images.

BMC cancer Mar 18, 2025
BACKGROUND: The cytological diagnostic process of EUS-FNA smears is time-consuming and manpower-intensive, and the conclusion could be subjective and controversial. Moreover, the relative lack of cytopathologists has limited the widespread implementa...
Male Middle Aged Neural Networks, Computer Convolutional Neural Networks Female Pancreatic Neoplasms Aged Carcinoma, Pancreatic Ductal Humans Sensitivity and Specificity Endoscopic Ultrasound-Guided Fine Needle Aspiration
View on PubMed DOI

Utilizing machine learning algorithms for predicting Anxiety-Depression Comorbidity Syndrome in Gastroenterology Inpatients (ADCS-GI).

BMC psychiatry Mar 18, 2025
BACKGROUND: Accurately diagnosing Anxiety-Depression Comorbidity Syndrome in Gastroenterology Inpatients (ADCS-GI) shows significant challenges as traditional diagnostic methods fail to meet expectations due to patient hesitance and non-psychiatric h...
Middle Aged Anxiety Adult Comorbidity Humans Depression Sensitivity and Specificity Anxiety Disorders Machine Learning Inpatients Male Decision Trees Gastroenterology Gastrointestinal Diseases Algorithms Female Aged
View on PubMed DOI

Deep learning based on intratumoral heterogeneity predicts histopathologic grade of hepatocellular carcinoma.

BMC cancer Mar 18, 2025
OBJECTIVES: The potential of medical imaging to non-invasively assess intratumoral heterogeneity (ITH) is increasingly being recognized. This study aimed to investigate the value of the ITH-based deep learning model for preoperative prediction of his...
Adult Male Middle Aged Deep Learning Humans Prognosis Female Aged Liver Neoplasms Carcinoma, Hepatocellular Magnetic Resonance Imaging Neoplasm Grading
View on PubMed DOI

Leveraging machine learning for precision medicine: a predictive model for cognitive impairment in cholestasis patients.

BMC gastroenterology Mar 18, 2025
BACKGROUND: Cholestasis, characterized by impaired bile flow, impacts cognitive function through systemic mechanisms, including inflammation and metabolic dysregulation. Despite its significance, targeted predictive models for cognitive impairment in...
Humans Machine Learning Precision Medicine Female Middle Aged Cognitive Dysfunction Cholestasis Aged Adult Male
View on PubMed DOI

Life's Crucial 9 and NAFLD from association to SHAP-interpreted machine learning predictions.

Scientific reports Mar 18, 2025
Non-alcoholic fatty liver disease (NAFLD) is the most prevalent chronic liver disease worldwide. Cardiovascular disease (CVD) and NAFLD share multiple common risk factors. Life's Crucial 9 (LC9), a novel indicator for comprehensive assessment of card...
Nutrition Surveys Non-alcoholic Fatty Liver Disease Proportional Hazards Models Machine Learning Kaplan-Meier Estimate Female Risk Factors Aged Adult Male Cardiovascular Diseases Middle Aged Humans
View on PubMed DOI

Construction of a machine learning-based interpretable prediction model for acute kidney injury in hospitalized patients.

Scientific reports Mar 18, 2025
In this observational study, we used data from 59,936 hospitalized adults to construct a model. For the models constructed with all 53 variables, all five models achieved acceptable performance with the validation cohort, with the extreme gradient bo...
Humans Machine Learning Acute Kidney Injury Female Male Middle Aged Support Vector Machine Area Under Curve Risk Factors Hospitalization Aged Adult
View on PubMed DOI
Popular Topics
Recent Journals