AIMC Topic: ROC Curve

Clear Filters Showing 101 to 110 of 3358 articles

Realistic fundus photograph generation for improving automated disease classification.

The British journal of ophthalmology Jun 23, 2025
AIMS: This study aims to investigate whether denoising diffusion probabilistic models (DDPMs) could generate realistic retinal images, and if they could be used to improve the performance of a deep convolutional neural network (CNN) ensemble for mult...
Photography Humans Diabetic Retinopathy Neural Networks, Computer Deep Learning ROC Curve Fundus Oculi Macular Degeneration Retinal Diseases
View on PubMed DOI

Preoperative prediction of severe short-term complications in patients with bladder cancer undergoing radical cystectomy.

Surgical oncology Jun 19, 2025
BACKGROUND AND OBJECTIVE: Radical cystectomy (RC) is associated with a high risk of postoperative complications. The prediction of individual patient risk for severe complications can facilitate preoperative shared decision-making. Patients with elev...
Prognosis Female Aged Male Humans Machine Learning Prospective Studies Urinary Bladder Neoplasms Cystectomy Preoperative Period Preoperative Care Middle Aged Postoperative Complications ROC Curve Follow-Up Studies
View on PubMed DOI

Development of a Machine Learning-Based Predictive Model for Postoperative Delirium in Older Adult Intensive Care Unit Patients: Retrospective Study.

Journal of medical Internet research Jun 19, 2025
BACKGROUND: Delirium is a prevalent phenomenon among patients admitted to the geriatric intensive care unit (ICU) and can adversely impact prognosis and augment the risk of complications.
ROC Curve Delirium Aged Aged, 80 and over Male Postoperative Complications Retrospective Studies Intensive Care Units Female Humans Machine Learning
View on PubMed DOI

Deep learning for differential diagnosis of parotid tumors based on 2.5D magnetic resonance imaging.

Annals of medicine Jun 18, 2025
PURPOSE: Accurate preoperative diagnosis of parotid gland tumors (PGTs) is crucial for surgical planning since malignant tumors require more extensive excision. Though fine-needle aspiration biopsy is the diagnostic gold standard, its sensitivity in ...
ROC Curve Adult Magnetic Resonance Imaging Parotid Neoplasms Male Humans Diagnosis, Differential Biopsy, Fine-Needle Middle Aged Retrospective Studies Parotid Gland Deep Learning Female Aged
View on PubMed DOI

DeepRice6mA: A convolutional neural network approach for 6mA site prediction in the rice Genome.

PloS one Jun 18, 2025
As one of the most critical post-replication modifications, N6-methylation (6mA) at adenine residue plays an important role in a variety of biological functions. Existing computational methods for identifying 6mA sites across large genomic regions te...
Deep Learning Convolutional Neural Networks ROC Curve Computational Biology DNA Methylation Oryza Adenine Genome, Plant Neural Networks, Computer
View on PubMed DOI

Application Value of Deep Learning-Based AI Model in the Classification of Breast Nodules.

British journal of hospital medicine (London, England : 2005) Jun 15, 2025
Breast nodules are highly prevalent among women, and ultrasound is a widely used screening tool. However, single ultrasound examinations often result in high false-positive rates, leading to unnecessary biopsies. Artificial intelligence (AI) has dem...
Retrospective Studies Female Aged Adult Humans Neural Networks, Computer Artificial Intelligence Deep Learning ROC Curve Ultrasonography, Mammary Breast Sensitivity and Specificity Breast Neoplasms Middle Aged
View on PubMed DOI

Development and validation of a cardiac surgery-associated acute kidney injury prediction model using the MIMIC-IV database.

PloS one Jun 12, 2025
OBJECTIVE: This study aimed to develop an innovative early prediction model for acute kidney injury (AKI) following cardiac surgery in intensive care unit (ICU) settings, leveraging preoperative and postoperative clinical variables, and to identify k...
Middle Aged Postoperative Complications ROC Curve Logistic Models Female Risk Factors Aged Male Cardiac Surgical Procedures Humans Algorithms Databases, Factual Retrospective Studies Acute Kidney Injury Intensive Care Units
View on PubMed DOI

28-day all-cause mortality in patients with alcoholic cirrhosis: a machine learning prediction model based on the MIMIC-IV.

Clinical and experimental medicine Jun 11, 2025
To develop and validate a machine learning prediction model for 28-day all-cause mortality in patients with alcoholic cirrhosis using data from the MIMIC-IV database. The data of 2134 patients diagnosed with alcoholic cirrhosis (AC) were obtained fro...
Middle Aged ROC Curve Liver Cirrhosis, Alcoholic Aged Humans Adult Machine Learning Male Female Risk Factors
View on PubMed DOI

The value of intratumoral and peritumoral ultrasound radiomics model constructed using multiple machine learning algorithms for non-mass breast cancer.

Scientific reports Jun 6, 2025
To investigate the diagnostic capability of multiple machine learning algorithms combined with intratumoral and peritumoral ultrasound radiomics models for non-massive breast cancer in dense breast backgrounds. Manual segmentation of ultrasound image...
Radiomics Female Nomograms Humans Middle Aged Machine Learning Aged Ultrasonography, Mammary Ultrasonography Algorithms Adult ROC Curve Breast Neoplasms
View on PubMed DOI

Predicting opportunities for improvement in trauma care using machine learning: a retrospective registry-based study at a major trauma centre.

BMJ open Jun 6, 2025
OBJECTIVE: To develop models to predict opportunities for improvement in trauma care and compare the performance of these models to the currently used audit filters.
Middle Aged ROC Curve Logistic Models Registries Retrospective Studies Quality Improvement Female Injury Severity Score Adult Humans Wounds and Injuries Male Machine Learning Trauma Centers
View on PubMed DOI
Popular Topics
Recent Journals