AIMC Topic: ROC Curve

Clear Filters Showing 1191 to 1200 of 3585 articles

Deep Learning Radiomic Analysis of MRI Combined with Clinical Characteristics Diagnoses Placenta Accreta Spectrum and its Subtypes.

Journal of magnetic resonance imaging : JMRI Feb 23, 2024
BACKGROUND: Different placenta accreta spectrum (PAS) subtypes pose varying surgical risks to the parturient. Machine learning model has the potential to diagnose PAS disorder.
Magnetic Resonance Imaging Placenta Accreta Placenta Previa Radiomics Humans Deep Learning Retrospective Studies ROC Curve Pregnancy Female Adult
View on PubMed DOI

Development and Preliminary Validation of a Novel Convolutional Neural Network Model for Predicting Treatment Response in Patients with Unresectable Hepatocellular Carcinoma Receiving Hepatic Arterial Infusion Chemotherapy.

Journal of imaging informatics in medicine Feb 23, 2024
The goal of this study was to evaluate the performance of a convolutional neural network (CNN) with preoperative MRI and clinical factors in predicting the treatment response of unresectable hepatocellular carcinoma (HCC) patients receiving hepatic a...
Hepatic Artery Infusions, Intra-Arterial Retrospective Studies Female Liver Neoplasms Aged Male Humans Carcinoma, Hepatocellular Adult Middle Aged Neural Networks, Computer Antineoplastic Agents Treatment Outcome ROC Curve Magnetic Resonance Imaging
View on PubMed DOI

Integrated machine learning and deep learning for predicting diabetic nephropathy model construction, validation, and interpretability.

Endocrine Feb 23, 2024
OBJECTIVE: To construct a risk prediction model for assisted diagnosis of Diabetic Nephropathy (DN) using machine learning algorithms, and to validate it internally and externally.
Male Middle Aged Deep Learning ROC Curve Diabetic Nephropathies Machine Learning Female Reproducibility of Results Humans Aged
View on PubMed DOI

Improved detection of cholesterol gallstones using quasi-material decomposition images generated from single-energy computed tomography images via deep learning.

Radiological physics and technology Feb 23, 2024
In this study, we developed a method for generating quasi-material decomposition (quasi-MD) images from single-energy computed tomography (SECT) images using a deep convolutional neural network (DCNN). Our aim was to improve the detection of choleste...
Humans Tomography, X-Ray Computed Image Processing, Computer-Assisted Cholesterol Gallstones Male Middle Aged Deep Learning ROC Curve Female Aged Adult
View on PubMed DOI

Towards an EKG for SBO: A Neural Network for Detection and Characterization of Bowel Obstruction on CT.

Journal of imaging informatics in medicine Feb 22, 2024
A neural network was developed to detect and characterize bowel obstruction, a common cause of acute abdominal pain. In this retrospective study, 202 CT scans of 165 patients with bowel obstruction from March to June 2022 were included and partitione...
Intestinal Obstruction Intestine, Small Male Middle Aged ROC Curve Neural Networks, Computer Retrospective Studies Tomography, X-Ray Computed Female Aged Adult Sensitivity and Specificity Humans
View on PubMed DOI

A stroke prediction framework using explainable ensemble learning.

Computer methods in biomechanics and biomedical engineering Feb 21, 2024
The death of brain cells occurs when blood flow to a particular area of the brain is abruptly cut off, resulting in a stroke. Early recognition of stroke symptoms is essential to prevent strokes and promote a healthy lifestyle. FAST tests (looking fo...
Risk Factors ROC Curve Stroke Ensemble Learning Humans Machine Learning
View on PubMed DOI

Biopsy or Follow-up: AI Improves the Clinical Strategy of US BI-RADS 4A Breast Nodules Using a Convolutional Neural Network.

Clinical breast cancer Feb 20, 2024
OBJECTIVES: To develop predictive nomograms based on clinical and ultrasound features and to improve the clinical strategy for US BI-RADS 4A lesions.
Breast Nomograms Female Middle Aged Humans Follow-Up Studies Aged Deep Learning Neural Networks, Computer Biopsy Adult ROC Curve Retrospective Studies Breast Neoplasms Ultrasonography, Mammary
View on PubMed DOI

An integrated machine learning-based model for joint diagnosis of ovarian cancer with multiple test indicators.

Journal of ovarian research Feb 20, 2024
OBJECTIVE: To construct a machine learning diagnostic model integrating feature dimensionality reduction techniques and artificial neural network classifiers to develop the value of clinical routine blood indexes for the auxiliary diagnosis of ovaria...
Humans Neural Networks, Computer ROC Curve Image Processing, Computer-Assisted Magnetic Resonance Imaging Ovarian Neoplasms Machine Learning Female Reproducibility of Results
View on PubMed DOI

A Histopathologic Image Analysis for the Classification of Endocervical Adenocarcinoma Silva Patterns Depend on Weakly Supervised Deep Learning.

The American journal of pathology Feb 19, 2024
Twenty-five percent of cervical cancers are classified as endocervical adenocarcinomas (EACs), which comprise a highly heterogeneous group of tumors. A histopathologic risk stratification system known as the Silva pattern system was developed based o...
Humans Neural Networks, Computer ROC Curve Adenocarcinoma Female Tumor Microenvironment Uterine Cervical Neoplasms Deep Learning
View on PubMed DOI

Development and Validation of Interpretable Machine Learning Models for Clinically Significant Prostate Cancer Diagnosis in Patients With Lesions of PI-RADS v2.1 Score ≥3.

Journal of magnetic resonance imaging : JMRI Feb 16, 2024
BACKGROUND: For patients with PI-RADS v2.1 ≥ 3, prostate biopsy is strongly recommended. Due to the unsatisfactory positive rate of biopsy, improvements in clinically significant prostate cancer (csPCa) risk assessments are required.
Prostate-Specific Antigen Prostate Biopsy Image Interpretation, Computer-Assisted ROC Curve Magnetic Resonance Imaging Prostatic Neoplasms Diffusion Magnetic Resonance Imaging Echo-Planar Imaging Humans Aged Machine Learning Male Retrospective Studies Middle Aged Reproducibility of Results Risk Assessment
View on PubMed DOI
Popular Topics
Recent Journals