AIMC Topic: Disease-Free Survival

Clear Filters Showing 101 to 110 of 123 articles

Predicting peritoneal recurrence and disease-free survival from CT images in gastric cancer with multitask deep learning: a retrospective study.

The Lancet. Digital health May 1, 2022
BACKGROUND: Peritoneal recurrence is the predominant pattern of relapse after curative-intent surgery for gastric cancer and portends a dismal prognosis. Accurate individualised prediction of peritoneal recurrence is crucial to identify patients who ...
Stomach Neoplasms Deep Learning Predictive Value of Tests Humans Neoplasm Recurrence, Local Artificial Intelligence Peritoneal Neoplasms Retrospective Studies Disease-Free Survival Tomography, X-Ray Computed
View on PubMed DOI

Development and Validation of a Deep Learning CT Signature to Predict Survival and Chemotherapy Benefit in Gastric Cancer: A Multicenter, Retrospective Study.

Annals of surgery Dec 1, 2021
OBJECTIVE: We aimed to develop a deep learning-based signature to predict prognosis and benefit from adjuvant chemotherapy using preoperative computed tomography (CT) images.
Deep Learning Nomograms Predictive Value of Tests Neoplasm Staging Disease-Free Survival Female Chemotherapy, Adjuvant Humans Aged Prognosis Stomach Neoplasms Retrospective Studies Male Tomography, X-Ray Computed Middle Aged
View on PubMed DOI

Machine learning-based integrative analysis of methylome and transcriptome identifies novel prognostic DNA methylation signature in uveal melanoma.

Briefings in bioinformatics Jul 20, 2021
Uveal melanoma (UVM) is the most common primary intraocular human malignancy with a high mortality rate. Aberrant DNA methylation has rapidly emerged as a diagnostic and prognostic signature in many cancers. However, such DNA methylation signature av...
Humans Machine Learning Female Melanoma Neoplasm Proteins Predictive Value of Tests Middle Aged Disease-Free Survival Aged Uveal Melanoma Gene Expression Profiling DNA, Neoplasm Aged, 80 and over Transcriptome Adult Gene Expression Regulation, Neoplastic Uveal Neoplasms Survival Rate DNA Methylation Male
View on PubMed DOI

Radiographical assessment of tumour stroma and treatment outcomes using deep learning: a retrospective, multicohort study.

The Lancet. Digital health Jun 1, 2021
BACKGROUND: The tumour stroma microenvironment plays an important part in disease progression and its composition can influence treatment response and outcomes. Histological evaluation of tumour stroma is limited by access to tissue, spatial heteroge...
Deep Learning China ROC Curve Predictive Value of Tests Area Under Curve Female Stomach Neoplasms Biomarkers, Tumor Male Middle Aged Chemotherapy, Adjuvant Radiography Progression-Free Survival Disease-Free Survival Proportional Hazards Models Stomach Humans Neural Networks, Computer Prognosis Retrospective Studies Tomography, X-Ray Computed
View on PubMed DOI

Computerized tumor multinucleation index (MuNI) is prognostic in p16+ oropharyngeal carcinoma.

The Journal of clinical investigation Apr 15, 2021
BACKGROUNDPatients with p16+ oropharyngeal squamous cell carcinoma (OPSCC) are potentially cured with definitive treatment. However, there are currently no reliable biomarkers of treatment failure for p16+ OPSCC. Pathologist-based visual assessment o...
Squamous Cell Carcinoma of Head and Neck Head and Neck Neoplasms Follow-Up Studies Cyclin-Dependent Kinase Inhibitor p16 Disease-Free Survival Biomarkers, Tumor Male Middle Aged Deep Learning Image Processing, Computer-Assisted Humans Female Aged Survival Rate
View on PubMed DOI

Identification of prognostic immune-related signature predicting the overall survival for colorectal cancer.

European review for medical and pharmacological sciences Feb 1, 2020
OBJECTIVE: The morbidity and mortality of patients with colorectal cancer, one of the most common malignant tumors worldwide, is steadily increasing. The aim of this study was to investigate the association between prognostic immune-related gene prof...
Gene Ontology Prognosis Female Aged Colorectal Neoplasms Male Middle Aged Immunity, Cellular Databases, Genetic Humans Predictive Value of Tests Disease-Free Survival
View on PubMed DOI

Machine Learning-Based Computational Models Derived From Large-Scale Radiographic-Radiomic Images Can Help Predict Adverse Histopathological Status of Gastric Cancer.

Clinical and translational gastroenterology Oct 1, 2019
INTRODUCTION: Adverse histopathological status (AHS) decreases outcomes of gastric cancer (GC). With the lack of a single factor with great reliability to preoperatively predict AHS, we developed a computational approach by integrating large-scale im...
Retrospective Studies Tomography, X-Ray Computed Female Reproducibility of Results Stomach Neoplasms Male Middle Aged Prevalence Image Processing, Computer-Assisted Follow-Up Studies Humans Disease-Free Survival Machine Learning Preoperative Period Computer Simulation Kaplan-Meier Estimate Prognosis Stomach Contrast Media Neoplasm Invasiveness Neoplasm Staging Neoplasm Recurrence, Local Gastrectomy
View on PubMed DOI

A novel machine learning-derived decision tree including uPA/PAI-1 for breast cancer care.

Clinical chemistry and laboratory medicine May 27, 2019
Background uPA and PAI-1 are breast cancer biomarkers that evaluate the benefit of chemotherapy (CT) for HER2-negative, estrogen receptor-positive, low or intermediate grade patients. Our objectives were to observe clinical routine use of uPA/PAI-1 a...
Urokinase-Type Plasminogen Activator Antineoplastic Agents Decision Trees Adult Neoplasm Grading Humans Survival Rate Disease-Free Survival Machine Learning Breast Neoplasms Plasminogen Activator Inhibitor 1 Female Biomarkers, Tumor Aged Middle Aged
View on PubMed DOI

A parsimonious 3-gene signature predicts clinical outcomes in an acute myeloid leukemia multicohort study.

Blood advances Apr 23, 2019
Acute myeloid leukemia (AML) is a genetically heterogeneous hematological malignancy with variable responses to chemotherapy. Although recurring cytogenetic abnormalities and gene mutations are important predictors of outcome, 50% to 70% of AMLs harb...
Gene Expression Regulation, Neoplastic Databases, Genetic Neoplasm Proteins Predictive Value of Tests Models, Biological Risk Assessment Infant Humans Adolescent Neural Networks, Computer Child, Preschool Disease-Free Survival Female Child Adult Infant, Newborn Survival Rate Leukemia, Myeloid, Acute Male Middle Aged
View on PubMed DOI

[Survival Analysis of Stage I Non-small Cell Lung Cancer Patients Treated with 
Da Vinci Robot-assisted Thoracic Surgery].

Zhongguo fei ai za zhi = Chinese journal of lung cancer Nov 20, 2018
BACKGROUND: Da Vinci robotic surgery system is widely used in department of thoracic surgery. The aim of this study is to investigate the treatment outcome of stage I non-small cell lung cancer (NSCLC) via da Vinci Surgical System.
Lung Neoplasms Humans Disease-Free Survival Carcinoma, Non-Small-Cell Lung Retrospective Studies Robotics Female Neoplasm Staging Adult Thoracic Surgery, Video-Assisted Male
View on PubMed DOI
Popular Topics
Recent Journals