Machine learning analysis using 77,044 genomic and transcriptomic profiles to accurately predict tumor type
Sign Up to like & getrecommendations! Published in 2021 at "Translational Oncology"
DOI: 10.1016/j.tranon.2021.101016
Abstract: Highlights • CUP occurs in as many as 3–5% of patients when standard diagnostic tests are not able to determine the origin of cancer.• MI GPSai (Genomic Prevalence Score) is an AI that uses genomic… read more here.
Keywords: genomic transcriptomic; learning analysis; machine learning; tumor type ... See more keywords
Image-based Classification of Tumor Type and Growth Rate using Machine Learning: a preclinical study
Sign Up to like & getrecommendations! Published in 2019 at "Scientific Reports"
DOI: 10.1038/s41598-019-48738-5
Abstract: Medical images such as magnetic resonance (MR) imaging provide valuable information for cancer detection, diagnosis, and prognosis. In addition to the anatomical information these images provide, machine learning can identify texture features from these images… read more here.
Keywords: machine learning; tumor type; growth rate; growth ... See more keywords
Malignant pleural disease: a pragmatic guide to diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "Current Opinion in Pulmonary Medicine"
DOI: 10.1097/mcp.0000000000000877
Abstract: Purpose of review The diagnosis of malignant pleural disease is important in the care of patients with cancer. However, a one-size-fits-all approach to diagnosis may lead to delays in care as the sensitivity of each… read more here.
Keywords: diagnosis malignant; tumor type; pleural disease; malignant pleural ... See more keywords
18F-FDG PET/CT May Predict Tumor Type and Risk Score in Gestational Trophoblastic Disease
Sign Up to like & getrecommendations! Published in 2022 at "Clinical Nuclear Medicine"
DOI: 10.1097/rlu.0000000000004135
Abstract: Purpose The aim of this study was to investigate the role of 18F-FDG PET/CT in predicting pathological prognostic factors, including tumor type and International Federation of Gynecology and Obstetrics (FIGO) score, in gestational trophoblastic disease… read more here.
Keywords: tumor; 18f fdg; tumor type; fdg pet ... See more keywords
Radiographic Assessment of Aseptic Loosening of Tumor‐Type Knee Prosthesis in Distal Femur
Sign Up to like & getrecommendations! Published in 2022 at "Orthopaedic Surgery"
DOI: 10.1111/os.13297
Abstract: To measure the full‐length anteroposterior and lateral radiographs of lower limbs after the resection of a tumor in the distal femur and tumor‐type knee prosthesis replacement and to analyze the factors leading to aseptic loosening… read more here.
Keywords: type knee; tumor; knee prosthesis; prosthesis ... See more keywords
The human tumor microbiome is composed of tumor type–specific intracellular bacteria
Sign Up to like & getrecommendations! Published in 2020 at "Science"
DOI: 10.1126/science.aay9189
Abstract: Profiling tumor bacteria Bacteria are well-known residents in human tumors, but whether their presence is advantageous to the tumors or to the bacteria themselves has been unclear. As an initial step toward addressing this question,… read more here.
Keywords: tumor microbiome; microbiome; tumor type; cancer ... See more keywords
Abstract 5440: Deep-learning model for tumor type classification enables enhanced clinical decision support in cancer diagnosis
Sign Up to like & getrecommendations! Published in 2023 at "Cancer Research"
DOI: 10.1158/1538-7445.am2023-5440
Abstract: Background: Knowledge of a patient’s tumor type is essential for guiding clinical treatment decisions in cancer, but histologically-based diagnosis remains challenging for a subset of cancers. Genomic alterations are highly indicative of tumor type and… read more here.
Keywords: deep learning; gdd ens; tumor type; cancer ... See more keywords
Abstract 6551: HiTAIC: Hierarchical tumor artificial intelligence classifier traces tissue of origin and tumor type in primary and metastasized tumors using DNA methylation data
Sign Up to like & getrecommendations! Published in 2023 at "Cancer Research"
DOI: 10.1158/1538-7445.am2023-6551
Abstract: Background: Human cancers are heterogenous by their cell composition and origination site. Cancer metastasis generates the conundrum of the unknown origin of migrated tumor cells. Tracing tissue of origin and tumor type in primary and… read more here.
Keywords: tumor; tissue origin; dna methylation; tumor type ... See more keywords
Sensitivity of Initial Thoracentesis for Malignant Pleural Effusion Stratified by Tumor Type in Patients with Strong Evidence of Metastatic Disease
Sign Up to like & getrecommendations! Published in 2018 at "Respiration"
DOI: 10.1159/000490732
Abstract: Background: Thoracentesis with cytological examination of pleural fluid is the initial test of choice for evaluation of pleural effusions in patients with suspected malignant pleural effusion (MPE). There is limited data on the sensitivity of… read more here.
Keywords: thoracentesis; sensitivity; tumor type; stratified tumor ... See more keywords
RNA turbulence by tumor type: Overexpression of actionable mRNA signaling pathways by histology.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Clinical Oncology"
DOI: 10.1200/jco.2017.35.15_suppl.e23213
Abstract: e23213Background: Overexpression of mRNA provides an oncogenic mechanism, downstream of DNA level changes detected by sequencing, that can be treated with targeted therapies. It is still unknown wh... read more here.
Keywords: turbulence tumor; overexpression; rna turbulence; tumor type ... See more keywords
Tumor Type Agnostic Therapy Carrying BRAF Mutation: Case Reports and Review of Literature
Sign Up to like & getrecommendations! Published in 2021 at "Pharmaceuticals"
DOI: 10.3390/ph14020159
Abstract: Background: Precision medicine is based on molecular and genotypic patient characterization to define specific target treatment. BRAF mutation is an oncogenic driver, and the Cancer Genome Atlas has identified BRAF mutations in different cancer types.… read more here.
Keywords: therapy; braf; case; tumor type ... See more keywords