AIMC Topic: Neoplasm Metastasis
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Random forest classifiers aid in the detection of incidental osteoblastic osseous metastases in DEXA studies.
International journal of computer assisted radiology and surgery
Mar 9, 2019
PURPOSE: Dual-energy X-ray absorptiometry (DEXA) studies are used for screening patients for low bone mineral density (BMD). Patients with breast and prostate cancer are often treated with hormone-altering drugs that result in low BMD. These patients...
Machine Learning-based Analysis of Rectal Cancer MRI Radiomics for Prediction of Metachronous Liver Metastasis.
Academic radiology
Jan 30, 2019
RATIONALE AND OBJECTIVES: To use machine learning-based magnetic resonance imaging radiomics to predict metachronous liver metastases (MLM) in patients with rectal cancer.
Synthesis, characterization, antimicrobial and antimetastatic activity of silver nanoparticles synthesized from Ficus ingens leaf.
Artificial cells, nanomedicine, and biotechnology
Jan 28, 2019
Cancer incidence is still increasing due to inadequate responsive treatments. Inertness and biocompatibility of nanoparticles synthesized using plant extracts have shown therapeutic applications and make it to be a good anti-cancer candidates. This s...
Identifying Cases of Metastatic Prostate Cancer Using Machine Learning on Electronic Health Records.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Dec 5, 2018
Cancer stage is rarely captured in structured form in the electronic health record (EHR). We evaluate the performance of a classifier, trained on structured EHR data, in identifying prostate cancer patients with metastatic disease. Using EHR data for...
[Interest of robotic stereotactic radiosurgery in the management of brain metastases: Results of a retrospective, single center analysis].
Neuro-Chirurgie
Nov 10, 2018
PURPOSE: The management of malignant brain metastases becomes a main issue for the treatment of patients, because of the survival extension related to the improvement in systemic treatments. Robotic stereotactic radiosurgery (RSR) is a new approach i...
Performance and clinical impact of machine learning based lung nodule detection using vessel suppression in melanoma patients.
Clinical imaging
Sep 11, 2018
PURPOSE: To evaluate performance and the clinical impact of a novel machine learning based vessel-suppressing computer-aided detection (CAD) software in chest computed tomography (CT) of patients with malignant melanoma.
Explaining the dynamics of tumor aggressiveness: At the crossroads between biology, artificial intelligence and complex systems.
Seminars in cancer biology
Jul 11, 2018
Facing metastasis is the most pressing challenge of cancer research. In this review, we discuss recent advances in understanding phenotypic plasticity of cancer cells, highlighting the kinetics of cancer stem cell and the role of the epithelial mesen...
Automatic detection and segmentation of brain metastases on multimodal MR images with a deep convolutional neural network.
Computers in biology and medicine
Feb 9, 2018
Stereotactic treatments are today the reference techniques for the irradiation of brain metastases in radiotherapy. The dose per fraction is very high, and delivered in small volumes (diameter <1 cm). As part of these treatments, effective detection ...
Support vector machine classifier for prediction of the metastasis of colorectal cancer.
International journal of molecular medicine
Jan 2, 2018
Colorectal cancer (CRC) is one of the most common cancers and a major cause of mortality. The present study aimed to identify potential biomarkers for CRC metastasis and uncover the mechanisms underlying the etiology of the disease. The five datasets...
Seven-Month Prostate-Specific Antigen Is Prognostic in Metastatic Hormone-Sensitive Prostate Cancer Treated With Androgen Deprivation With or Without Docetaxel.
Journal of clinical oncology : official journal of the American Society of Clinical Oncology
Dec 20, 2017
Purpose We evaluated the relationship between prostate-specific antigen (PSA) and overall survival in the context of a prospectively randomized clinical trial comparing androgen-deprivation therapy (ADT) plus docetaxel with ADT alone for initial meta...
Neoplasm Metastasis
Kallikreins
Neoplasms, Hormone-Dependent
Prostatic Neoplasms
Aged
Prostate-Specific Antigen
Humans
Aged, 80 and over
Androgen Antagonists
Databases, Factual
Time Factors
Adult
Docetaxel
Retrospective Studies
Male
Antineoplastic Combined Chemotherapy Protocols
Middle Aged
Treatment Outcome
Randomized Controlled Trials as Topic
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