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Showing 4936-4956 of 6,945 articles

Predicting individual responses to the electroconvulsive therapy with hippocampal subfield volumes in major depression disorder.

Electroconvulsive therapy (ECT) is one of the most effective treatments for major depression disorde...

Apr 2018 29615675

Detecting oropharyngeal carcinoma using multispectral, narrow-band imaging and machine learning.

OBJECTIVE: To determine if multispectral narrow-band imaging (mNBI) can be used for automated, quant...

Mar 2018 29577322

Deep feature classification of angiomyolipoma without visible fat and renal cell carcinoma in abdominal contrast-enhanced CT images with texture image patches and hand-crafted feature concatenation.

PURPOSE: To develop an automatic deep feature classification (DFC) method for distinguishing benign ...

Mar 2018 29474742

Treatment-related features improve machine learning prediction of prognosis in soft tissue sarcoma patients.

BACKGROUND AND PURPOSE: Current prognostic models for soft tissue sarcoma (STS) patients are solely ...

Mar 2018 29557486

Automatic Semantic Segmentation of Brain Gliomas from MRI Images Using a Deep Cascaded Neural Network.

Brain tumors can appear anywhere in the brain and have vastly different sizes and morphology. Additi...

Mar 2018 29755716

ANTENNA, a Multi-Rank, Multi-Layered Recommender System for Inferring Reliable Drug-Gene-Disease Associations: Repurposing Diazoxide as a Targeted Anti-Cancer Therapy.

Existing drug discovery processes follow a reductionist model of "one-drug-one-gene-one-disease," wh...

Mar 2018 29993812

Chromosome-wide gene dosage rebalance may benefit tumor progression.

The high-risk of tumor initiation in patients with Turner syndrome (TS) characterized by X chromosom...

Mar 2018 29546464

Patient-specific and global convolutional neural networks for robust automatic liver tumor delineation in follow-up CT studies.

Radiological longitudinal follow-up of tumors in CT scans is essential for disease assessment and li...

Mar 2018 29524116

Antiphospholipase 2 receptor antibody levels to predict complete spontaneous remission in primary membranous nephropathy.

BACKGROUND: M-type phospholipase A2 receptor (APLA2R) is considered the major antigen involved in th...

Mar 2018 30747150

A Functional Signature Ontology (FUSION) screen detects an AMPK inhibitor with selective toxicity toward human colon tumor cells.

AMPK is a serine threonine kinase composed of a heterotrimer of a catalytic, kinase-containing α and...

Feb 2018 29491475

Ascertainment of asthma prognosis using natural language processing from electronic medical records.

NLP algorithm successfully determined asthma prognosis (i.e., no remission, long-term remission, and...

Feb 2018 29438770

Automatic detection and segmentation of brain metastases on multimodal MR images with a deep convolutional neural network.

Stereotactic treatments are today the reference techniques for the irradiation of brain metastases i...

Feb 2018 29455079

Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm.

We tested the use of a deep learning algorithm to classify the clinical images of 12 skin diseases-b...

Feb 2018 29428356

GWAS-based machine learning approach to predict duloxetine response in major depressive disorder.

Major depressive disorder (MDD) is one of the most prevalent psychiatric disorders and is commonly t...

Feb 2018 29407288

Prediction of Occult Invasive Disease in Ductal Carcinoma in Situ Using Deep Learning Features.

PURPOSE: The aim of this study was to determine whether deep features extracted from digital mammogr...

Feb 2018 29398498

Stability of mixtures of ondansetron and haloperidol stored in infusors at different temperatures.

BACKGROUND AND OBJECTIVE: Mixing different drugs for use in continuous infusion systems is a common ...

Jan 2018 31157084

Music Intervention Leads to Increased Insular Connectivity and Improved Clinical Symptoms in Schizophrenia.

Schizophrenia is a syndrome that is typically accompanied by delusions and hallucinations that might...

Jan 2018 29410607

A method of gene expression data transfer from cell lines to cancer patients for machine-learning prediction of drug efficiency.

Personalized medicine implies that distinct treatment methods are prescribed to individual patients ...

Jan 2018 29251172

Feasibility of predicting tumor motion using online data acquired during treatment and a generalized neural network optimized with offline patient tumor trajectories.

PURPOSE: The accurate prediction of intrafraction lung tumor motion is required to compensate for sy...

Jan 2018 29244902

Palliative analgesia with topical sevoflurane in cancer-related skin ulcers: a case report.

A Caucasian 39-year-old male patient with a poorly-differentiated infiltrating epidermoid penile car...

Jan 2018 31338175

Multi-label Deep Learning for Gene Function Annotation in Cancer Pathways.

The war on cancer is progressing globally but slowly as researchers around the world continue to see...

Jan 2018 29321535