AIMC Topic: Lymph Nodes

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Development of an artificial neural network model for risk assessment of skin sensitization using human cell line activation test, direct peptide reactivity assay, KeratinoSens™ and in silico structure alert parameter.

Journal of applied toxicology : JAT Dec 10, 2017
It is important to predict the potential of cosmetic ingredients to cause skin sensitization, and in accordance with the European Union cosmetic directive for the replacement of animal tests, several in vitro tests based on the adverse outcome pathwa...
Humans Neural Networks, Computer Computer Simulation Cell Line Skin Skin Irritancy Tests Dermatitis, Allergic Contact Animals Risk Assessment Mice Lymph Nodes
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Re: Robot-assisted Salvage Lymph Node Dissection for Clinically Recurrent Prostate Cancer.

European urology Sep 27, 2017
Prostatectomy Prostatic Neoplasms Neoplasm Recurrence, Local Salvage Therapy Male Lymph Nodes Lymph Node Excision Humans Robotics
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Metastasis detection from whole slide images using local features and random forests.

Cytometry. Part A : the journal of the International Society for Analytical Cytology Apr 20, 2017
Digital pathology has led to a demand for automated detection of regions of interest, such as cancerous tissue, from scanned whole slide images. With accurate methods using image analysis and machine learning, significant speed-up, and savings in cos...
Adult Breast Neoplasms Middle Aged ROC Curve Humans Machine Learning Software Female Eosine Yellowish-(YS) Hematoxylin Lymphocytes Image Interpretation, Computer-Assisted Lymph Nodes Cell Nucleus Lymphatic Metastasis Histocytochemistry Area Under Curve
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Prediction of lymph node parasite load from clinical data in dogs with leishmaniasis: An application of radial basis artificial neural networks.

Veterinary parasitology Dec 22, 2016
Quantification of Leishmania infantum load via real-time quantitative polymerase chain reaction (qPCR) in lymph node aspirates is an accurate tool for diagnostics, surveillance and therapeutics follow-up in dogs with leishmaniasis. However, qPCR requ...
Dogs Neural Networks, Computer Dog Diseases Leishmaniasis Animals Parasite Load Lymph Nodes
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Preoperative assessment of lymph node metastasis in endometrial cancer: A Korean Gynecologic Oncology Group study.

Cancer Nov 7, 2016
BACKGROUND: Previously proposed criteria for preoperatively identifying endometrial cancer patients at low risk for lymph node metastasis remain to be verified. For this purpose, a prospective, multicenter observational study was performed.
Magnetic Resonance Imaging Lymph Node Excision Humans Uterus Endometrial Neoplasms Aged Pelvis Prospective Studies CA-125 Antigen Middle Aged Aged, 80 and over Female Preoperative Period Lymph Nodes Adult Lymphatic Metastasis Sensitivity and Specificity
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Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning.

IEEE transactions on medical imaging Feb 11, 2016
Remarkable progress has been made in image recognition, primarily due to the availability of large-scale annotated datasets and deep convolutional neural networks (CNNs). CNNs enable learning data-driven, highly representative, hierarchical image fea...
Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Databases, Factual Reproducibility of Results Diagnosis, Computer-Assisted Lymph Nodes Lung Diseases, Interstitial
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da Vinci robotic versus laparoscopic surgery in rectal cancer: a meta-analysis of postsurgery complications.

International journal of colorectal disease Feb 2, 2016
Lymph Nodes Robotics Laparoscopy Rectal Neoplasms Humans Postoperative Complications
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Unusual late presentation of metastatic extrathoracic thymoma to gastrohepatic lymph node treated by surgical resection.

General thoracic and cardiovascular surgery Nov 30, 2015
In advanced stages, thymic tumors tend to spread locally. Distant metastatic disease is rare. We present the first report of single metastatic abdominal lymph node in a 37-year-old female patient and 5 years after an extrapleural pneumonectomy for st...
Neoplasm Staging Thymectomy Thymoma Thymus Neoplasms Humans Lymphatic Metastasis Female Lymph Node Excision Adult Robotics Abdomen Lymph Nodes
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Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation.

IEEE transactions on medical imaging Sep 28, 2015
Automated computer-aided detection (CADe) has been an important tool in clinical practice and research. State-of-the-art methods often show high sensitivities at the cost of high false-positives (FP) per patient rates. We design a two-tiered coarse-t...
Adolescent Child Lymph Nodes Radiographic Image Interpretation, Computer-Assisted Colonic Polyps Spinal Neoplasms Young Adult Tomography, X-Ray Computed Humans Adult Female Neural Networks, Computer Male Aged Machine Learning Middle Aged Databases, Factual
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Robotic blue-dye sentinel lymph node detection for endometrial cancer - Factors predicting successful mapping.

European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology Sep 25, 2015
OBJECTIVE: Sentinel lymph node (SLN) mapping has emerged as a viable option for the treatment of patients with endometrial cancer. We report our initial experience with SLN mapping algorithm, and examine the factors predicting successful SLN mapping.
Humans Endometrial Neoplasms Sentinel Lymph Node Biopsy Methylene Blue Lymph Nodes Female Lymphatic Metastasis Reproducibility of Results Robotics Middle Aged Coloring Agents
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