AIMC Topic: Sentinel Lymph Node Biopsy

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Deep Learning Signature Based on Staging CT for Preoperative Prediction of Sentinel Lymph Node Metastasis in Breast Cancer.

Academic radiology Dec 7, 2019
RATIONALE AND OBJECTIVES: To evaluate the noninvasive predictive performance of deep learning features based on staging CT for sentinel lymph node (SLN) metastasis of breast cancer.
Breast Neoplasms Deep Learning Lymph Nodes Lymphatic Metastasis Sentinel Lymph Node Biopsy Humans Tomography, X-Ray Computed
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Artificial neural network models to predict nodal status in clinically node-negative breast cancer.

BMC cancer Jun 21, 2019
BACKGROUND: Sentinel lymph node biopsy (SLNB) is standard staging procedure for nodal status in breast cancer, but lacks therapeutic benefit for patients with benign sentinel nodes. For patients with positive sentinel nodes, individualized surgical s...
Axilla Area Under Curve Tumor Burden Neovascularization, Pathologic Linear Models Breast Neoplasms Middle Aged Lymph Nodes Lymphatic Metastasis Humans Receptors, Estrogen Neural Networks, Computer Sentinel Lymph Node Biopsy Retrospective Studies Carcinoma, Lobular Female Aged Aged, 80 and over Young Adult Adult
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Artificial Intelligence-Based Breast Cancer Nodal Metastasis Detection: Insights Into the Black Box for Pathologists.

Archives of pathology & laboratory medicine Oct 8, 2018
CONTEXT.—: Nodal metastasis of a primary tumor influences therapy decisions for a variety of cancers. Histologic identification of tumor cells in lymph nodes can be laborious and error-prone, especially for small tumor foci.
Deep Learning Pathology, Clinical Lymphatic Metastasis Pathologists Image Interpretation, Computer-Assisted Humans Sentinel Lymph Node Biopsy Female Breast Neoplasms
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The utility of sentinel lymph node mapping in the management of endometrial atypical hyperplasia.

Gynecologic oncology Dec 28, 2017
OBJECTIVES: To determine the risk of endometrial cancer (EC) and lymph node involvement in patients with a preoperative diagnosis of "AH-only" versus "AH - cannot rule out carcinoma" and to study the value of SLN mapping.
Endometrial Hyperplasia Myometrium Sentinel Lymph Node Biopsy Neoplasm Invasiveness Adult Humans Lymph Node Excision Neoplasm Grading Sensitivity and Specificity Female Predictive Value of Tests Pelvis Middle Aged Aged Neoplasm Staging Endometrial Neoplasms Membrane Proteins Aged, 80 and over CA-125 Antigen Lymphatic Metastasis Carcinoma, Endometrioid
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The Impact of Adding Sentinel Node Biopsy to Extended Pelvic Lymph Node Dissection on Biochemical Recurrence in Prostate Cancer Patients Treated with Robot-Assisted Radical Prostatectomy.

Journal of nuclear medicine : official publication, Society of Nuclear Medicine Jul 26, 2017
The benefit of adding sentinel node biopsy (SNB) to extended pelvic lymph node dissection (ePLND) remains controversial. The aim of our study was to evaluate biochemical recurrence (BCR) after robot-assisted radical prostatectomy and ePLND in prostat...
Robotics Prostatic Neoplasms Multivariate Analysis Prostatectomy Recurrence Humans Retrospective Studies Male Treatment Outcome Lymph Node Excision Sentinel Lymph Node Biopsy
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Sentinel Lymph Node Dissection to Select Clinically Node-negative Prostate Cancer Patients for Pelvic Radiation Therapy: Effect on Biochemical Recurrence and Systemic Progression.

International journal of radiation oncology, biology, physics Oct 19, 2016
PURPOSE: To assess the efficacy of robotic-assisted laparoscopic sentinel lymph node (SLN) dissection (SLND) to select those patients with prostate cancer (PCa) who would benefit from additional pelvic external beam radiation therapy and long-term an...
Aged Male Middle Aged Disease Progression Statistics, Nonparametric Nomograms Sentinel Lymph Node Biopsy Pelvis Humans Lymphatic Irradiation Lymphatic Metastasis Androgen Antagonists Neoplasm Recurrence, Local Prostatic Neoplasms Patient Selection Neoplasm Staging Radiotherapy, Conformal Prostate-Specific Antigen Robotic Surgical Procedures
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Multimodal US-gamma imaging using collaborative robotics for cancer staging biopsies.

International journal of computer assisted radiology and surgery Aug 9, 2016
PURPOSE: The staging of female breast cancer requires detailed information about the level of cancer spread through the lymphatic system. Common practice to obtain this information for patients with early-stage cancer is sentinel lymph node (SLN) bio...
Robotics Neoplasm Staging Biopsy, Needle Sentinel Lymph Node Biopsy Phantoms, Imaging Adult Breast Neoplasms Ultrasonography Multimodal Imaging Humans Female
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Multispectral Fluorescence Imaging During Robot-assisted Laparoscopic Sentinel Node Biopsy: A First Step Towards a Fluorescence-based Anatomic Roadmap.

European urology Jun 23, 2016
BACKGROUND: During (robot-assisted) sentinel node (SN) biopsy procedures, intraoperative fluorescence imaging can be used to enhance radioguided SN excision. For this combined pre- and intraoperative SN identification was realized using the hybrid SN...
Technetium Prostatectomy Sentinel Lymph Node Biopsy Fluorescein Tomography, Emission-Computed, Single-Photon Laparoscopes Lymphography Humans Feasibility Studies Aged Radiopharmaceuticals Male Indocyanine Green Prostatic Neoplasms Sentinel Lymph Node Middle Aged Fluorescent Dyes Optical Imaging Pilot Projects Laparoscopy Treatment Outcome Equipment Design Predictive Value of Tests Robotics
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Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis.

Scientific reports May 23, 2016
Pathologists face a substantial increase in workload and complexity of histopathologic cancer diagnosis due to the advent of personalized medicine. Therefore, diagnostic protocols have to focus equally on efficiency and accuracy. In this paper we int...
Humans Neural Networks, Computer Diagnosis, Computer-Assisted Lymphatic Metastasis Prostatic Neoplasms Machine Learning Sentinel Lymph Node Biopsy Neoplasm Staging Female Image Interpretation, Computer-Assisted Histological Techniques Breast Neoplasms Male
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Multimodal hybrid imaging agents for sentinel node mapping as a means to (re)connect nuclear medicine to advances made in robot-assisted surgery.

European journal of nuclear medicine and molecular imaging Jan 15, 2016
PURPOSE: Radical prostatectomy and complementary extended pelvic lymph node dissection (ePLND) of sentinel lymph nodes (SNs) and non-sentinel lymph nodes (LNs) at risk of containing metastases are increasingly being performed using high-tech robot-as...
Multimodal Imaging Robotics Prostatic Neoplasms Female Preoperative Period Adult Humans Prostatectomy Male Sentinel Lymph Node Biopsy Middle Aged Nuclear Medicine Lymphatic Metastasis
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