SFUSNet: A Spatial-Frequency domain-based Multi-branch Network for diagnosis of Cervical Lymph Node Lesions in Ultrasound Images [PDF]
arXiv, 2023 Booming deep learning has substantially improved the diagnosis for diverse lesions in ultrasound images, but a conspicuous research gap concerning cervical lymph node lesions still remains. The objective of this work is to diagnose cervical lymph node lesions in ultrasound images by leveraging a deep learning model. To this end, we first collected 3392
arxiv
Intramammary lymph nodes [PDF]
Cancer, 1983 Radiographic, gross, and histopathologic studies on 158 whole breasts with primary operable carcinoma revealed intramammary lymph nodes in 28%, and of these breasts, 10% contained a metastatic deposit of carcinoma. Cancerous and noncancerous nodes were found in all quadrants of the breast with the positive ones being in the same quadrant as the ...
Marjorie B. McSweeney, Robert L. Egan
openaire +3 more sources
1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset
GigaScience, 2018 Background The presence of lymph node metastases is one of the most important factors in breast cancer prognosis. The most common way to assess regional lymph node status is the sentinel lymph node procedure.
G. Litjens +16 more
semanticscholar +1 more source
Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with Sentinel Lymph Nodes [PDF]
arXiv, 2023 Deep learning has been shown to be useful to detect breast cancer metastases by analyzing whole slide images of sentinel lymph nodes. However, it requires extensive scanning and analysis of all the lymph nodes slides for each case. Our deep learning study focuses on breast cancer screening with only a small set of image patches from any sentinel lymph ...
arxiv
Near‐infrared fluorescent image‐guided lymph node dissection compared with locoregional lymphadenectomies in dogs with mast cell tumours [PDF]
, 2022 Objectives: Near-infrared fluorescent imaging has been described for intraoperative mapping of the draining lymph nodes in human cancer and canine oral tumours.
Beer, P, Nolff, M C, Rohrer Bley, Carla
core +1 more source
Histopathology of the Lymph Nodes [PDF]
Toxicologic Pathology, 2006 Lymph nodes function as filters of tissues and tissue fluids and are sites of origin and production of lymphocytes for normal physiological functions. As part of this normal function, they react to both endogenous and exogenous substances with a variety of specific morphological and functional responses.
openaire +3 more sources
The dual nature of TDC – bridging dendritic and T cells in immunity
FEBS Letters, EarlyView.TDC are hematopoietic cells combining dendritic and T cell features. They reach secondary lymphoid organs (SLOs) and peripheral organs (liver and lungs) after FLT3‐dependent development in the bone marrow and maturation in the thymus. TDC are activated and enriched in SLOs upon viral infection, suggesting that they might play unique immune roles, since
Maria Nelli, Mirela Kuka
wiley +1 more source
Clinical implications of micro lymph node metastasis for patients with gastric cancer
BMC Cancer, 2023 Background Lymph node size is considered as a criterion for possible lymph node metastasis in imageology. Micro lymph nodes are easily overlooked by surgeons and pathologists.
Yuan Tian +15 more
doaj +1 more source
Lymph Node Detection in T2 MRI with Transformers [PDF]
arXiv, 2021 Identification of lymph nodes (LN) in T2 Magnetic Resonance Imaging (MRI) is an important step performed by radiologists during the assessment of lymphoproliferative diseases. The size of the nodes play a crucial role in their staging, and radiologists sometimes use an additional contrast sequence such as diffusion weighted imaging (DWI) for ...
arxiv
Lymph Node Imaging in Patients with Primary Breast Cancer: Concurrent Diagnostic Tools
The Oncologist, 2019 The detection of lymph node metastasis affects the management of patients with primary breast cancer significantly in terms of staging, treatment, and prognosis.
M. Marino +4 more
semanticscholar +1 more source