Results 101 to 110 of about 748,129 (177)

Classification of 2-node excitatory–inhibitory networks

Mathematical Biosciences
We classify connected 2-node excitatory-inhibitory networks under various conditions. We assume that, as well as for connections, there are two distinct node-types, excitatory and inhibitory. In our classification we consider four different types of excitatory-inhibitory networks: restricted, partially restricted, unrestricted and completely ...
Manuela Aguiar, Ana Dias, Ian Stewart
openaire   +3 more sources

A Mutual Information-Based Framework for Enhancing Graph Neural Networks on Heterophily

IEEE Access
Graph Neural Networks (GNNs) have demonstrated strong capabilities in analyzing structured data, particularly under the assumption of homophily, where neighboring nodes tend to share similar attributes.
Gahee Kim, Seongjin Choi, Se-Young Yun
doaj   +1 more source

Benchmarking Eliminative Radiomic Feature Selection for Head and Neck Lymph Node Classification. [PDF]

Cancers (Basel), 2022
Bardosi ZR, Dejaco D, Santer M, Kloppenburg M, Mangesius S, Widmann G, Ganswindt U, Rumpold G, Riechelmann H, Freysinger W.   +9 more
europepmc   +1 more source

N, LNR or LODDS: Which Is the Most Appropriate Lymph Node Classification Scheme for Patients with Radically Resected Pancreatic Cancer? [PDF]

Cancers (Basel), 2022
Prassas D, Safi SA, Stylianidi MC, Telan LA, Krieg S, Roderburg C, Esposito I, Luedde T, Knoefel WT, Krieg A.   +9 more
europepmc   +1 more source

Prognostic performance of different lymph node classification systems in young gastric cancer. [PDF]

J Gastrointest Oncol, 2021
Chen YR, Wang MQ, Li YT, Li P, Ouyang SS, Xu HW, Zhu SL.   +6 more
europepmc   +1 more source

Towards an Improved Pathological Node Classification for Prognostic Stratification of Patients With Oral Cavity Squamous Cell Carcinoma: Results From a Nationwide Registry Study. [PDF]

Front Oncol, 2022
Kang CJ, Wen YW, Lee SR, Ng SH, Tsai CY, Lee LY, Chu YH, Lin CY, Fan KH, Wang HM, Hsieh CH, Yeh CH, Lin CH, Tsao CK, Fang TJ, Huang SF, Lee LA, Fang KH, Wang YC, Lin WN, Hsin LJ, Yen TC, Cheng NM, Liao CT.   +23 more
europepmc   +1 more source

Prognostic Performance of Alternative Lymph Node Classification Systems for Patients with Medullary Thyroid Cancer: A Single Center Cohort Study. [PDF]

Ann Surg Oncol, 2022
Prassas D, Kounnamas A, Cupisti K, Schott M, Knoefel WT, Krieg A.   +5 more
europepmc   +1 more source

Inclusion of extranodal extension in the lymph node classification of cutaneous squamous cell carcinoma of the head and neck. [PDF]

Cancer, 2021
Amit M, Liu C, Gleber-Netto FO, Kini S, Tam S, Benov A, Aashiq M, El-Naggar AK, Moreno AC, Rosenthal DI, Glisson BS, Ferrarotto R, Wong MK, Migden MR, Baruch EN, Li G, Khanna A, Goepfert RP, Nagarajan P, Weber RS, Myers JN, Gross ND.   +21 more
europepmc   +1 more source

Malignant thoracic lymph node classification with deep convolutional neural networks on real-time endobronchial ultrasound (EBUS) images. [PDF]

Transl Lung Cancer Res, 2022
Yong SH, Lee SH, Oh SI, Keum JS, Kim KN, Park MS, Chang YS, Kim EY.   +7 more
europepmc   +1 more source

Prognostic Discrimination of Alternative Lymph Node Classification Systems for Patients with Radically Resected Non-Metastatic Colorectal Cancer: A Cohort Study from a Single Tertiary Referral Center. [PDF]

Cancers (Basel), 2021
Prassas D, Verde PE, Pavljak C, Rehders A, Krieg S, Luedde T, Knoefel WT, Krieg A.   +7 more
europepmc   +1 more source