-
Article
Integrating Transfer Learning and Feature Aggregation into Self-defined Convolutional Neural Network for Automated Detection of Lung Cancer Bone Metastasis
To improve the diagnosis accuracy and efficiency of lung cancer bone metastasis routinely performed by nuclear medicine physicians, we propose a deep learning-based image classification model that can learn th...
-
Article
Open AccessAutomated detection of lung cancer-caused metastasis by classifying scintigraphic images using convolutional neural network with residual connection and hybrid attention mechanism
Whole-body bone scan is the widely used tool for surveying bone metastases caused by various primary solid tumors including lung cancer. Scintigraphic images are characterized by low specificity, bringing a si...
-
Article
Open AccessdSPIC: a deep SPECT image classification network for automated multi-disease, multi-lesion diagnosis
Functional imaging especially the SPECT bone scintigraphy has been accepted as the effective clinical tool for diagnosis, treatment, evaluation, and prevention of various diseases including metastasis. However...
-
Article
Open AccessDeep learning based automated diagnosis of bone metastases with SPECT thoracic bone images
SPECT nuclear medicine imaging is widely used for treating, diagnosing, evaluating and preventing various serious diseases. The automated classification of medical images is becoming increasingly important in ...
-
Chapter and Conference Paper
The Strong Perron Integral of Fuzzy Number Valued Functions
In this paper, we study the strong Perron integral of fuzzy-number-valued function, and show that the strong fuzzy Perron integral is equivalent to the fuzzy McShane integral.
-
Chapter and Conference Paper
Research on Security Management in Active Network Node Operating Systems
This paper analyzes the security requirements and problems with which active nodes are confronted, and proposes a general security management subsystem in Active Network NodeOS. The subsystem implements throug...
-
Chapter and Conference Paper
A New Method of Information System Processing Based on Combination of Rough Set Theory and Pansystems Methodology
From the point of view of pansystems methodology(PM), this paper first study the existence of panchoas,panattractor, strange panattractor in information system,and their relations with equivalent classses. The...
