IPMN Risk Assessment under Federated Learning Paradigm [PDF]
Accurate classification of Intraductal Papillary Mucinous Neoplasms (IPMN) is essential for identifying high-risk cases that require timely intervention. In this study, we develop a federated learning framework for multi-center IPMN classification utilizing a comprehensive pancreas MRI dataset.
arxiv
Radiomics advances in the evaluation of pancreatic cystic neoplasms
With the development of medical imaging, the detection rate of pancreatic cystic neoplasms (PCNs) has increased greatly. Serous cystic neoplasm, solid pseudopapillary neoplasm, intraductal papillary mucinous neoplasm and mucinous cystic neoplasm are the ...
Kuan-Zheng Mao, Chao Ma, Bin Song
doaj
On tumor development: fractional transport approach [PDF]
A growth of malignant neoplasm is considered as a fractional transport approach. We suggested that the main process of the tumor development through a lymphatic net is fractional transport of cells. In the framework of this fractional kinetics we were able to show that the mean size of main growth is due to subdiffusion, while the appearance of ...
arxiv
Breast Tumor Classification Using EfficientNet Deep Learning Model [PDF]
Precise breast cancer classification on histopathological images has the potential to greatly improve the diagnosis and patient outcome in oncology. The data imbalance problem largely stems from the inherent imbalance within medical image datasets, where certain tumor subtypes may appear much less frequently.
arxiv
Explainable machine learning for neoplasms diagnosis via electrocardiograms: an externally validated study [PDF]
Background: Neoplasms remains a leading cause of mortality worldwide, with timely diagnosis being crucial for improving patient outcomes. Current diagnostic methods are often invasive, costly, and inaccessible to many populations. Electrocardiogram (ECG) data, widely available and non-invasive, has the potential to serve as a tool for neoplasms ...
arxiv
An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion [PDF]
Left ventricular ejection fraction (LVEF) is the most important clinical parameter of cardiovascular function. The accuracy in estimating this parameter is highly dependent upon the precise segmentation of the left ventricle (LV) structure at the end diastole and systole phases.
arxiv
Background Organ-preserving surgery has recently gained increasing attention. However, performing the surgery for duplicated gastric and distal pancreatic tumors is difficult because of procedural complexity and concerns of remnant gastric necrosis.
Sunao Ito+12 more
doaj +1 more source
Into the pancreas: an underwater world filled with an intraductal papillary mucinous neoplasm seen via peroral pancreatoscopy. [PDF]
Hirano K+6 more
europepmc +2 more sources
Diabetes as an Initial Presentation of Intraductal Papillary Mucinous Neoplasm. [PDF]
Ahmed S, Hassan M, Rochlani H, Shah K.
europepmc +1 more source
Pancreatic Mucinous Cystadenoma Mimicking Intraductal Papillary Mucinous Neoplasm
Susana Marques+2 more
doaj +1 more source