[HTML][HTML] Large-scale multi-center ct and mri segmentation of pancreas with deep learning

Z Zhang, E Keles, G Durak, Y Taktak, O Susladkar… - Medical Image …, 2025 - Elsevier
Automated volumetric segmentation of the pancreas on cross-sectional imaging is needed
for diagnosis and follow-up of pancreatic diseases. While CT-based pancreatic …

Optimizing synthetic data for enhanced pancreatic tumor segmentation

L Peng, Z Zhang, G Durak, FH Miller… - … Incremental Learning in …, 2024 - Springer
Pancreatic cancer remains one of the leading causes of cancer-related mortality worldwide.
Precise segmentation of pancreatic tumors from medical images is a bottleneck for effective …

[HTML][HTML] A deep learning-based cascade algorithm for pancreatic tumor segmentation

D Qiu, J Ju, S Ren, T Zhang, H Tu, X Tan… - Frontiers in …, 2024 - pmc.ncbi.nlm.nih.gov
Pancreatic tumors are small in size, diverse in shape, and have low contrast and high
texture similarity with surrounding tissue. As a result, the segmentation model is easily …

Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques

Z Hong, D Jha, K Biswas, Z Zhang, Y Velichko… - arXiv preprint arXiv …, 2024 - arxiv.org
Identifying peri-pancreatic edema is a pivotal indicator for identifying disease progression
and prognosis, emphasizing the critical need for accurate detection and assessment in …

Assessing the Efficacy of Foundation Models in Pancreas Segmentation

E Rapisarda, AG Gravagno, S Calcagno… - … Incremental Learning in …, 2024 - Springer
Accurate pancreas segmentation is crucial for diagnosing and managing pancreatic
diseases, facilitating preoperative planning, and aiding transplantation procedures. Effective …

Enhancing Total Hip Replacement Complications Diagnosis: A Deep Learning Approach with Clinical Knowledge Integration

A Alzaid - 2023 - etheses.whiterose.ac.uk
The increased rate of Total Hip Replacement (THR) for relieving hip pain and improving the
quality of life has been accompanied by a rise in associated post-operative complications …

Comparative Analysis of Baseline Vnet and Unet Architectures on Pancreas Segmentation

A Uslucuk, H Öcal - Orclever Proceedings of Research and …, 2023 - journals.orclever.com
The pancreas is one of the vital organs in the human body. It has an essential role in the
digestive system and endocrine system. Diseases such as cancer, diabetes, hormonal …

Mathematical model of diagnostics of malignant pancreas pathology

VV Petrushenko, SA Sukhodolia… - Reports of …, 2024 - reports-vnmedical.com.ua
Annotation. Chronic pancreatitis (CP) is a common recurrent pathology of the pancreas. The
long course of the inflammatory process, accompanied by chronicity, is the cause of …