AIMC Topic: Pancreatic Neoplasms

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Usefulness of Deep Learning Analysis for the Diagnosis of Malignancy in Intraductal Papillary Mucinous Neoplasms of the Pancreas.

Clinical and translational gastroenterology
OBJECTIVES: Intraductal papillary mucinous neoplasms (IPMNs) are precursor lesions of pancreatic adenocarcinoma. Artificial intelligence (AI) is a mathematical concept whose implementation automates learning and recognizing data patterns. The aim of ...

SuperCT: a supervised-learning framework for enhanced characterization of single-cell transcriptomic profiles.

Nucleic acids research
Characterization of individual cell types is fundamental to the study of multicellular samples. Single-cell RNAseq techniques, which allow high-throughput expression profiling of individual cells, have significantly advanced our ability of this task....

Personalized Pancreatic Cancer Management: A Systematic Review of How Machine Learning Is Supporting Decision-making.

Pancreas
This review critically analyzes how machine learning is being used to support clinical decision-making in the management of potentially resectable pancreatic cancer. Following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses...

Convolutional Invasion and Expansion Networks for Tumor Growth Prediction.

IEEE transactions on medical imaging
Tumor growth is associated with cell invasion and mass-effect, which are traditionally formulated by mathematical models, namely reaction-diffusion equations and biomechanics. Such models can be personalized based on clinical measurements to build th...

[Neoadjuvant FOLFIRINOX for Unresectable Adenocarcinoma of the Pancreas - A Case Report].

Gan to kagaku ryoho. Cancer & chemotherapy
A 38-year-old male presented to our hospital with complaint of vomiting. A CT demonstrated a mass sized 42mm in the pancreatic head invading to the duodenum and a liver mass sized 15mm in the medial segment. Biopsy revealed adenocarcinoma. Due to liv...

[A Case of Curative Resection for Advanced Pancreatic Acinar Cell Carcinoma with Liver Metastasis and Involvement of the Superior Mesenteric Artery after Chemoradiotherapy Following Systemic Chemotherapy].

Gan to kagaku ryoho. Cancer & chemotherapy
A 52-year-old man was initially diagnosed with an unresectable acinar cell carcinoma of the pancreas with liver metastasis and involvement of the superior mesenteric artery. After 5 courses of systemic chemotherapy(gemcitabine and S-1), the size of t...

[Safety and Feasibility of Pancreatic Surgery for Pancreatic Cancer in Elderly Patients].

Gan to kagaku ryoho. Cancer & chemotherapy
PURPOSE: This study aimed to evaluate the safety and feasibility of pancreatic surgery for pancreatic cancer in elderly patients.