Official release of MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer IEEE JBHI https://ieeexplore.ieee.org/document/10006398

PanTS: The Pancreatic Tumor Segmentation Dataset

I very recently lost my amazing Mom to Pancreatic Cancer and this repository shares my story. I also will be writing stories about her and daily journal entries on how I'm feeling after the painful loss.

Pipeline analysis for whole exome sequencing of pancreatic cancer PDX models

🏆1st place in the PANORAMA challenge (early detection of PDAC on contrast-enhanced CT)

Tensorflow implementation of a 3D-CNN U-net with Grid Attention and DSV for pancreas segmentation trained on CT-82.

Graph neural networks for PDAC vs CP in histology

Pancreatic Cancer Biomarkers Identification Codes & Files

This is repo for the code used in (Carpenter, Elhossiny, Kadiyala et al, Cancer Discovery, 2023) paper from the Pasca lab

Pancreatic Cancer Diagnosis Project; undertaken at Design and Innovation Center (DIC), an initiative of the Ministry of Human Resource and Development (MHRD), India

A concise VTK volume rendering package written to render Pancreatic Ductal Adenocarcinoma

This repository contains the code for an AI-Based Universal Lesion Segmentation application based on my master's thesis. It includes a deep learning model for CT scan segmentation, a web interface built with Vite and React, and a Flask server for backend support.

KRAS-mutant pancreatic ductal adenocarcinoma (PDAC) is highly immunosuppressive and resistant to targeted therapies, immune checkpoint blockade and engineered T cells. In this study, we performed a systematic high throughput combinatorial drug screen and identified a synergistic interaction between the MEK inhibitor trametinib and the multi- kin…

Uses a segmentation NN to count organoids in brightfield images.

Exploring the Genetic Effects of Wnt Pathway on Pancreatic Adenocarcinoma

💜 Codice Viola is committed to improving the survival and quality of life of patients with pancreatic adenocarcinoma

Fancy basic vizs for

This project aims to enhance the detection and categorization of pancreatic cancer by applying advanced Python-based machine learning and deep learning methodologies. Utilizing popular algorithms remarkable accuracy was achieved in classifying pancreatic cancer through urinary biomarkers.