The current study provides a comprehensive insights into the PDAC metastatic biology.
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Aug 3, 2024 - HTML
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pdac
Here are 18 public repositories matching this topic...
🏆1st place in the PANORAMA challenge (early detection of PDAC on contrast-enhanced CT)
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Jan 13, 2026 - Python
This is repo for the code used in (Carpenter, Elhossiny, Kadiyala et al, Cancer Discovery, 2023) paper from the Pasca lab
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Mar 15, 2025 - R
Resolving the GPRC5A prognostic paradox in PDAC: subtype stratification, treatment deconfounding, proteomics, AlphaFold2, ML (R) — manuscript in prep
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Mar 27, 2026 - R
Feature Selection benchmark and analysis on multi-omics PDAC datasets
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Apr 14, 2026 - R
Pancreatic Ductal Adenocarcinoma (PDAC) is highly aggressive and often diagnosed late. This project aims to identify reliable genomic biomarkers for PDAC by integrating a Next-Generation Sequencing (NGS) pipeline with advanced Machine Learning algorithms.
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Apr 15, 2026 - R
In-silico agent-based framework for coexistence-control of pancreatic cancer (PDAC) via food-medicine-homology compounds
systems-biology agent-based-model in-silico pancreatic-cancer spatial-transcriptomics tumor-microenvironment network-pharmacology pdac computational-oncology adaptive-therapy cancer-associated-fibroblasts
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Jul 24, 2026 - Python
Bioinformatics workflow for stromal ion channel analysis in pancreatic ductal adenocarcinoma using single-cell, bulk RNA-seq, and spatial transcriptomics data.
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Jun 10, 2026 - R
Cell-resolved Xenium analysis of ion-channel expression and stromal cell states in treated pancreatic ductal adenocarcinoma
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Jul 28, 2026 - Python
Evaluating AlphaMissense pathogenicity scores for PDAC diagnostics and molecular subtyping, using TCGA-PAAD and 1000 Genomes data
machine-learning bioinformatics genomics protein-structure tcga cancer-genomics missense-mutations oncology pancreatic-cancer variant-effect-prediction precision-oncology alphafold pdac alphamissense tcga-paad 1000-genomes molecular-subtyping
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Jul 13, 2026 - Jupyter Notebook
caner cell: Immune checkpoint HLA-E:CD94-NKG2A mediates evasion of circulating tumor cells from NK cell surveillance
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Jan 26, 2023 - R
Numerical simulation of the evolution of the pancreatic cancer and the axons regulation
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Apr 3, 2024 - Python
A leakage-free ML pipeline for early pancreatic cancer detection from CT scans — combining handcrafted radiomics (PyRadiomics, ComBat) with volumetric deep learning (3D ResNet-10, MONAI) and explainable AI (SHAP, Grad-CAM).
deep-learning grad-cam medical-imaging xgboost combat ct radiomics resnet-10 pyradiomics explainable-ai pancreatic-cancer shap leakage-detection monai pdac computated-tomography
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Mar 12, 2026 - Jupyter Notebook
Please cite our paper: Bhyravbhatla N*, Alsafwani ZW*, Thapa I, et al. Targeting Oncomucin-driven Immunosuppression Improves the Efficacy of K-rasG12D Inhibition in Pancreatic Cancer. Gastroenterology. Published online May 25, 2026. doi:10.1053/j.gastro.2026.04.041
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Jul 9, 2026 - HTML
Longitudinal CT survival-prediction framework for pancreatic ductal adenocarcinoma (PDAC) using a multimodal approach.
deep-learning pytorch medical-imaging survival-analysis pancreatic-cancer pytorch-implementation nnunet pdac
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Jul 25, 2026 - Python
Cell-resolved Xenium analysis quantifying KCNMA1 spatial organization in fibroblast niches and its association with the PDAC tumor-stroma interface
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Jul 28, 2026 - Python
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