Image and Video Processing · Electrical Eng. & Systems
Automatic Endoscopic Ultrasound Station Recognition with Limited Data
Abhijit Ramesh, Anantha Nandanan, Nikhil Boggavarapu, Priya Nair MD +1
2023-12-29
Machine Learning · Computer Science
Early Detection of Pancreatic Cancer Using Multimodal Learning on Electronic Health Records
Mosbah Aouad, Anirudh Choudhary, Awais Farooq, Steven Nevers +5
2025-08-20
Machine Learning · Computer Science
Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports
David Le, Ramon Correa-Medero, Amara Tariq, Bhavik Patel +2
2025-04-02
Image and Video Processing · Electrical Eng. & Systems
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble
Yingda Xia, Qihang Yu, Wei Shen, Yuyin Zhou +2
2020-07-03
Image and Video Processing · Electrical Eng. & Systems
Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography
Natália Alves, Megan Schuurmans, Geke Litjens, Joeran S. Bosma +2
2022-01-14
Computer Vision and Pattern Recognition · Computer Science
PanDx: AI-assisted Early Detection of Pancreatic Ductal Adenocarcinoma on Contrast-enhanced CT
Han Liu, Riqiang Gao, Eileen Krieg, Sasa Grbic
2025-12-16
Computer Vision and Pattern Recognition · Computer Science
Improved Pancreatic Tumor Detection by Utilizing Clinically-Relevant Secondary Features
Christiaan G. A. Viviers, Mark Ramaekers, Peter H. N. de With, Dimitrios Mavroeidis +3
2022-08-09
Computer Vision and Pattern Recognition · Computer Science
Early and Prediagnostic Detection of Pancreatic Cancer from Computed Tomography
Wenxuan Li, Pedro R. A. S. Bassi, Lizhou Wu, Xinze Zhou +33
2026-01-30
Medical Physics · Physics
deepPERFECT: Novel Deep Learning CT Synthesis Method for Expeditious Pancreatic Cancer Radiotherapy
Hamed Hooshangnejad, Quan Chen, Xue Feng, Rui Zhang +1
2023-06-07
Image and Video Processing · Electrical Eng. & Systems
Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer
Hexin Dong, Jiawen Yao, Yuxing Tang, Mingze Yuan +10
2023-09-14
Computer Vision and Pattern Recognition · Computer Science
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma
Zhuotun Zhu, Yingda Xia, Lingxi Xie, Elliot K. Fishman +1
2019-08-09
Computer Vision and Pattern Recognition · Computer Science
Performance of a Deep Learning-Based Segmentation Model for Pancreatic Tumors on Public Endoscopic Ultrasound Datasets
Pankaj Gupta, Priya Mudgil, Niharika Dutta, Kartik Bose +10
2026-01-12
Image and Video Processing · Electrical Eng. & Systems
Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans
Ling Zhang, Yu Shi, Jiawen Yao, Yun Bian +4
2020-08-26
Computer Vision and Pattern Recognition · Computer Science
A Multi-Stage Fine-Tuning and Ensembling Strategy for Pancreatic Tumor Segmentation in Diagnostic and Therapeutic MRI
Omer Faruk Durugol, Maximilian Rokuss, Yannick Kirchhoff, Klaus H. Maier-Hein
2025-09-01
Image and Video Processing · Electrical Eng. & Systems
Hyper-Pairing Network for Multi-Phase Pancreatic Ductal Adenocarcinoma Segmentation
Yuyin Zhou, Yingwei Li, Zhishuai Zhang, Yan Wang +4
2019-09-04
Image and Video Processing · Electrical Eng. & Systems
Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients
Alexander Ziller, Ayhan Can Erdur, Friederike Jungmann, Daniel Rueckert +2
2023-03-31
Computer Vision and Pattern Recognition · Computer Science
Joint Shape Representation and Classification for Detecting PDAC
Fengze Liu, Lingxi Xie, Yingda Xia, Elliot K. Fishman +1
2019-08-22
Computer Vision and Pattern Recognition · Computer Science
Cross-Organ Domain Adaptive Neural Network for Pancreatic Endoscopic Ultrasound Image Segmentation
ZhiChao Yan, Hui Xue, Yi Zhu, Bin Xiao +1
2024-09-10
Image and Video Processing · Electrical Eng. & Systems
Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models
Reza Babaei, Samuel Cheng, Theresa Thai, Shangqing Zhao
2024-06-06
Quantitative Methods · Quantitative Biology
A 3D Pancreatic Cancer Model with Integrated Optical Sensors for Noninvasive Metabolism Monitoring and Drug Screening
Anna Chiara Siciliano, Stefania Forciniti, Valentina Onesto, Helena Iuele +5
2024-07-11
Quantitative Methods · Quantitative Biology
A Novel Tool for the Accurate and Affordable Early Diagnosis of Pancreatic Cancer via Machine Learning and Bioinformatics
Siya Goel, Clark Gedney, Jean Honorio
2020-12-15
Image and Video Processing · Electrical Eng. & Systems
DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging
Jiawen Yao, Yu Shi, Le Lu, Jing Xiao +1
2020-08-28
Medical Physics · Physics
A novel TOF-PET MRI detector for diagnosis and follow up of the prostate cancer
F. Garibaldi, S. Beging, R. Canese, G. Carpinelli +13
2017-08-25