Image and Video Processing · Electrical Eng. & Systems
AIFNet: Automatic Vascular Function Estimation for Perfusion Analysis Using Deep Learning
Ezequiel de la Rosa, Diana M. Sima, Bjoern Menze, Jan S. Kirschke +1
2022-04-27
Image and Video Processing · Electrical Eng. & Systems
Differentiable Deconvolution for Improved Stroke Perfusion Analysis
Ezequiel de la Rosa, David Robben, Diana M. Sima, Jan S. Kirschke +1
2021-04-01
Image and Video Processing · Electrical Eng. & Systems
Quantification of Tracer Dilution Dynamics: An Exploration into the Mathematical Modeling of Medical Imaging
Ishmael N. Amartey, Andreas A. Linninger, Thomas Ventimiglia
2024-03-01
Medical Physics · Physics
On the sensitivity of the diffusion MRI signal to brain activity in response to a motor cortex paradigm
Alberto De Luca, Lara Schlaffke, Jeroen CW Siero, Martijn Froeling +1
2019-08-15
Computer Vision and Pattern Recognition · Computer Science
Prediction of final infarct volume from native CT perfusion and treatment parameters using deep learning
David Robben, Anna M. M. Boers, Henk A. Marquering, Lucianne L. C. M. Langezaal +8
2019-10-21
Quantitative Methods · Quantitative Biology
Automated Detection of Left Ventricle in Arterial Input Function Images for Inline Perfusion Mapping using Deep Learning: A study of 15,000 Patients
Hui Xue, Ethan Tseng, Kristopher D Knott, Tushar Kotecha +5
2020-05-11
Quantitative Methods · Quantitative Biology
Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning
Hui Xue, Rhodri Davies, Louis AE Brown, Kristopher D Knott +5
2020-06-01
Computer Vision and Pattern Recognition · Computer Science
A detection-task-specific deep-learning method to improve the quality of sparse-view myocardial perfusion SPECT images
Zezhang Yang, Zitong Yu, Nuri Choi, Abhinav K. Jha
2025-04-24
Image and Video Processing · Electrical Eng. & Systems
Deep learning analysis of coronary arteries in cardiac CT angiography for detection of patients requiring invasive coronary angiography
Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink +4
2019-11-12
Image and Video Processing · Electrical Eng. & Systems
Quantitative perfusion maps using a novelty spatiotemporal convolutional neural network
Anbo Cao, Pin-Yu Le, Zhonghui Qie, Haseeb Hassan +11
2023-12-12
Computer Vision and Pattern Recognition · Computer Science
Non-invasive hemodynamic analysis for aortic regurgitation using computational fluid dynamics and deep learning
Derek Long, Cameron McMurdo, Edward Ferdian, Charlene A. Mauger +3
2022-04-07
Quantitative Methods · Quantitative Biology
Physics-Informed autoencoder for DSC-MRI Perfusion post-processing: application to glioma grading
Pierre Fayolle, Alexandre Bône, Noëlie Debs, Mathieu Naudin +3
2025-10-17
Image and Video Processing · Electrical Eng. & Systems
Joint Blind Deconvolution and Robust Principal Component Analysis for Blood Flow Estimation in Medical Ultrasound Imaging
Duong-Hung Pham, Adrian Basarab, Ilyess Zemmoura, Jean-Pierre Remenieras +1
2020-07-13
Image and Video Processing · Electrical Eng. & Systems
Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI using Deep Convolutional Networks
Kibrom Berihu Girum, Youssef Skandarani, Raabid Hussain, Alexis Bozorg Grayeli +2
2020-11-02
Medical Physics · Physics
A review on machine learning for arterial extraction and quantitative assessment on invasive coronary angiograms
Pukar Baral, Chen Zhao, Michele Esposito, Weihua Zhou
2024-05-15
Computer Vision and Pattern Recognition · Computer Science
Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices
Tiancheng Xia, Richard Jiang, YongQing Fu, Nanlin Jin
2020-01-08
Computer Vision and Pattern Recognition · Computer Science
Fast Estimation of Haemoglobin Concentration in Tissue Via Wavelet Decomposition
Geoffrey Jones, Neil T Clancy, Xiaofei Du, Maria Robu +3
2017-06-23
Image and Video Processing · Electrical Eng. & Systems
autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients
Ruisheng Su, Sandra A. P. Cornelissen, Matthijs van der Sluijs, Adriaan C. G. M. van Es +7
2021-05-10
Image and Video Processing · Electrical Eng. & Systems
A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT
Md Ashequr Rahman, Zitong Yu, Barry A. Siegel, Abhinav K. Jha
2023-03-02
Machine Learning · Computer Science
Advancements in Myocardial Infarction Detection and Classification Using Wearable Devices: A Comprehensive Review
Abhijith S, Arjun Rajesh, Mansi Manoj, Sandra Davis Kollannur +2
2024-11-28
Neurons and Cognition · Quantitative Biology
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks
Supreeth P. Shashikumar, Amit J. Shah, Gari D. Clifford, Shamim Nemati
2018-05-24