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Deep Learning in Archaeological Remote Sensing: Automated Qanat Detection in the Kurdistan Region of Iraq

Remote sensing (Basel, Switzerland), 2020-02, Vol.12 (3), p.500

2020

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Artificial intelligence in cancer imaging: Clinical challenges and applications

CA: a cancer journal for clinicians, 2019-03, Vol.69 (2), p.127-157

2019

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Domain adaptation for segmentation of critical structures for prostate cancer therapy

Scientific reports, 2021-06, Vol.11 (1), p.11480-11480, Article 11480

2021

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Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound

International journal for computer assisted radiology and surgery, 2020-07, Vol.15 (7), p.1215-1223

2020

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Reconstruction of the arcuate fasciculus for surgical planning in the setting of peritumoral edema using two-tensor unscented Kalman filter tractography

NeuroImage clinical, 2015-01, Vol.7 (C), p.815-822

2015

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Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation

IEEE transactions on medical imaging, 2020-12, Vol.39 (12), p.3868-3878

2020

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Fully automatic catheter segmentation in MRI with 3D convolutional neural networks: application to MRI-guided gynecologic brachytherapy

Physics in medicine & biology, 2019-08, Vol.64 (16), p.165008-165008

2019

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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

IEEE transactions on medical imaging, 2019-11, Vol.38 (11), p.2556-2568

2019

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An Online Calculator for the Prediction of Survival in Glioblastoma Patients Using Classical Statistics and Machine Learning

Neurosurgery, 2020-02, Vol.86 (2), p.E184-E192

2020

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Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy

IEEE transactions on medical imaging, 2019-04, Vol.38 (4), p.1026-1036

2019

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Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

IEEE transactions on medical imaging, 2021-12, Vol.40 (12), p.3748-3761

2021

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CardioVision: A fully automated deep learning package for medical image segmentation and reconstruction generating digital twins for patients with aortic stenosis

Computerized medical imaging and graphics, 2023-10, Vol.109, p.102289-102289, Article 102289

2023

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Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound

IEEE journal of biomedical and health informatics, 2023-09, Vol.27 (9), p.1-10

2023

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Evaluation of mediastinal lymph node segmentation of heterogeneous CT data with full and weak supervision

Computerized medical imaging and graphics, 2024-01, Vol.111, p.102312, Article 102312

2024

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Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, 2017, Vol.10435, p.516-524

2017

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Automatic Needle Segmentation and Localization in MRI with 3D Convolutional Neural Networks: Application to MRI-targeted Prostate Biopsy

IEEE transactions on medical imaging, 2018-10, Vol.38 (4), p.1026-1036

2018

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Open Source Platform for Transperineal In-Bore MRI-Guided Targeted Prostate Biopsy

IEEE transactions on biomedical engineering, 2020-02, Vol.67 (2), p.565-576

2020

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Real-time active MR-tracking of metallic stylets in MR-guided radiation therapy

Magnetic resonance in medicine, 2015-05, Vol.73 (5), p.1803-1811

2015

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Automatic high resolution segmentation of the prostate from multi-planar MRI

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.177-181

2018

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Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography

International journal for computer assisted radiology and surgery, 2016-08, Vol.11 (8), p.1475-1486

2016

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Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, Vol.2021, p.443-447

2021

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Using the variogram for vector outlier screening: application to feature-based image registration

International journal for computer assisted radiology and surgery, 2018-12, Vol.13 (12), p.1871-1880

2018

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Natural Language Processing for Automated Quantification of Brain Metastases Reported in Free-Text Radiology Reports

JCO clinical cancer informatics, 2019-04 (3), p.1-9

2019

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NI-13RESOLVING THE CHALLENGES OF PERITUMORAL EDEMA IN TRACING ARCUATE FASCICULUS FOR SURGICAL PLANNING USING TWO-TENSOR UNSCENTED KALMAN FILTER TRACTOGRAPHY

Neuro-oncology (Charlottesville, Va.), 2014-11, Vol.16 (Suppl 5), p.v140-v140

2014

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Real-time active MR-tracking of metallic stylets in MR-guided radiation therapy: MR-Tracking during Radiation Therapy

Magnetic resonance in medicine, 2015-05, Vol.73 (5), p.1803-1811

2015

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Deep Learning in Archaeological Remote Sensing: Automated Qanat Detection in the Kurdistan Region of Iraq

Artificial intelligence in cancer imaging: Clinical challenges and applications

Domain adaptation for segmentation of critical structures for prostate cancer therapy

Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound

Reconstruction of the arcuate fasciculus for surgical planning in the setting of peritumoral edema using two-tensor unscented Kalman filter tractography

Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation

Fully automatic catheter segmentation in MRI with 3D convolutional neural networks: application to MRI-guided gynecologic brachytherapy

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

An Online Calculator for the Prediction of Survival in Glioblastoma Patients Using Classical Statistics and Machine Learning

Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

CardioVision: A fully automated deep learning package for medical image segmentation and reconstruction generating digital twins for patients with aortic stenosis

Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound

Evaluation of mediastinal lymph node segmentation of heterogeneous CT data with full and weak supervision

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation

Automatic Needle Segmentation and Localization in MRI with 3D Convolutional Neural Networks: Application to MRI-targeted Prostate Biopsy

Open Source Platform for Transperineal In-Bore MRI-Guided Targeted Prostate Biopsy

Real-time active MR-tracking of metallic stylets in MR-guided radiation therapy

Automatic high resolution segmentation of the prostate from multi-planar MRI

Corticospinal tract modeling for neurosurgical planning by tracking through regions of peritumoral edema and crossing fibers using two-tensor unscented Kalman filter tractography

Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty

Using the variogram for vector outlier screening: application to feature-based image registration

Natural Language Processing for Automated Quantification of Brain Metastases Reported in Free-Text Radiology Reports

NI-13RESOLVING THE CHALLENGES OF PERITUMORAL EDEMA IN TRACING ARCUATE FASCICULUS FOR SURGICAL PLANNING USING TWO-TENSOR UNSCENTED KALMAN FILTER TRACTOGRAPHY

Real-time active MR-tracking of metallic stylets in MR-guided radiation therapy: MR-Tracking during Radiation Therapy

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