Personal information

Germany

Activities

Employment (1)

Fraunhofer Institute for Digital Medicine: Bremen, DE

2009-01-01 to present
Employment
Source: Self-asserted source
Jan Klein

Works (50 of 91)

Items per page:
Page 1 of 2

A Python SDK for Authoring and using Computer-interpretable Guidelines

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies
2022 | Conference paper
Source: Self-asserted source
Jan Klein

Deep learning-assisted fully automatic fiber tracking for tremor treatment

Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and Modeling
2022-04-04 | Conference paper
Source: Self-asserted source
Jan Klein

Fully automated longitudinal tracking and in-depth analysis of the entire tumor burden: unlocking the complexity

Medical Imaging 2022: Computer-Aided Diagnosis
2022-04-04 | Conference paper
Source: Self-asserted source
Jan Klein

A system for fully automated monitoring of lesion evolution over time in multiple sclerosis

Proceedings Volume 11597, Medical Imaging 2021: Computer-Aided Diagnosis; 115972D
2021 | Conference paper
Source: Self-asserted source
Jan Klein

Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions

Proceedings Volume 11598, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling; 1159822
2021 | Conference paper
Source: Self-asserted source
Jan Klein

Enhanced Registration of Ultrasound Volumes by Segmentation of Resection Cavity in Neurosurgical Procedures

International Journal of Computer Assisted Radiology and Surgery
2020 | Journal article
Source: Self-asserted source
Jan Klein

Hippocampus Segmentation in CT using Deep Learning: Impact of MR versus CT-based Training Contours

Journal of Medical Imaging (JMI)
2020 | Journal article
Source: Self-asserted source
Jan Klein

Learning a Loss Function for Segmentation: A Feasibility Study

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
2020-04 | Conference paper
Source: Self-asserted source
Jan Klein

QuantMed: Component-based deep learning platform for translational research

Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and Applications
2020-03-02 | Conference paper
Source: Self-asserted source
Jan Klein

Automatic and efficient MRI-US segmentations for improving intraoperative image fusion in image-guided neurosurgery

NeuroImage: Clinical
2019 | Journal article
Part of ISSN: 2213-1582
Source: Self-asserted source
Jan Klein

Data Pooling and Sampling of Heterogeneous Image Data for White Matter Hyperintensity Segmentation

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging
2019 | Book chapter
Part of ISBN: 9783030326944
Part of ISBN: 9783030326951
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Jan Klein

Registration of Ultrasound Volumes Based on Euclidean Distance Transform

Lecture Notes in Computer Science
2019 | Book chapter
Part of ISBN: 9783030336417
Part of ISBN: 9783030336424
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Jan Klein

Segmentation-based registration of ultrasound volumes for glioma resection in image-guided neurosurgery

International Journal of Computer Assisted Radiology and Surgery
2019-10 | Journal article
Part of ISSN: 1861-6410
Part of ISSN: 1861-6429
Source: Self-asserted source
Jan Klein

Quantitative and qualitative methods for efficient evaluation of multiple 3D organ segmentations

Medical Imaging 2019: Image Processing
2019-03-15 | Conference paper
Source: Self-asserted source
Jan Klein

Artifact-driven sampling schemes for robust female pelvis CBCT segmentation using deep learning

Medical Imaging 2019: Computer-Aided Diagnosis
2019-03-13 | Conference paper
Source: Self-asserted source
Jan Klein

Neural-network-based automatic segmentation of cerebral ultrasound images for improving image-guided neurosurgery

Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling
2019-03-08 | Conference paper
Source: Self-asserted source
Jan Klein

Review of first clinical experiences with a 1.5 Tesla ceiling-mounted moveable intraoperative MRI system in Europe

Bosnian Journal of Basic Medical Sciences
2019-02-12 | Journal article
Part of ISSN: 1840-4812
Part of ISSN: 1512-8601
Source: Self-asserted source
Jan Klein

Tractography Verified by Intraoperative Magnetic Resonance Imaging and Subcortical Stimulation During Tumor Resection Near the Corticospinal Tract

Operative Neurosurgery
2019-02-01 | Journal article
Part of ISSN: 2332-4252
Part of ISSN: 2332-4260
Source: Self-asserted source
Jan Klein

Evaluation of deep learning methods for parotid gland segmentation from CT images

Journal of Medical Imaging
2018-10-01 | Journal article
Part of ISSN: 2329-4302
Source: Self-asserted source
Jan Klein

Homogeneous application of imaging criteria in a multicenter trial supported by investigator training: A report from the WAKE-UP study

European Journal of Radiology
2018-07 | Journal article
Part of ISSN: 0720-048X
Source: Self-asserted source
Jan Klein

Parotid gland segmentation with deep learning using clinical vs. curated training data

Radiotherapy and Oncology
2018-04 | Journal article
Part of ISSN: 0167-8140
Source: Self-asserted source
Jan Klein

On the role of the amygdala for experiencing fatigue in patients with multiple sclerosis

Multiple Sclerosis and Related Disorders
2018-02 | Journal article
Part of ISSN: 2211-0348
Source: Self-asserted source
Jan Klein

Exploring DeepMedic for the purpose of segmenting white matter hyperintensity lesions

Medical Imaging 2018: Computer-Aided Diagnosis
2018-02-27 | Conference paper
Source: Self-asserted source
Jan Klein
grade
Preferred source (of 2)‎

Cross-Sectional and Longitudinal Relationships between Depressive Symptoms and Brain Atrophy in MS Patients

Frontiers in Human Neuroscience
2016-12-16 | Journal article
Part of ISSN: 1662-5161
Source: Self-asserted source
Jan Klein

The Impact of MS-Related Cognitive Fatigue on Future Brain Parenchymal Loss and Relapse: A 17-Month Follow-up Study

Frontiers in Neurology
2016-09-21 | Journal article
Part of ISSN: 1664-2295
Source: Self-asserted source
Jan Klein

Different cortical underpinnings for fatigue and depression in MS?

Multiple Sclerosis and Related Disorders
2016-03 | Journal article
Part of ISSN: 2211-0348
Source: Self-asserted source
Jan Klein

On the relation between self-reported cognitive fatigue and the posterior hypothalamic−brainstem network

European Journal of Neurology
2016-01 | Journal article
Part of ISSN: 1351-5101
Source: Self-asserted source
Jan Klein

Automatic Segmentation of the Cerebral Falx and Adjacent Gyri in 2D Ultrasound Images

Informatik aktuell
2015 | Book chapter
Part of ISBN: 9783662462232
Part of ISBN: 9783662462249
Part of ISSN: 1431-472X
Source: Self-asserted source
Jan Klein

Automatic segmentation of the falx, tentorium and adjacent gyri in two-dimensional ultrasound images

66. Jahrestagung der Deutschen Gesellschaft für Neurochirurgie (DGNC)
2015 | Conference abstract
Source: Self-asserted source
Jan Klein

Cortical and Subcortical Grey and White Matter Atrophy in Myotonic Dystrophies Type 1 and 2 Is Associated with Cognitive Impairment, Depression and Daytime Sleepiness

PLOS ONE
2015-06-26 | Journal article
Part of ISSN: 1932-6203
Source: Self-asserted source
Jan Klein

Measuring the lesion load of multiple sclerosis patients within the corticospinal tract

Medical Imaging 2015: Image Processing
2015-03-20 | Conference paper
Source: Self-asserted source
Jan Klein

Integrity of hypothalamic fibers and cognitive fatigue in multiple sclerosis

Multiple Sclerosis and Related Disorders
2015-01 | Journal article
Part of ISSN: 2211-0348
Source: Self-asserted source
Jan Klein

The Optic Radiation and the Cerebellar Peduncles in Adolescents with First-Admission Schizophrenia - A Diffusion Tensor Imaging Study

Journal of Neuroimaging
2014-03 | Journal article
Part of ISSN: 1051-2284
Source: Self-asserted source
Jan Klein

Die Bedeutung des rechten Inselkortex für erlebte Fatigue bei Multipler Sklerose

Klinische Neurophysiologie
2014-03-12 | Journal article
Part of ISSN: 1434-0275
Part of ISSN: 1439-4081
Source: Self-asserted source
Jan Klein

Interactive Visualization of Neuroanatomical Data for a Hands-On Multimedia Exhibit

Visualization in Medicine and Life Sciences
2013 | Conference paper
Source: Self-asserted source
Jan Klein

Reconstruction of White Matter Tracts via Repeated Deterministic Streamline Tracking – Initial Experience

PLoS ONE
2013-05-06 | Journal article
Part of ISSN: 1932-6203
Source: Self-asserted source
Jan Klein

Neural correlates of stimulus response and stimulus outcome shifting in healthy participants and MS patients

Brain and Cognition
2013-02 | Journal article
Part of ISSN: 0278-2626
Source: Self-asserted source
Jan Klein

Diffusion-weighted imaging-based probabilistic segmentation of high- and low-proliferative areas in high-grade gliomas

Cancer Imaging
2012 | Journal article
Part of ISSN: 1470-7330
Source: Self-asserted source
Jan Klein

Atlas-based fiber reconstruction from diffusion tensor MRI data

International Journal of Computer Assisted Radiology and Surgery
2012-11 | Journal article
Part of ISSN: 1861-6410
Part of ISSN: 1861-6429
Source: Self-asserted source
Jan Klein

Regional volumetry of the central nervous system to detect differences between Neuromyelitis Optica and Multiple Sclerosis

Magnetic Resonance Materials in Physics, Biology and Medicine
2012-10 | Conference abstract
Part of ISSN: 0968-5243
Part of ISSN: 1352-8661
Source: Self-asserted source
Jan Klein

Atlas-based fiber reconstruction from diffusion tensor MRI data

International Journal of Computer Assisted Radiology and Surgery
2012-06 | Conference abstract
Part of ISSN: 1861-6410
Part of ISSN: 1861-6429
Source: Self-asserted source
Jan Klein

DTI segmentation via the combined analysis of connectivity maps and tensor distances

NeuroImage
2012-04 | Journal article
Part of ISSN: 1053-8119
Source: Self-asserted source
Jan Klein

White matter alterations in the corpus callosum of adolescents with first-admission schizophrenia

Neuroscience Letters
2012-04 | Journal article
Part of ISSN: 0304-3940
Source: Self-asserted source
Jan Klein

Efficient global fiber tracking on multi-dimensional diffusion direction maps

Medical Imaging 2012: Image Processing
2012-02-23 | Conference paper
Source: Self-asserted source
Jan Klein

Segmentation of fiber tracts based on an accuracy analysis on diffusion tensor software phantoms

NeuroImage
2011-03 | Journal article
Part of ISSN: 1053-8119
Source: Self-asserted source
Jan Klein

Boundary estimation of fiber bundles derived from diffusion tensor images

International Journal of Computer Assisted Radiology and Surgery
2011-01 | Journal article
Part of ISSN: 1861-6410
Part of ISSN: 1861-6429
Source: Self-asserted source
Jan Klein

Grey and white matter atrophy in MS: Associations to corticospinal tract degeneration and upper spinal cord atrophy are restricted to relapsing-remitting MS

European Congress of Radiology
2010 | Conference abstract
Source: Self-asserted source
Jan Klein

Comparison of Diffusion Tensor-Based Tractography and Quantified Brain Atrophy for Analyzing Demyelination and Axonal Loss in MS

Journal of Neuroimaging
2010-10 | Journal article
Part of ISSN: 1051-2284
Source: Self-asserted source
Jan Klein

Efficacy of an executive function intervention programme in MS: a placebo-controlled and pseudo-randomized trial

Multiple Sclerosis Journal
2010-09 | Journal article
Part of ISSN: 1352-4585
Part of ISSN: 1477-0970
Source: Self-asserted source
Jan Klein

A Fast and Robust Graph-Based Approach for Boundary Estimation of Fiber Bundles Relying on Fractional Anisotropy Maps

2010 20th International Conference on Pattern Recognition
2010-08 | Conference paper
Source: Self-asserted source
Jan Klein
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