Nico Scherf - Publications, H-index & Citations

Nico Scherf

methods and development group neural data science and statistical computing

15H指数

107论文数

1.0K被引数

收录论文 15

发表时间

Visualizing the multidimensional landscape of biological variation in modern microscopy 可视化现代显微镜下生物变异的多维景观

Frontiers in Bioinformatics

IF3.9

2026-03-10

OAAI

GF Gesine F. Müller; TG Torben Göpel; NS Nico Scherf; JH Jan Huisken

Correcting the Modified Stochastic Synaptic Model of Synaptic Dynamics Refinement of Vesicle and Neurotransmitters Functions 修正突触动力学中囊泡和神经递质功能精炼的修正随机突触模型

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT I

IF0

2026-01-01

PREAI

Beltran-Velandia, Ferney; Scherf', Nico; Bogdan, Martin

AUTOENCODIX: a generalized and versatile framework to train and evaluate autoencoders for biological representation learning and beyond AUTOENCODIX：一个用于训练和评估自编码器的通用且灵活的框架，应用于生物表示学习及更广泛的领域。

Nature Computational Science

IF18.3

2025-12-09

OAAI

Maximilian Josef Joas; Neringa Jurenaite; Dušan Praščević; Nico Scherf; Jan Ewald

HeteroMRI: Robust white matter abnormality classification across multi-scanner MRI data HeteroMRI：多扫描仪MRI数据下稳健的白质异常分类

GigaScience

IF3.9

2025-08-21

OAAI

Masoud Abedi; Navid Shekarchizadeh; Pierre-Louis Bazin; Nico Scherf; Julia Lier; Christa-Caroline Bergner; Wolfgang Köhler; Toralf Kirsten

Criminal Behavior in Frontotemporal Dementia: A Multimodal MRI Study 额颞叶痴呆中的犯罪行为：一项多模态MRI研究

Human Brain Mapping

IF3.3

2025-08-10

OAAI

Karsten Mueller; Nico Scherf; Timo Grimmer; Janine Diehl-Schmid; Adrian Danek; Johannes Levin; Jens Wiltfang; Sarah Anderl-Straub; Markus Otto; Matthias L. Schroeter; FTLD Consortium Germany

A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study 用于可扩展AI应用程序部署的标准化临床数据协调管道 (fhir-dhp): 验证和可用性研究

JMIR MEDICAL INFORMATICS

IF3.8

2023-03-21

OAAI

Williams, Elena; Kienast, Manuel; Medawar, Evelyn; Reinelt, Janis; Merola, Alberto; Klopfenstein, Sophie Anne Ines; Flint, Anne Rike; Heeren, Patrick; Poncette, Akira -Sebastian; Balzer, Felix; Beimes, Julian; von Buenau, Paul; Chromik, Jonas; Arnrich, Bert; Scherf, Nico; Niehaus, Sebastian

Automatic Lung Segmentation and Quantification of Aeration in Computed Tomography of the Chest Using 3D Transfer Learning

FRONTIERS IN PHYSIOLOGY

IF3.4

2022-02-04

OAAI

Maiello, Lorenzo; Ball, Lorenzo; Micali, Marco; Iannuzzi, Francesca; Scherf, Nico; Hoffmann, Ralf-Thorsten; Gama de Abreu, Marcelo; Pelosi, Paolo; Huhle, Robert

Simulating Local Deformations in the Human Cortex Due to Blood Flow-Induced Changes in Mechanical Tissue Properties: Impact on Functional Magnetic Resonance Imaging

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-09-21

OAAI

Zoraghi, Mahsa; Scherf, Nico; Jaeger, Carsten; Sack, Ingolf; Hirsch, Sebastian; Hetzer, Stefan; Weiskopf, Nikolaus

Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes

SCIENTIFIC REPORTS

IF3.9

2020-07-01

OAAI

Kloenne, Marie; Niehaus, Sebastian; Lampe, Leonie; Merola, Alberto; Reinelt, Janis; Roeder, Ingo; Scherf, Nico

Multi-scale imaging and analysis identify pan-embryo cell dynamics of germlayer formation in zebrafish

NATURE COMMUNICATIONS

IF15.7

2019-12-17

OAAI

Shah, Gopi; Thierbach, Konstantin; Schmid, Benjamin; Waschke, Johannes; Reade, Anna; Hlawitschka, Mario; Roeder, Ingo; Scherf, Nico; Huisken, Jan

Cell-accurate optical mapping across the entire developing heart

ELIFE

IF0

2017-12-29

OAAI

Weber, Michael; Scherf, Nico; Meyer, Alexander M.; Panakova, Daniela; Kohl, Peter; Huisken, Jan

Single Cell Phenotyping Reveals Heterogeneity Among Hematopoietic Stem Cells Following Infection

Stem Cells

IF3.6

2017-09-24

OAAI

MacLean, Adam L.; Smith, Maia A.; Liepe, Juliane; Sim, Aaron; Khorshed, Reema; Rashidi, Narges M.; Scherf, Nico; Krinner, Axel; Roeder, Ingo; Lo Celso, Cristina; Stumpf, Michael P. H.

Spatiotemporal Deformable Prototypes for Motion Anomaly Detection 用于运动异常检测的时空可变形原型

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2016-07-19

PREAI

Bensch, Robert; Scherf, Nico; Huisken, Jan; Brox, Thomas; Ronneberger, Olaf

The smart and gentle microscope

NATURE BIOTECHNOLOGY

IF41.7

2015-08-07

OAAI

Scherf, Nico; Huisken, Jan