Machine learning analysis of whole mouse brain vasculature

Mihail Ivilinov Todorov, Johannes C. Paetzold, Oliver Schoppe, +9

Nature Methods

EngineeringMachine LearningComputational NeuroscienceNeuroinformaticsNeuroimaging +4

Cellular and Molecular Probing of Intact Human Organs

Shan Zhao, Mihail Ivilinov Todorov, Ruiyao Cai, +20

Cell

In Vivo SystemIntact Human OrgansHuman TissueCytoskeletonCellular Biochemistry +5

Deep Learning Reveals Cancer Metastasis and Therapeutic Antibody Targeting in the Entire Body

Chenchen Pan, Oliver Schoppe, Arnaldo Parra‐Damas, +24

Cell

Deep LearningMedicineImmunologyComputational PathologyEntire Body +6

Measuring the Performance of Neural Models

Oliver Schoppe, Nicol S. Harper, Ben D. B. Willmore, +2

Frontiers in Computational Neuroscience

Deep learning-enabled multi-organ segmentation in whole-body mouse scans

Oliver Schoppe, Chenchen Pan, Javier Coronel, +8

Nature Communications

Network Receptive Field Modeling Reveals Extensive Integration and Multi-feature Selectivity in Auditory Cortical Neurons

Nicol S. Harper, Oliver Schoppe, Ben D. B. Willmore, +3

PLoS Computational Biology

Multi-feature SelectivityAuditory CortexReceptive FieldCortical Sensory NeuronsSocial Sciences +16

Incorporating Midbrain Adaptation to Mean Sound Level Improves Models of Auditory Cortical Processing

Ben D. B. Willmore, Oliver Schoppe, Andrew J. King, +2

Journal of Neuroscience

Gold Nanoparticle Mediated Multi-Modal CT Imaging of Hsp70 Membrane-Positive Tumors

Melanie A. Kimm, Maxim Shevtsov, Caroline Werner, +10

Cancers

NanoparticlesEngineeringOncologic ImagingMetal NanoparticlesUtilizing Mhsp70 +14

Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective

Ahmad Bin Qasim, Ivan Ezhov, Suprosanna Shit, +7

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningScarce Data RegimesImage Analysis +20

Automated analysis of whole brain vasculature using machine learning

Mihail Ivilinov Todorov, Johannes C. Paetzold, Oliver Schoppe, +8

EngineeringMachine LearningMachine Learning ToolIntact Mouse BrainVascular Imaging +16