1.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Politecnico di MilanoIT15 papers
- Otto-von-Guericke-Universität MagdeburgDE6 papers
- Center for Behavioral Brain SciencesDE5 papers
- German Center for Neurodegenerative DiseasesDE4 papers
- European Bioinformatics InstituteGB3 papers
- Heidelberg UniversityDE3 papers
- Humanitas UniversityIT3 papers
- IRCCS Humanitas Research HospitalIT3 papers
- Leiden UniversityNL3 papers
- University of PisaIT3 papers
- Allen Institute for Cell ScienceUS2 papers
- Broad InstituteUS2 papers
3 papers · 1 filter
Transcending the Annotation Bottleneck: AI-Powered Discovery in Biology and Medicine
Soumick Chatterjee
The dependence on expert annotation has long constituted the primary rate-limiting step in the application of artificial intelligence to biomedicine. While supervised learning drov…
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders
Mangal Prakash, Alexander Krull, Florian Jug
Deep Learning based methods have emerged as the indisputable leaders for virtually all image restoration tasks. Especially in the domain of microscopy images, various content-aware…