Christoffer Nellåker

According to our database, Christoffer Nellåker authored at least 10 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing Cross-Institute Generalisation of GNNs in Histopathology Through Multiple Embedding Graph Augmentation (MEGA).

Jonathan Campbell, Claudia Vanea, Liis Salumäe, Karen Meir, Drorith Hochner-Celnikier, Hagit Hochner, Triin Laisk, Linda M. Ernst, Cecilia M. Lindgren, Weidi Xie, Christoffer Nellåker

Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

2023

Deep Facial Phenotyping with Mixup Augmentation.

Jonathan Campbell, Mitchell Dawson, Andrew Zisserman, Weidi Xie, Christoffer Nellåker

Proceedings of the Medical Image Understanding and Analysis - 27th Annual Conference, 2023

2022

A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs.

Claudia Vanea, Jonathan Campbell, Omri Dodi, Liis Salumäe, Karen Meir, Drorith Hochner-Celnikier, Hagit Hochner, Triin Laisk, Linda M. Ernst, Cecilia M. Lindgren, Christoffer Nellåker

CoRR, 2022

2020

Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits.

Craig A. Glastonbury, Sara L. Pulit, Julius Honecker, Jenny C. Censin, Samantha Laber, Hanieh Yaghootkar, Nilufer Rahmioglu, Emilie Pastel, Katerina Kos, Andrew Pitt, Michelle Hudson, Christoffer Nellåker, Nicola L. Beer, Hans Hauner, Christian M. Becker, Krina T. Zondervan, Timothy M. Frayling, Melina Claussnitzer, Cecilia M. Lindgren

PLoS Comput. Biol., 2020

2018

Adjusting for Confounding in Unsupervised Latent Representations of Images.

Craig A. Glastonbury, Michael Ferlaino, Christoffer Nellåker, Cecilia M. Lindgren

CoRR, 2018

Towards Deep Cellular Phenotyping in Placental Histology.

Michael Ferlaino, Craig A. Glastonbury, Carolina Motta-Mejia, Manu Vatish, Ingrid Granne, Stephen Kennedy, Cecilia M. Lindgren, Christoffer Nellåker

CoRR, 2018

Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings.

Mohsan S. Alvi, Andrew Zisserman, Christoffer Nellåker

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

From Same Photo: Cheating on Visual Kinship Challenges.

Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Mining Faces from Biomedical Literature using Deep Learning.

Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2008

Mixture models for analysis of melting temperature data.

Christoffer Nellåker, Fredrik Uhrzander, Joanna Tyrcha, Håkan Karlsson

BMC Bioinform., 2008