Christoffer Nellåker

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 11

Top Topics

Graph Representations

Medical Literature

Directed Acyclic

Top Venues

ECCV Workshops (1)

Publications

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
Enhancing Cross-Institute Generalisation of GNNs in Histopathology Through Multiple Embedding Graph Augmentation (MEGA). MIUA (2) (2024)
Jonathan Campbell, Mitchell Dawson, Andrew Zisserman, Weidi Xie, Christoffer Nellåker
Deep Facial Phenotyping with Mixup Augmentation. MIUA (2023)
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
A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs. CoRR (2022)
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
Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits. PLoS Comput. Biol. 16 (8) (2020)
Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker
From Same Photo: Cheating on Visual Kinship Challenges. CoRR (2018)
Craig A. Glastonbury, Michael Ferlaino, Christoffer Nellåker, Cecilia M. Lindgren
Adjusting for Confounding in Unsupervised Latent Representations of Images. CoRR (2018)
Mohsan S. Alvi, Andrew Zisserman, Christoffer Nellåker
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings. ECCV Workshops (1) (2018)
Michael Ferlaino, Craig A. Glastonbury, Carolina Motta-Mejia, Manu Vatish, Ingrid Granne, Stephen Kennedy, Cecilia M. Lindgren, Christoffer Nellåker
Towards Deep Cellular Phenotyping in Placental Histology. CoRR (2018)
Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker
From Same Photo: Cheating on Visual Kinship Challenges. ACCV (3) (2018)
Mohsan S. Alvi, Andrew Zisserman, Christoffer Nellåker
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings. CoRR (2018)
Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker
Mining Faces from Biomedical Literature using Deep Learning. BCB (2017)
Christoffer Nellåker, Fredrik Uhrzander, Joanna Tyrcha, Håkan Karlsson
Mixture models for analysis of melting temperature data. BMC Bioinform. 9 (2008)