Christoffer Nellåker

12 papers Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2024 — conf
Enhancing Cross-Institute Generalisation of GNNs in Histopathology Through Multiple Embedding Graph Augmentation (MEGA).
MIUA (2)
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
2023 — conf
Deep Facial Phenotyping with Mixup Augmentation.
MIUA
Jonathan Campbell, Mitchell Dawson, Andrew Zisserman, Weidi Xie, Christoffer Nellåker
2022 J jnl
A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs.
CoRR
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
2020 J jnl
Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits.
PLoS Comput. Biol.
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
2018 J jnl
Adjusting for Confounding in Unsupervised Latent Representations of Images.
CoRR
Craig A. Glastonbury, Michael Ferlaino, Christoffer Nellåker, Cecilia M. Lindgren
2018 — conf
From Same Photo: Cheating on Visual Kinship Challenges.
ACCV (3)
Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker
2018 J jnl
From Same Photo: Cheating on Visual Kinship Challenges.
CoRR
Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker
2018 J jnl
Towards Deep Cellular Phenotyping in Placental Histology.
CoRR
Michael Ferlaino, Craig A. Glastonbury, Carolina Motta-Mejia, Manu Vatish, Ingrid Granne, Stephen Kennedy, Cecilia M. Lindgren, Christoffer Nellåker
2018 — conf
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings.
ECCV Workshops (1)
Mohsan S. Alvi, Andrew Zisserman, Christoffer Nellåker
2018 J jnl
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings.
CoRR
Mohsan S. Alvi, Andrew Zisserman, Christoffer Nellåker
2017 — conf
Mining Faces from Biomedical Literature using Deep Learning.
BCB
Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker
2008 J jnl
Mixture models for analysis of melting temperature data.
BMC Bioinform.
Christoffer Nellåker, Fredrik Uhrzander, Joanna Tyrcha, Håkan Karlsson