Oliver Tomic

As, Norway

Last Updated: 09/26/2026

Save publications for later

Sign Up

Not sure about your diagnosis?

Check Your Symptoms

Found 23 publications

Predicting serum phosphate levels in very preterm infants using machine learning.

Predicting serum phosphate levels in very preterm infants using machine learning.

Journal: Frontiers in pediatrics

Published: May 14, 2026

Exploratory immunomonitoring during radiochemotherapy in HNSCC and machine-learning reveal immune parameters associated with disease-free survival.

Exploratory immunomonitoring during radiochemotherapy in HNSCC and machine-learning reveal immune parameters associated with disease-free survival.

Journal: NPJ precision oncology

Published: February 18, 2026

Direct integration of deep learning-based GTV auto-segmentation into a clinical radiotherapy planning system.

Direct integration of deep learning-based GTV auto-segmentation into a clinical radiotherapy planning system.

Journal: Physics and imaging in radiation oncology

Published: November 18, 2025

CNN-based prediction using early post-radiotherapy MRI as a proxy for toxicity in the murine head and neck.

CNN-based prediction using early post-radiotherapy MRI as a proxy for toxicity in the murine head and neck.

Journal: Acta oncologica (Stockholm, Sweden)

Published: May 31, 2025

Attention-based Vision Transformer Enables Early Detection of Radiotherapy-Induced Toxicity in Magnetic Resonance Images of a Preclinical Model.

Attention-based Vision Transformer Enables Early Detection of Radiotherapy-Induced Toxicity in Magnetic Resonance Images of a Preclinical Model.

Journal: Technology in cancer research & treatment

Published: April 04, 2025

Deep learning with uncertainty estimation for automatic tumor segmentation in PET/CT of head and neck cancers: impact of model complexity, image processing and augmentation.

Deep learning with uncertainty estimation for automatic tumor segmentation in PET/CT of head and neck cancers: impact of model complexity, image processing and augmentation.

Journal: Biomedical physics & engineering express

Published: April 29, 2024

Corrigendum: Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics.

Corrigendum: Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics.

Journal: Frontiers in medicine

Published: April 22, 2024

Novel ensemble feature selection techniques applied to high-grade gastroenteropancreatic neuroendocrine neoplasms for the prediction of survival.

Novel ensemble feature selection techniques applied to high-grade gastroenteropancreatic neuroendocrine neoplasms for the prediction of survival.

Journal: Computer methods and programs in biomedicine

Published: June 15, 2023

Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics.

Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics.

Journal: Frontiers in medicine

Published: May 04, 2023

Automatic gross tumor segmentation of canine head and neck cancer using deep learning and cross-species transfer learning.

Automatic gross tumor segmentation of canine head and neck cancer using deep learning and cross-species transfer learning.

Journal: Frontiers in veterinary science

Published: January 13, 2023

Non-linear shrinking of linear model errors.

Non-linear shrinking of linear model errors.

Journal: Analytica chimica acta

Published: December 21, 2022

Deep learning-based automatic delineation of anal cancer gross tumour volume: a multimodality comparison of CT, PET and MRI.

Deep learning-based automatic delineation of anal cancer gross tumour volume: a multimodality comparison of CT, PET and MRI.

Journal: Acta oncologica (Stockholm, Sweden)

Published: November 16, 2021

Showing 1-12 of 23

Last Updated: 09/26/2026