Publications and scholarly profiles

Publications

Selected recent publications and external scholarly profiles for the Knowlton Lab.

Selected publications

Recent work across imaging, fertility, and translational analytics

This section surfaces selected recent work directly on the site while keeping complete profile links available for the broader publication record.

2026 Journal of Medical Imaging and Radiation Oncology

Improving Breast Cancer Detection in Higher Risk Women: A Multi-Modality Imaging Evaluation in a Private Screening Clinic

Evaluates tomosynthesis, ultrasound, and MRI in a risk-stratified breast screening workflow for women with dense breasts and elevated risk.

Breast imagingClinical translationRisk stratification
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2025 Journal of Assisted Reproduction and Genetics

Accurate machine learning model for human embryo morphokinetic stage detection

Describes a machine learning pipeline for identifying 17 morphokinetic stages in pre-implantation embryo development from time-lapse imagery.

EmbryologyComputer visionMachine learning
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2024 Cancers

Analysis of HER2-Low Breast Cancer in Aotearoa New Zealand: A Nationwide Retrospective Cohort Study

National cohort analysis of HER2-positive, HER2-low, and HER2-zero invasive breast cancers in Aotearoa New Zealand.

Breast cancerPopulation studyAotearoa
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2021 Cancers

Breast Cancer Patient Prognosis Is Determined by the Interplay between TP53 Mutation and Alternative Transcript Expression: Insights from TP53 Long Amplicon Digital PCR Assays

Links molecular profiling and transcript expression patterns to breast cancer prognosis using assay-driven translational analysis.

Molecular oncologyBiomarkersBreast cancer
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