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Brennan Nichyporuk

Identifiers

  • name variant Brennan Nichyporuk 0.60 · backfill

Papers (19)

  1. Building a General SimCLR Self-Supervised Foundation Model Across Neurological Diseases to Advance 3D Brain MRI Diagnoses cs.CV · 2025 · author #3
  2. SSL-AD: Spatiotemporal Self-Supervised Learning for Generalizability and Adaptability Across Alzheimer's Prediction Tasks and Datasets cs.CV · 2025 · author #3
  3. Spatio-Temporal Conditional Diffusion Models for Forecasting Future Multiple Sclerosis Lesion Masks Conditioned on Treatments eess.IV · 2025 · author #6
  4. Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free cs.CV · 2025 · author #4
  5. DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations cs.CV · 2024 · author #3
  6. HyperFusion: A Hypernetwork Approach to Multimodal Integration of Tabular and Medical Imaging Data for Predictive Modeling cs.CV · 2024 · author #2
  7. Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles cs.LG · 2023 · author #3
  8. Debiasing Counterfactuals In the Presence of Spurious Correlations cs.CV · 2023 · author #4
  9. Understanding metric-related pitfalls in image analysis validation cs.CV · 2023 · author #57
  10. Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation cs.CV · 2022 · author #1
  11. Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers cs.CV · 2022 · author #3
  12. Information Gain Sampling for Active Learning in Medical Image Classification cs.CV · 2022 · author #3
  13. Metrics reloaded: Recommendations for image analysis validation cs.CV · 2022 · author #59
  14. Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI eess.IV · 2022 · author #3
  15. Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation eess.IV · 2021 · author #1
  16. Optimizing Operating Points for High Performance Lesion Detection and Segmentation Using Lesion Size Reweighting eess.IV · 2021 · author #1
  17. Common Limitations of Image Processing Metrics: A Picture Story eess.IV · 2021 · author #64
  18. HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images eess.IV · 2021 · author #4
  19. Accounting for Variance in Machine Learning Benchmarks cs.LG · 2021 · author #5

Mentions

  • 2509.10620 #3 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2509.10453 #3 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2508.07006 #6 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2502.03687 #4 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2310.15952 #3 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2403.13319 #2 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2405.09288 #3 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2302.01790 #57 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2206.01653 #59 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2104.05642 #64 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2308.10984 #4 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2210.17398 #1 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2204.01702 #3 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2208.02311 #3 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2208.00974 #3 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2108.00713 #1 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2107.12978 #1 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2103.16617 #4 · arxiv_oai · confidence 0.70 Brennan Nichyporuk
  • 2103.03098 #5 · arxiv_oai · confidence 0.70 Brennan Nichyporuk

Frequent Coauthors