Nicholas J. Hawkins

Sydney, NSW, Australia

Last Updated: 09/26/2026

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Found 49 publications

Artificial Intelligence-Assisted Risk Stratification in Stage II Colorectal Cancer: Multi-Institutional Validation of Semantically Enhanced Deep Learning.

Artificial Intelligence-Assisted Risk Stratification in Stage II Colorectal Cancer: Multi-Institutional Validation of Semantically Enhanced Deep Learning.

Journal: Gastroenterology
Published: February 14, 2026

Artificial intelligence-based tumor-stroma ratio quantification reveals prognostic value and stromal-driven immunosuppression in colorectal cancer: an international validation study.

Artificial intelligence-based tumor-stroma ratio quantification reveals prognostic value and stromal-driven immunosuppression in colorectal cancer: an international validation study.

Journal: Journal of translational medicine
Published: October 22, 2025

Deep learning-based H&E-derived risk scores in colorectal cancer: associations with tumour morphology, biology, and predicted drug response.

Deep learning-based H&E-derived risk scores in colorectal cancer: associations with tumour morphology, biology, and predicted drug response.

Journal: The Journal of pathology
Published: September 20, 2025

Spatial biomarker discovery via interpretable semantic learning in histopathology.

Spatial biomarker discovery via interpretable semantic learning in histopathology.

Journal: Cancer cell
Published: September 20, 2025

Foundation Model for Predicting Prognosis and Adjuvant Therapy Benefit From Digital Pathology in GI Cancers.

Foundation Model for Predicting Prognosis and Adjuvant Therapy Benefit From Digital Pathology in GI Cancers.

Journal: Journal of clinical oncology : official journal of the American Society of Clinical Oncology
Published: April 01, 2025

Sex and outcomes of patients with microsatellite instability-high and BRAF V600E mutated metastatic colorectal cancer receiving immune checkpoint inhibitors.

Sex and outcomes of patients with microsatellite instability-high and BRAF V600E mutated metastatic colorectal cancer receiving immune checkpoint inhibitors.

Journal: Journal for immunotherapy of cancer
Published: January 24, 2025

Automated deep learning-based assessment of tumour-infiltrating lymphocyte density determines prognosis in colorectal cancer.

Automated deep learning-based assessment of tumour-infiltrating lymphocyte density determines prognosis in colorectal cancer.

Journal: Journal of translational medicine
Published: April 19, 2024

End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study.

End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study.

Journal: The Lancet. Digital health
Published: April 05, 2023

Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.

Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.

Journal: Cancer cell
Published: January 04, 2023

Oncomicrobial Community Profiling Identifies Clinicomolecular and Prognostic Subtypes of Colorectal Cancer.

Oncomicrobial Community Profiling Identifies Clinicomolecular and Prognostic Subtypes of Colorectal Cancer.

Journal: Gastroenterology
Published: August 09, 2022

Survival prediction in triple negative breast cancer using multiple instance learning of histopathological images.

Survival prediction in triple negative breast cancer using multiple instance learning of histopathological images.

Journal: Scientific reports
Published: May 30, 2022

Gene-Expression Profiling of Mucinous Ovarian Tumors and Comparison with Upper and Lower Gastrointestinal Tumors Identifies Markers Associated with Adverse Outcomes.

Gene-Expression Profiling of Mucinous Ovarian Tumors and Comparison with Upper and Lower Gastrointestinal Tumors Identifies Markers Associated with Adverse Outcomes.

Journal: Clinical cancer research : an official journal of the American Association for Cancer Research
Published: May 24, 2022
Showing 1-12 of 49

Last Updated: 09/26/2026