Giulia Nicoletti - Publications

Stain normalization matters: impact on feature relevance and classifier performance in mCRC therapy response prediction.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

AI-Driven Pathomics for Predicting Chemotherapy Response in Metastatic Colorectal Cancer: A Transfer Learning Approach with Attention-Based Multiple Instance Learning.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Methodological quality of cardiac CT and MRI radiomics studies assessed using METRICS and RQS by human readers and ChatGPT 5.1 Thinking.

Journal: European radiology experimental

Published: November 02, 2025

Navigating the landscape of multimodal AI in medicine: A scoping review on technical challenges and clinical applications.

Journal: Medical image analysis

Published: November 02, 2024

Development and Validation of an Explainable Radiomics Model to Predict High-Aggressive Prostate Cancer: A Multicenter Radiomics Study Based on Biparametric MRI.

Journal: Cancers

Published: November 15, 2023

Developers-Doctor-patients: the artificial intelligence's trifecta.

Journal: Prostate cancer and prostatic diseases

Published: July 22, 2023

Development and validation of a clinical decision support system based on PSA, microRNAs, and MRI for the detection of prostate cancer.

Journal: European radiology

Published: April 12, 2023

Virtual biopsy in abdominal pathology: where do we stand?

Journal: BJR open

Published: November 18, 2022

Delta-Radiomics Predicts Response to First-Line Oxaliplatin-Based Chemotherapy in Colorectal Cancer Patients with Liver Metastases.

Journal: Cancers

Published: December 14, 2021

Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI?

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021