Publications by authors named "Giulia Nicoletti"

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Navigating the landscape of multimodal AI in medicine: A scoping review on technical challenges and clinical applications.
Daan Schouten, Giulia Nicoletti, Bas Dille, Catherine Chia, Pierpaolo Vendittelli

Med Image Anal· October 2025

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Stain normalization matters: impact on feature relevance and classifier performance in mCRC therapy response prediction.
Giulia Nicoletti, Debora Cafaro, Federica Cruciani, Gianluca Mauri, Luca Lazzari

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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AI-Driven Pathomics for Predicting Chemotherapy Response in Metastatic Colorectal Cancer: A Transfer Learning Approach with Attention-Based Multiple Instance Learning.
Federica Cruciani, Giulia Nicoletti, Debora Cafaro, Gianluca Mauri, Luca Lazzari

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Development and validation of a clinical decision support system based on PSA, microRNAs, and MRI for the detection of prostate cancer.
Simone Mazzetti, Arianna Defeudis, Giulia Nicoletti, Giovanna Chiorino, Stefano De Luca

Eur Radiol· August 2024

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Developers-Doctor-patients: the artificial intelligence's trifecta.
Rossella Nicoletti, Giulia Nicoletti, Valentina Giannini, Jeremy Yuen Chun Teoh

Prostate Cancer Prostatic Dis· March 2024

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Development and Validation of an Explainable Radiomics Model to Predict High-Aggressive Prostate Cancer: A Multicenter Radiomics Study Based on Biparametric MRI.
Giulia Nicoletti, Simone Mazzetti, Giovanni Maimone, Valentina Cignini, Renato Cuocolo

Cancers (Basel)· January 2024

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Virtual biopsy in abdominal pathology: where do we stand?
Arianna Defeudis, Jovana Panic, Giulia Nicoletti, Simone Mazzetti, Valentina Giannini

BJR Open· February 2023

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Delta-Radiomics Predicts Response to First-Line Oxaliplatin-Based Chemotherapy in Colorectal Cancer Patients with Liver Metastases.
Valentina Giannini, Laura Pusceddu, Arianna Defeudis, Giulia Nicoletti, Giovanni Cappello

Cancers (Basel)· January 2022

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Comparison of radiomics approaches to predict resistance to 1st line chemotherapy in liver metastatic colorectal cancer.
Arianna Defeudis, Lorenzo Cefaloni, Giuliana Giannetto, Giovanni Cappello, Francesco Rizzetto, Giulia Nicoletti

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Deep learning model for automatic prostate segmentation on bicentric T2w images with and without endorectal coil.
Davide Barra, Giulia Nicoletti, Arianna Defeudis, Simone Mazzetti, Jovana Panic

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Virtual biopsy in prostate cancer: can machine learning distinguish low and high aggressive tumors on MRI?
Giulia Nicoletti, Davide Barra, Arianna Defeudis, Simone Mazzetti, Marco Gatti

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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