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Davide Massimi

IRCCS Humanitas Research Hospital

SCHOLARLY PAPERS

2

DOWNLOADS

115

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

DeFT-LoRA-C: Depth Estimation with Foundation Model Tuning Using Low-Rank Adaptation for Colonoscopy

Number of pages: 19 Posted: 08 Jul 2025
Luca Carlini, Mattia Magro, Chiara Lena, Davide Massimi, Tommy Rizkala, Mobarakol Islam, Cesare Hassan and Elena De Momi
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, IRCCS Humanitas Research Hospital, IRCCS Humanitas Research Hospital, affiliation not provided to SSRN, Humanitas University and Polytechnic University of Milan
Downloads 73 (852,604)

Abstract:

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Depth estimationFoundation modelsLow-Rank Adaptation (LoRA)Colonoscopy3D reconstructionMonocular depth estimationMedical image analysisEndoscopic imagingDomain adaptationEfficient fine-tuning

2.

Combining Different Strategies to Improve Detection of Colorectal Neoplasia a Systematic Review and Network Meta-Analysis

Number of pages: 28 Posted: 03 Feb 2026
Marco Spadaccini, Rodolfo Augusto Assis Rezende, Azizullah Beran, Daryl Ramai, Demi Gerritsen, Davide Massimi, Roberto De Sire, Ludovico Alfarone, Luca Di Stefano, Tommy Rizkala, Maddalena Menini, Antonio Capogreco, Giulio Antonelli, Khalaf Kareem, Antonio Facciorusso, Daniel von Renteln, Peter Siersema, Prateek Sharma, Yuichi Mori, Douglas Rex, Cesare Hassan and Alessandro Repici
Humanitas University - Department of Biomedical Sciences, IRCCS Humanitas Research Hospital, Indiana University Purdue University Indianapolis (IUPUI) - Indiana University School of Medicine, University of Utah, Erasmus University Rotterdam (EUR) - Erasmus Medical Center (MC), IRCCS Humanitas Research Hospital, IRCCS Humanitas Research Hospital, IRCCS Humanitas Research Hospital, IRCCS Humanitas Research Hospital, IRCCS Humanitas Research Hospital, IRCCS Humanitas Research Hospital, IRCCS Humanitas Research Hospital, Ospedale dei Castelli, Humanitas University - Department of Biomedical Sciences, University of Salento, Montreal University Hospital and Research Center, Erasmus University Rotterdam (EUR) - Erasmus Medical Center (MC), Kansas City VA Medical Center - Department of Gastroenterology and Hepatology, University of Oslo, Indiana University Purdue University Indianapolis (IUPUI) - Indiana University School of Medicine, Humanitas University and Humanitas University - Department of Biomedical Sciences
Downloads 42 (1,170,409)

Abstract:

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Cancer, screening, colonoscopy, technology, innovation