Concepedia

Alice Santilli

AS

4

Publications

78

Citations

4

H-Index

2020

Active since

Affiliations

Queen's University(Current)

Alice Santilli is an author at Queen's University specializing in engineering, medical imaging, and computer vision.

Top concepts

EngineeringMedical ImagingDeep LearningImage AnalysisComputer VisionMachine LearningMedical Image ComputingSurgeryMedicineRadiology

Publications per year

2020–2021

4

Publications

4

Perioperative margin detection in basal cell carcinoma using a deep learning framework: a feasibility study

Alice Santilli, Amoon Jamzad, Natasja Janssen et al. · International Journal of Computer Assisted Radiology and Surgery · 2020 · 28 citations

Dermoscopic Image, Surgical Oncology, Image Analysis +15

Domain adaptation and self-supervised learning for surgical margin detection

Alice Santilli, Amoon Jamzad, Alireza Sedghi et al. · International Journal of Computer Assisted Radiology and Surgery · 2021 · 22 citations

Image Analysis, Machine Learning, Medical Imaging +9

Navigated tissue characterization during skin cancer surgery

Natasja Janssen, Martin Kaufmann, Alice Santilli et al. · International Journal of Computer Assisted Radiology and Surgery · 2020 · 15 citations

Surgical Oncology, Engineering, Tissue Imaging +9

Self-Supervised Learning For Detection Of Breast Cancer In Surgical Margins With Limited Data

Alice Santilli, Amoon Jamzad, Alireza Sedghi et al. · 2021 · 13 citations

Multiple Instance Learning, Engineering, Machine Learning +23

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