List of works - Elena Casiraghi

3D Volume Reconstruction and Biometric Analysis of Fetal Brain from MR Images

article published in 2009

3D α-Expansion and Graph Cut Algorithms for Automatic Liver Segmentation from CT Images

A Novel Ensemble Technique for Protein Subcellular Location Prediction

A Novel Intrinsic Dimensionality Estimator Based on Rank-Order Statistics

A Partial Coverage Based Approach to Classification

article published in 2007

A fully automated method for lung nodule detection from postero-anterior chest radiographs

scientific article

A segmentation framework for abdominal organs from CT scans

scientific article published on 9 June 2010

An Automatic Feature Based Face Authentication System,

An open source knowledge graph ecosystem for the life sciences

scientific article published in 2024

Association of post-COVID phenotypic manifestations with new-onset psychiatric disease

scientific article published in 2024

Automatic Abdominal Organ Segmentation from CT images

Automatic Segmentation of Abdominal Organs from CT Scans

Automatic liver segmentation from abdominal CT scans

article published in 2007

Complex Data Imputation by Auto-Encoders and Convolutional Neural Networks—A Case Study on Genome Gap-Filling

scientific article published on 11 May 2020

DANCo: An intrinsic dimensionality estimator exploiting angle and norm concentration

scholarly article by Claudio Ceruti et al published August 2014 in Pattern Recognition

Epidemiological profile of non-traumatic emergencies of the neck in CT imaging: our experience

scientific article published on 20 February 2014

Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency Departments

scientific article published in 2020

Fully Automatic Segmentation of Abdominal Organs from CT Images Using Fast Marching Methods

IDEA: Intrinsic Dimension Estimation Algorithm

Intestinal interposition: the prevalence and clinical relevance of non-hepatodiaphragmatic conditions (non-Chilaiditi forms) documented by CT and review of the literature

scientific article published on 19 March 2011

Intrinsic Dimension Estimation: Relevant Techniques and a Benchmark Framework

Linear Regularized Compression of Deep Convolutional Neural Networks

scholarly article by Claudio Ceruti et al published 2017 in Lecture Notes in Computer Science

Liver Segmentation from CT Scans: A Survey

Liver segmentation from computed tomography scans: a survey and a new algorithm

scientific article published on 06 December 2008

Local Intrinsic Dimensionality Based Features for Clustering

Lung Field Segmentation in Digital Postero-Anterior Chest Radiographs

Lung nodules detection and classification

MIAQuant, a novel system for automatic segmentation, measurement, and localization comparison of different biomarkers from serialized histological slices.

scientific article published in October 2017

Minimum Neighbor Distance Estimators of Intrinsic Dimension

NSAID use and clinical outcomes in COVID-19 patients: a 38-center retrospective cohort study

scientific article published on 15 May 2022

Neighborhood Selection for Dimensionality Reduction

Network modeling of patients' biomolecular profiles for clinical phenotype/outcome prediction

scientific article published on 27 February 2020

Nodule Detection in Postero Anterior Chest Radiographs

Novel Fisher discriminant classifiers

scholarly article by Alessandro Rozza et al published October 2012 in Pattern Recognition

Novel IPCA-Based Classifiers and Their Application to Spam Filtering

Novel high intrinsic dimensionality estimators

Ontologizing health systems data at scale: making translational discovery a reality

scientific article published in 2023

Pruning the Nodule Candidate Set in Postero Anterior Chest Radiographs

Support vector machines for candidate nodules classification

The Neighbors Voting Algorithm and Its Applications

The value of precontrast thoraco-abdominopelvic CT in polytrauma patients

scientific article published on 3 March 2015

Tumor-derived microRNAs induce myeloid suppressor cells and predict immunotherapy resistance in melanoma

scientific article published on 05 November 2018

UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction

scientific article published on 14 August 2019

ki67 nuclei detection and ki67-index estimation: a novel automatic approach based on human vision modeling

scientific article published on 27 December 2019

List of works by Elena Casiraghi