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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerLoiacono Daniele
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIINF-05/A - Information Processing Systems
Curriculum VitaeDownload CV (170.58Kb - 17/01/2021)
OrcIDhttps://orcid.org/0000-0002-5355-0634

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Elettronica ed Informazione------MondayFrom 15:15
To 17:15
0223993615---Please send me an email to schedule a meeting.
E-maildaniele.loiacono@polimi.it
Personal websitehttp://home.deib.polimi.it/loiacono

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2025
No product yet registered in the year 2025


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Rivista
AB0218 NATURAL LANGUAGE PROCESSING TOOLS APPLIED TO FREE-TEXT EMR ALLOW TO DISTINGUISH INFLAMMATORY ARTHRITIS FROM OTHER RHEUMATIC CONDITIONS (Show >>)
Patents
SISTEMA PER IL MONITORAGGIO STRUTTURALE DI STRUTTURE E CORRISPONDENTE PROCEDIMENTO PER IL MONITORAGGIO STRUTTURALE DI STRUTTURE (Show >>)
Conference proceedings
A Tool for the Procedural Generation of Shaders Using Interactive Evolutionary Algorithms (Show >>)
Investigating Gender Bias in Lymph-Node Segmentation with Anatomical Priors (Show >>)
Journal Articles
Deep learning and atlas-based models to streamline the segmentation workflow of total marrow and lymphoid irradiation (Show >>)
Deep learning‐based optimization of field geometry for total marrow irradiation delivered with volumetric modulated arc therapy (Show >>)
Machine learning and lean six sigma for targeted patient-specific quality assurance of volumetric modulated arc therapy plans (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Rivista
MULTI-CENTER VALIDATION OF AN AUTOMATIC PLANNING TOOL FOR LOWER-EXTREMITIES TMI AND TBI (Show >>)
PD-0582 Multicentric validation of an automatic planning tool for TMI and TBI lower-extremities using VMAT (Show >>)
PD-0903 Human validation of a Deep Learning MRI-based Synthetic CT for RT Planning (Show >>)
PO-1617 Multicentric evaluation of a machine learning model to streamline the RT patient-specific QA process (Show >>)
PO-1645 Deep learning and atlas-based approaches for Total Marrow and Lymphoid Irradiation segmentation (Show >>)
PO-2355 Internal guidelines to reduce lymph-node contour variability for total marrow/lymph node irradiation (Show >>)
Contributions on scientific books
Artificial Intelligence in Diagnostic Imaging (Show >>)
Conference proceedings
ChatGPT and Other Large Language Models as Evolutionary Engines for Online Interactive Collaborative Game Design (Show >>)
Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images (Show >>)
Ensemble Methods for Multi-Organ Segmentation in CT series (Show >>)
Segmentation of Planning Target Volume in CT Series for Total Marrow Irradiation Using U-Net (Show >>)
Journal Articles
A virtual reality classroom to teach and explore crystal solid state structures (Show >>)
An analysis of DOOM level generation using Generative Adversarial Networks (Show >>)
Automatic planning of the lower extremities for total marrow irradiation using volumetric modulated arc therapy (Show >>)
Enhancing Radiotherapy Workflow for Head and Neck Cancer with Artificial Intelligence: A Systematic Review (Show >>)
Evaluation of plan complexity and dosimetric plan quality of total marrow and lymphoid irradiation using volumetric modulated arc therapy (Show >>)
Impact of the Extremities Positioning on the Set-Up Reproducibility for the Total Marrow Irradiation Treatment (Show >>)
Internal Guidelines for Reducing Lymph Node Contour Variability in Total Marrow and Lymph Node Irradiation (Show >>)
Multicentric evaluation of a machine learning model to streamline the radiotherapy patient specific quality assurance process (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
PD-0318 Combining Single-Organ Deep Learning Segmentation Models for Total Marrow Irradiation (Show >>)
PO-1641 Virtual brain MRI missing sequences creation using machine learning generative adversarial networks (Show >>)
Patents
COMPUTER-IMPLEMENTED METHOD AND SYSTEM FOR MINIMIZING STRUCTURAL COST, MAXIMIZING FREE SPACE AND MINIMIZING ENVIRONMENTAL IMPACT IN CONCEPTUAL DESIGN OF BUILDINGS (Show >>)
Contributions on scientific books
AI, Machine Learning e Data Mining (Show >>)
Conference proceedings
A Human-centric AI-driven Framework for Exploring Large and Complex Datasets (Show >>)
Are 3D better than 2D Convolutional Neural Networks for Medical Imaging Semantic Segmentation? (Show >>)
Journal Articles
A genetic algorithm tool for conceptual structural design with cost and embodied carbon optimization (Show >>)
Applications of artificial intelligence in stereotactic body radiation therapy (Show >>)
Image Embeddings Extracted from CNNs Outperform Other Transfer Learning Approaches in Classification of Chest Radiographs (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
A multi-criteria conceptual design method using genetic algorithms to optimize structures’ cost and environmental impacts (Show >>)
Patents
Metodo e sistema implementati mediante computer per minimizzare costi strutturali, massimizzare lo spazio libero e minimizzare l'impatto ambientale in un design concettuale di edifici (Show >>)
Conference proceedings
Chest X-Rays Image Classification from $eta{-}$ Variational Autoencoders Latent Features (Show >>)
Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation (Show >>)
Journal Articles
Distributed learning: a reliable privacy-preserving strategy to change multicenter collaborations using AI (Show >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
24/04/2025