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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 SectorING-INF/05 - 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
02.2399.3615---E`preferibile contattarmi via posta elettronica per prendere un appuntamento
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 2024
No product yet registered in the year 2024


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 >>)
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 >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Framework to Create Collaborative Games for Team Building using Procedural Content Generation (Show >>)
Asking Students to Do All the Work: An Analysis of a Fully Peer-Assessed Course on Game Design and Development (Show >>)
Brain MRI Tumor Segmentation with Adversarial Networks (Show >>)
Brain Magnetic Resonance Imaging Generation using Generative Adversarial Networks (Show >>)
Short-Term Trajectory Planning in TORCS using Deep Reinforcement Learning (Show >>)
Journal Articles
An Educational Experience to Raise Awareness about Space Debris (Show >>)
manifesti v. 3.7.0 / 3.7.0
Area Servizi ICT
22/06/2024