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AI e innovazione in Sanità – Master DGIP

Qui di seguito ci sono link ad alcune risorse menzionate durante le lezioni.

Le classificazioni OMS

Le classificazioni OMS in Italiano

Weka

Un esercizio: addestramento di una CNN

Lista di sistemi AI approvati da FDA

Lettera di dimissione ospedaliera

Di seguito, un esempio fittizio di Lettera di dimissione ospedaliera da usare per un esercizio di codifica (qua il manuale di ICD9CM in italiano).

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OSPEDALE GENERALE DI SPRINGFIELD – Chirurgia Generale

Dimissione del sig. Simpson Homer, 48 anni

Il paziente è stato ricoverato il 05/09/2025 per dolore addominale acuto in fossa iliaca destra, nausea e febbricola. Gli esami ematici hanno evidenziato leucocitosi e PCR elevata; l’ecografia addominale era compatibile con appendicite acuta.

In data 06/09/2025 è stato sottoposto ad appendicectomia laparoscopica. L’intervento e il decorso post-operatorio sono stati regolari, con ripresa della canalizzazione intestinale al terzo giorno e rimozione del drenaggio al quarto giorno. Attualmente il sig.Homer è in buone condizioni generali, afebbrile, deambula autonomamente e la ferita chirurgica appare ben guarente.

Alla dimissione si consiglia:

  • terapia antibiotica domiciliare (Amoxicillina/Acido clavulanico 1 g ogni 12 ore per 5 giorni);
  • analgesico al bisogno (Paracetamolo 1 g fino a 3 volte al giorno);
  • attività quotidiane consentite, evitando sforzi eccessivi per circa 3-4 settimane.

È previsto un controllo chirurgico ambulatoriale tra 7 giorni per valutazione della ferita e rimozione dei punti. In caso di febbre, dolore addominale persistente o secrezione dalla ferita, rivolgersi al Pronto Soccorso.

Dimesso in data 10/09/2025.

Il Medico Chirurgo
Dott. Nick Riviera

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Verso la Digitalizzazione dell’Anatomia Patologica

dal 12 al 14 maggio 2025, presso l’Ospedale Civile di Udine, ASUFC ha organizzato un corso di aggiornamento per TLB e Patologi intitolato “Verso la digitalizzazione del laboratorio di Anatomia Patologica”. Relatori della prima giornata: prof. Angelo Paolo Dei Tos (università di Padova), prof. ALbino Eccher (Università di Modena e Reggio Emilia), prof. Vincenzo Della […]

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EurAsia Academy on Digital Pathology

Digital pathology (DP) and artificial intelligence (AI) have revolutionized the field of pathology. Although growing interest in DP & AI has been observed recently, there is still a reluctance to adopt this technology in routine clinical practice. Further, there is a need to harmonize this technology globally and bridge the knowledge gaps to get acquainted with the nuances of DP & AI. To this aim, we are pleased to announce the first-ever edition of the EurAsia Academy on Digital Pathology, an online event that will take place on October 10, 2023.

Organized by the European Society of Digital and Integrative Pathology (ESDIP), the Japanese Society of Digital Pathology (JSDP), and the Indian DP Interest Group, this event will bring together top-level experts from across the globe.

Throughout the day, pathologists, technicians, computer scientists, and clinicians, from entry-level to experienced users, will be able to follow online lectures that will cover major topics related to DP and AI. In this symposium, the following key areas will be addressed in two separate sessions:
1. Establishing and Transitioning to Digital Pathology
2. AI algorithms: From basics to clinical adoption

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1st MSCA BosomShield Summer School

From 28th August to 1st September, 2023 the University of Udine will host the 1st MSCA BosomShield Summer School, devoted to Image Analysis for Biomedical Imaging and specifically for Radiology and Pathology.

bosomshield-logo

Final programme here: https://mitel.dimi.uniud.it/bosomshield/

Programme

Monday 28th August, 2023
8:45IntroductionV.Della Mea, C.Di Loreto, D.Puig
9:00Biopsies and WSI preparationC. Lopez, Laia Adalid
11:00Prognostic factors in breast cancerEnrico Pegolo
12:45Lunch break
14:00Introduction to AI in Digital Pathology: BackgroundIzidor Mlakar
16:00Introduction to WSI Image AnalysisAnna Korzynska
Tuesday 29th August, 2023
9:00MRI for breast cancer 1Rodrigo Moreno
11:00Medical imaging techniques for breast cancer 1A.Lalande
12:45Lunch break
14:00Medical imaging techniques for breast cancer 2A.Lalande
16:00Teamwork: practical activities
Wednesday 30th August, 2023
9:00MRI for breast cancer 2Rodrigo Moreno
11:00Clinical Applications of Deep Learning: Unboxing and DistillationHatem A. Rashwan
12:45Lunch break
14:00Metrics for AIK.Roitero (UNIUD)
16:00Teamwork: practical activities
Thursday 31st August, 2023
9:00Scientific dissemination: bibliometrics and altmetricsV.Della Mea
11:00Hyperparameter tuning techniquesL.Di Gaspero (UNIUD)
12:45Lunch break
14:00Integrated visualization of biomedical images (tentative title)A.Poli, T.Pace (O3 Enterprise)
15:15Teamwork: practical activities
Friday 1st September, 2023
9:00Federated LearningZouhair Haddi
11:00Privacy preserving ML-based modelsJosep Domingo Ferrer
12:45Lunch break
14:00Presentation of teamwork
15:30Final remarksV.Della Mea, D.Puig

Faculty

Laia Adalid – Pere Virgili Institute for Health Research (IISPV), Tarragona, Spain

Vincenzo Della Mea – University of Udine, Italy

Luca Di Gaspero – University of Udine, Italy

Carla Di Loreto – Azienda Ospedaliero-Universitaria, Udine, Italy

Josep Domingo Ferrer – Universitat Rovira iVirgili (URV), Tarragona, Spain

Zouhair Haddi – NVISION Systems and Technologies SL, Barcelona, Spain

Anna Korzynska – Nalecz Institute of Biocybernetics and Biomedical Engineering, Warszawa, Poland  

Alain Lalande – Université Bourgogne Franche-Comté, Bourgogne, France

Carlos Lopez – Pere Virgili Institute for Health Research (IISPV), Tarragona, Spain

Izidor Mlakar – University of Maribor, Maribor, Slovenia

Rodrigo Moreno – Royal Institute of Technology (KTH), Stockholm, Sweden

Teresa Pace – O3 Enterprise, Trieste, Italy

Enrico Pegolo – Azienda Ospedaliero-Universitaria, Udine, Italy

Andrea Poli – O3 Enterprise, Trieste, Italy

Domenec Puig – Universitat Rovira i Virgili (URV), Tarragona, Spain

Hatem A. Rashwan – Universitat Rovira i Virgili (URV), Tarragona, Spain

Kevin Roitero – University of Udine, Italy

Venue

Scuola Superiore dell’Università di Udine, Palazzo Di Toppo – Wassermann

Via Gemona 92, Udine, Italy

Organization

Medical Informatics, Telemedicine & e-Health Lab (MITEL), Dept. of Mathematics, Computer Science and Physics, University of Udine, Italy 

Institute of Pathology, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, Italy

PhD Course in Computer Science & Artificial Intelligence
Dept. of Mathematics, Computer Science and Physics, University of Udine, Italy

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1st MSCA Doctoral Network “BosomShield” meeting

On 11-12 May, 2023 the MSCA BosomShield Consortium is doing its first in presence meeting in Tarragona, Spain, at the University Rovira i Virgili. 10 Doctoral candidates, their supervisors, and other project partner will share their projects, with the ultimate goal of recognizing breast cancer relapse from radiological and pathological images and data by means of artificial intelligence.

bosomshield-logo
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ESDIP Town Square Meeting: “Can I trust AI in Pathology?”

ESDIP Town Square Meeting
April 16, 2021 at 6 pm (CET)
“Can I trust AI in pathology?”

Dear All,

We are delighted to invite you to the ESDIP Town Square Meeting, a new series of informal events, starting on April 16, 2021, at 6:00 pm (CET) and aimed at promoting discussion around hot topics in digital and computational pathology.

Developed by the Educational Committee of ESDIP, under the supervision of Vincenzo Della Mea, from the University of Udine and Arvydas Laurinavičius from Vilnius University, this first meeting is titled “Can I trust AI in Pathology?”.




The main focus will be the role of artificial intelligence in pathology: the technology appears to be ready, but how reliable it is for the adoption in routine pathology practice?

The guests, Joe Saltz of the State University of New York at Stony Brook and Andrew Janowczyk of Case Western Reserve University, will briefly introduce their point of view about the title topic, then giving the floor to the public.

The valuable input from attendees, together with the expert views, will contribute to a better understanding of the advances as well as their possible clinical applications.

The workshop is free. You are welcome to attend, listen to the experts, and contribute with your viewpoint.To attend ESDIP Town Square Meeting, please send an email to 
admin@digitalpathologysociety.org until April 15, 2021. (Note: In case you have already submitted our registration and receive an email confirming it, please ignore this email). 

Sincerely,

Vincenzo Della Mea, Chair of the Educational Committee of ESDIP
On behalf of the Educational Committee of ESDIP

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Elaborazione ed Analisi di Bioimmagini con ImageJ: corso base e avanzato, Università dell’Insubria

Elaborazione ed Analisi di Bioimmagini con ImageJ: corso base e avanzato

25-26-27 novembre 2019

Sede: Università dell’Insubria, Via Alberto da Giussano 12, Busto Arsizio, Aula informatica Orario delle lezioni: Lunedì 11-18; martedì e mercoledì: 9.30-16.30.

Docente: Prof. Vincenzo Della Mea – Università di Udine

Info qui.

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IATS 2019, The University of Nottingham

Image Analysis Training School 2019

Nottingham, 26-27 September 2019

https://www.nmpn.info/imageanalysis2019

The school returns for it’s third  year in 2019 and aims to provide a comprehensive overview of the current use of image analysis in pathology diagnosis and research including practical examples

  • Address how potential problems in image analysis can be resolved
  • How digital pathology can be integrated in the work-stream

The course is suitable for Trainee and Consultant Pathologists with little or no experience of image analysis and for non-clinical scientists/computer experts (who may have some experience with digital platforms) wishing to learn more about the techniques and application of image analysis. Teaching will be delivered in the form of formal lectures and interactive work projects.

Faculty:

Dr Gloria Bueno

Prof Vincenzo Della Mea

Prof Mohammad Ilyas

Prof Gabriel Landini

Dr Abhik Mukherjee

Dr Liron Pantanowitz

Dr Alain Pitiot

Prof Nasir Rajpoot

Dr Norman Zerbe

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ICD-11 Workshop at the Meeting of the GMDS

CD-11 Workshop at the Meeting of the German Medical Informatics Association (GMDS) in Dortmund: 10th September 2019, 1445-18.

  • ICD-11 Introduction (Robert Jakob, WHO)
  • ICD-11 digital innovations (Can Celik, WHO)
  • ICD-11 in applications with an example of the Iris project (Vincenzo Della Mea, University of Udine, Italy)
  • ICD-11 Welche Arbeiten laufen bereits für Deutschland? (Ulrich Vogel, DIMDI, Germany)
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Convegno “Oltre la Domotica”

Udine, 9 novembre 2018, Auditorium “A. Comelli” Regione Autonoma Friuli Venezia Giulia Via Sabbadini, 31 – Udine

L’iniziativa si inserisce nel percorso di promozione dell’utilizzo dell’innovazione tecnologica nel sistema socio-sanitario, come enunciato nella “Carta di S. Vito al Tagliamento sulla promozione della Robotica e Domotica nel nuovo paradigma di integrazione tra Ospedale e Territorio” (17 novembre 2017). Il focus sarà rivolto ad esplorare le opportunità delle recenti acquisizioni della domotica e delle tecnologie dentro e fuori le strutture sanitarie, le abitazioni, gli ambienti di lavoro ed i mezzi di trasporto urbano ed extra-urbano.

Schermata 2018-11-06 alle 09.46.58

Info e programma: qui.

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