Reader Study๐งโโ๏ธ๐ฉโโ๏ธยถ
The PANORAMA: Reader Study will be the first large-scale reader study to establish the clinical baseline performance of radiologists at PDAC detection on CECT scans. The reader study will include 40+ international readers from different ranges of expertise with pancreatic cancer who will evaluate a subset of 400 cases in the hidden testing cohort.ย The reader study will be two-fold:ยถ
- Readers give a discrete diagnosis with an additional PDAC likelihood score between 0 and 1 for each scan in the data set.
- As a secondary task, readers provide a point annotation of the lesion location in the PDAC cases.
Disclaimer(s):ยถ
- All readers will have consented to reserve their reading experience and findings (e.g. verbally or via screenshots) from all individuals and entities (e.g. other readers or pancreas-AI developers), with the exception of the PANORAMA organization team (if needed), till the study has officially concluded.
Readersยถ
Table. All 68 radiologists (40 centers, 12 countries) who completed the PANORAMA: Reader Study (as of 24 March, 2025).
| Name | Center | Country | |
|---|---|---|---|
| 1 | Maxime Ronot | Hรดpital Beaujon |
France |
| 2 | Marco Dioguardi Burgio |
Hรดpital Beaujon |
France |
| 3 | Verena Obmann | Bernย University Hospital |
Switserland |
| 4 | Giovanni Morana |
General Hospital Treviso |
Italy |
| 5 | Adrian Thomas Huber |
Bern University Hospital |
Switzerland |
| 6 | Anselm Schulz | Oslo University Hospital | Norway |
| 7 | Erik Soloff | University of Washington | United States |
| 8 | Nirav Patel |
St Georges University Hospital |
United Kingdom |
| 9 | Hรฅvard Bjรธrke Jenssen |
Oslo University Hospital |
Norway |
| 10 | Enza Genco |
Fondazione Policlinico A. Gemelli IRCCS |
Italy |
| 11 | Giacomo Avesani |
Fondazione Policlinico A. Gemelli IRCCS |
Italy |
| 12 | Roberto Cannella |
University Hospital of Palermo |
Italy |
| 13 | Charikleia Triantopoulou |
Konstantopouleio General Hospital |
Greece |
| 14 | Pawan Patel |
St Georges University Hospital |
United Kingdom |
| 15 | Matteo Bonatti |
Bolzano Central Hospital |
Italy |
| 16 | Umberto Tupputi |
Bonomo Hospital | Italy |
| 17 | Giorgia Porrello |
University Hospital of Palermo |
Italy |
| 18 | Raลit Eren Bรผyรผktoka |
Izmir City Hospital |
Turkey |
| 19 | Francesca Castagnoli |
Royal Marsden Hospitalย |
United Kingdom |
| 20 | Sonaz Malekzadeh |
Sion hospital |
Switzerland |
| 21 | Dominik Geisel |
Charitรฉ |
Germany |
| 22 | Bang-Bin Chen |
National Taiwan University Hospital |
Taiwan |
| 23 | Amine Korchi |
Private Radiology Center Geneva |
Switzerland |
| 24 | Jip Prince | University Medical Center Utrecht | The Netherlands |
| 25 | Remy Geenen |
Northwest Clinics |
The Netherlands |
| 26 | Frank Wessels |
University Medical Center Utrecht |
The Netherlands |
| 27 | Robbert de Haas | University Medical Center Groningen | The Netherlands |
| 28 | Roy S. Dwarkasing |
Erasmus Medical Center | The Netherlands |
| 29 | Loekie van Valkenhoef |
Erasmus Medical Center |
The Netherlands |
| 30 | Marc Engelbrecht |
Amsterdam UMC |
The Netherlands |
| 31 | Kosta Petrovic |
Haukeland University Hospital |
Norway |
| 32 | Katja De Paepe |
Beth Israel Deaconess Medical Center |
United States |
| 33 | Nazmi Kurt |
Beth Israel Deaconess Medical Center |
United States |
| 34 | Sofia Gourtsoyianni |
Areteion Hospital |
Greece |
| 35 | Gunnar Juliusson |
Karolinska University Hospital |
Sweden |
| 36 | Riccardo Valletta |
Bolzano Central Hospital |
Italy |
| 37 | Raffaella Pozzi Mucelli |
Karolinska University Hospital |
Sweden |
| 38 | Marco Chincarini |
Azienda Ospedaliera Universitaria Integrata Verona |
Italy |
| 39 | Matilde Bariani |
Azienda Ospedaliera Universitaria Integrata Verona |
Italy |
| 40 | Herman Zandvoort |
Deventer Ziekenhuis |
The Netherlands |
| 41 | Federica Omboni |
Azienda Ospedaliera Universitaria Integrata Verona |
Italy |
| 42 | Paolo Maria Sbeghen |
Azienda Ospedaliera Universitaria Integrata Verona |
Italy |
| 43 | Luca Fortuna |
Azienda Ospedaliera Universitaria Integrata Verona |
Italy |
| 44 | Cesare Maino |
Fondazione IRCCS San Gerardo dei Tintori |
Italy |
| 45 | Enrico Boninsegna |
Azienda Ospedaliera Universitaria Integrata Verona |
Italy |
| 46 | Natalie Norstedt |
Karolinska University Hospital |
Sweden |
| 47 | Pietro Andrea Bonaffini |
Papa Giovanni XXIII Hospital |
Italy |
| 48 | Enrico Boninsegna |
Azienda Ospedaliera Universitaria Integrata Verona |
Italy |
| 49 | Elisa Boffa |
Ospedale Santa Maria Misericordia Udine |
Italy |
| 50 | Abraham Fourie Bezuidenhout |
Harvard Medical School |
USA |
| 51 | Giulia Zamboni |
University of Verona |
Italy |
| 52 | Andrea Ponsiglione |
University of Naples Federico II |
Italy |
| 53 | Arnaldo Stanzione |
University of Naples Federico II |
Italy |
| 54 | Marta Zerunian |
Sapienza university of Rome |
Italy |
| 55 | Renato Cuocolo |
University of Salerno |
Italy |
| 56 | Giuseppe di Costanzo |
UOC Radiologia e Diagnostica per Immagini PO S.Maria delle Grazie ASL Napoli 2 Nord Pozzuoli |
Italy |
| 57 | Adriano Liguori |
University of Naples "Federico II" |
Italy |
| 58 | Francesco Prato |
San Raffaele |
Italy |
| 59 | Luigi Mannacio |
University of Naples "Federico II" |
Italy |
| 60 | Eugenia Amelia Lettieri |
University of Naples "Federico II" |
Italy |
| 61 | Giorgio Brembilla |
San Raffaele |
Italy |
| 62 | Augusto Minieri |
University of Naples "Federico II" |
Italy |
| 63 | Jeroen Pijls |
Radboud University Medical Center |
The Netherlands |
| 64 | Dow-Mu Koh |
Royal Marsden Hospital |
United Kingdom |
| 65 | Imbriaco Massimo |
University of Naples Federico II, Italy |
Italy |
| 66 | Roberta Musella |
University of Naples Federico II, Italy |
Italy |
| 67 | Anonymous reader |
||
| 68 | Anonymous reader |