AI takes aim at pancreatic cancer: can it forecast chemotherapy outcomes?
NCT ID NCT07803770
First seen Sep 04, 2026 · Last updated Sep 04, 2026
Summary
This observational study tests whether artificial intelligence can predict how well pancreatic cancer responds to chemotherapy and how the disease may progress. Researchers will analyze data from 700 patients, including endoscopic ultrasound images, CT/MRI scans, lab results, and tissue samples. They will build and validate AI models that combine these data sources to forecast treatment response and survival. The goal is to develop a tool that helps doctors personalize treatment for pancreatic cancer.
What this could mean
Our plain-language read of the trial. This is informational only, not medical advice or a prediction.
- Active substance
- Artificial intelligence models analyzing endoscopic ultrasound, CT/MRI, and pathology data
- What this could lead to
- If successful, this could lead to AI tools that help doctors predict how well a patient's pancreatic cancer will respond to chemotherapy, guiding more personalized treatment decisions.
- What could go wrong
- This is an observational study, not a treatment trial. The AI models are being developed and tested for accuracy, and they may not perform well enough in real-world settings or across different patient groups.
This is an AI summary of the original study and may miss details. Read our disclaimer.
Study facts
What this study's own registry entry says, in plain language.
- Participants
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About 700 people
The number the study aims to enrol. It can still change while the study runs.
- Expected to start
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Oct 2026
An estimate. Start dates often move.
- Expected to finish
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Dec 2028
An estimate. End dates often move.
- Lead sponsor
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Other sponsor
The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
Who is studied
All patients who underwent EUS at the Pancreato-Biliary Endoscopy and Endoscopic Ultrasound Unit of IRCCS San Raffaele Hospital with an histological diagnosis of PDAC.
- Ages
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18 years and older
- Sex
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Anyone
- Healthy volunteers
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Not accepted
This study is not open to healthy volunteers. The entry requirements below say who it is open to.
Show the full entry requirements Hide the full entry requirements
Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.
Inclusion Criteria: * Pathologically confirmed diagnosis (final pathology report) of pancreatic cancer obtained through endoscopic ultrasound-guided tissue sampling (EUS-FNA or EUS-FNB) * Age ≥ 18 years at the time of diagnosis * Minimum follow-up duration of 6 months after diagnosis * Absence of other concomitant neoplastic diseases * Age\>= 18 years * Capacity to understand and make informed decisions * Written informed consent provided by the patient Exclusion Criteria: * All patients who underwent endoscopic ultrasound with tissue sampling at the Pancreato-Biliary Endoscopy and Endoscopic Ultrasound Unit of IRCCS San Raffaele Hospital but do not meet the inclusion criteria will be excluded from the final analysis cohorts. * Age\<18 years * Inability to understand and make informed decisions * Refusal to participate in the study
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Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
How to take part
Only the study team decides who joins. These are the ways to reach them.
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The places running it
1 site. The list below names each one and where it is.
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The official record
ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.
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A doctor treating you
A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.
Contacts and locations
Locations
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IRCCS Ospedale San Raffaele
Milan, Lombardy, 20132, Italy
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Other studies related to the condition(s) this trial covers.
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