respiratorySamira Mansoor
#571Female · 56 y
A Sudden Collapse in the Hallway
Train real clinical reasoning, one patient at a time.
Interactive AI patient encounters that grade your diagnostic process — differential building, test selection against a budget, and clinical confidence calibration.

Walid Kabbani
Male · 67 y
«It is doing it again — I feel it in my throat.»
Your differential
A name, an age, a complaint. No title telling you the diagnosis, no list of options.
Rank your hypotheses and lock them in. You do not advance without saying what you think.
Not the answer alone — how you got there, and what getting there cost.
Every patient here is in the library right now — each carries only their own story, and answers only what you think to ask.
Every face and name on this page is AI-generated. None depicts a real person, and none shows a sign of disease.
respiratoryFemale · 56 y
A Sudden Collapse in the Hallway
neurologyMale · 76 y
The Train That Never Arrived
cardiologyFemale · 34 y
The Throbbing at the Collarbone
cardiologyMale · 58 y
A Sudden Flutter in the Morning
hepatologyMale · 56 y
The Cabinetmaker's Darkening World
infectious_diseasesMale · 38 y
The Engineer Who Lost His Words
cardiologyMale · 52 y
The Dry Cough at Bedtime
infectious_diseasesMale · 37 y
The Cloud That Settled In
gastroenterologyFemale · 26 y
The Wound That Never Closed
cardiologyMale · 71 y
The Sudden Halt on the Hill
Actual screens from a live interactive clinical encounter on the platform, in Arabic and English.



Swipe the screen sideways to see all of it
Take a history from an AI patient who only knows their own story.
Not a question bank. A full encounter from first complaint to the professor's debrief — and every stage is scored.
A complaint, a person, and a body that is already changing while you think.
The complaint only. No diagnosis yet.
Rank your hypotheses and lock them in. You cannot advance without saying what you think — that is the point.
The patient knows only their own story. No menus, no hints — what you fail to ask, you never learn.
Examine deliberately. Signs surface where you choose to look, not where a list tells you.
Irregularly irregular
Raised JVP
Pedal oedema
Order against a budget and justify each one. Ordering everything is not thoroughness — it is avoidance.
Confidence is scored. Being wrong while certain costs the most, exactly as it does in practice.
Certain and wrong − 15 pts
Not just the answer: how the differential evolved, which tests earned their cost, and how honest your confidence was.
Take a history from a patient who only knows their own story. No menus, no hints — ask, listen, follow the thread.
Advance only by committing a ranked differential at every stage — the discipline real clinicians practice.
Order tests against a diagnostic budget, and justify each one with the clinical question it answers.
A structured review of your reasoning: differential evolution, test choices, calibration, and the clues you missed.
Being wrong while certain costs the most — honest calibration is part of the score, exactly as in practice.
Arabic + English · from day oneA safe place to be wrong. Build the reasoning habits the wards expect — before you reach them.
Advanced presentationsKeep diagnostic reasoning sharp with advanced presentations and honest calibration feedback.
In active development — early-access members get them first.
Share encounters, debate differentials, and learn from peers.
X-ray, CT, and MRI reading practice with structured findings.
Timed daily cases and friendly competition across schools.
Practicing physicians reviewing and endorsing published cases.
Real names from the early-access list — shortened to protect their owners' privacy.
Join forward-thinking doctors and medical students. Free during early access, in Arabic and English.