Clinical decision support
for physicians
MINA gives physicians a second opinion. It brings a patient's admissions, lab results, imaging reports, discharge summaries and consultations into one live clinical profile, and answers the physician's questions with the evidence behind each answer. Allergy conflicts, drug interactions and risk signals are screened before a decision is made. The physician always makes the decision; MINA shows the rationale and source behind its suggestion, and every output can be audited later.
How TIS contributes
to clinical practice
TIS, Opinion AI's clinical decision platform, puts the full clinical context the physician needs for a decision in one place. Hundreds of documents about the patient are gathered into a single profile, and every suggestion comes with its rationale and can be audited later. For the patient, this means safer and more continuous care, and the physician makes decisions with more information.
Risks surface before prescribing
Allergy conflicts, drug interactions and contraindications are screened before any prescription suggestion. The physician is warned about adverse-event risk in advance.
An earlier window to intervene
Risk scores and lab-trend alerts draw the physician's attention before the clinical picture worsens, so treatment can start earlier.
Continuity of care is preserved
Previous visits, lab trends and clinical notes are ready at every encounter. Because information is not lost between systems, continuity of care holds.
Holistic clinical context
The patient's full history comes together in one digital twin. The physician decides with the whole context in view, so fewer clinical details are missed because of incomplete information.
Reasoned support for diagnosis
Diagnosis suggestions and alternatives that fit the clinical context are presented with their rationale. This helps the diagnosis land in the correct clinical category.
The physician owns the decision
The physician takes every critical clinical action. Decision-support outputs come with their rationale, and the physician reviews each one with its rationale and then confirms, corrects or rejects it.
Data twins for the patient
and the physician
The patient twin gathers the patient's clinical history at the institution into one live profile. The physician twin makes the physician's own decision patterns visible. Because MINA reads the two together, every suggestion is reasoned for that patient and that physician.
Patient twin
- Records from HBYS (hospital information system) and Medula merge into one live patient profile.
- Discharge summaries and reports written as free text are read and turned into structured fields.
- When physicians open a patient's record, they find the clinical summary, risk flags and SUT checks in the same view.
Physician twin
- It learns the physician's test-ordering patterns, coding preferences and treatment patterns.
- It is created with the physician's consent and compared against anonymized peers.
- Decision support is therefore tailored to the physician's own practice, and every suggestion comes with its rationale.
The patient's clinical history
is gathered in one live profile
In traditional systems, a patient's admissions, lab results, imaging reports, discharge summaries, prescriptions and consultations at the hospital sit in separate files. TIS brings these records together in a single live profile, which we call the patient's digital twin.
Multi-layer view
Overview, clinical history, vitals and lab values, visits and risk outlook are read as layers of the same profile.
Automatic summarization
Hundreds of documents are brought together in one clinical synthesis. Specialty suggestions, the chronic disease list and the allergy profile are extracted from them automatically.
Data quality indicator
A data quality percentage is calculated for every digital twin. The physician can see which fields are missing and how much data the decision rests on.
Live synchronization
The profile is updated when a new document is uploaded or a discharge summary is entered, so the physician works with an up-to-date profile at every encounter.
Physicians can ask MINA
as they would ask a colleague
The physician writes the question to MINA in their own words, for example: “What should I not miss in this patient?” MINA's answer draws on the patient's digital twin and on clinical sources, and it comes with its reasoning and sources.
Questions asked from inside the file
The physician asks while the patient file is open, and the answer is grounded in the documents in the file and in clinical sources.
Source and inference shown apart
Every answer makes clear which information comes from the patient's documents and which is MINA's own inference.
The physician confirms or rejects
The physician makes the decision; MINA supports it. Each suggestion comes with its reasoning and sources. The physician confirms, corrects or rejects it, and every output can be audited later.
MINA's model
evaluation results
Catching clinical traps, ICD-10 coding and extracting structured fields from discharge summaries are tasks that touch the physician's daily work directly.
You can find task-level evaluation results for MINA v3.7 on the MINA v3.7 page.
Related guides and articles
Evaluate TIS in your own
clinical workflow
You can send a POC request through the contact form; we define the scope of the work together with your institution.
POC Request