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Finding a diagnosis for acutely ill patients places high demands on emergency medical personnel. While anamnesis and clinical examination provide initial indications and allow a tentative diagnosis, both laboratory chemistry and imaging tests are used to confirm (or exclude) the tentative diagnosis. The more precise and targeted the additional laboratory chemical or radiological diagnosis, the more quickly and economically the causal treatment of the emergency patient can be initiated.
One examination modality, which in addition to the medical history and clinical examination, could quickly provide information about the condition of the patient, their clinical picture and severity of illness, is the first clinical impression of the patient (so-called "first impression" or "end-of-bed view"). This describes the first sensory impression that the medical staff gathers from a patient. This includes visual (e.g., facial expression, gait, breathing), auditory (e.g., voice pitch, shortness of breath when speaking), and olfactory (e.g., smell of exhaled air, body odor) impressions. Clinical practice shows that a great deal of important additional information can be gathered through this first clinical impression, which, together with the history and clinical examination of the emergency patient, provides valuable clues to the underlying condition.
To date, however, only scattered data and study results exist in the medical literature on the value of the first clinical impression in the care of emergency patients. In the present prospective observational study, the study attempts to evaluate the predictive value of the first clinical impression in identifying a leading symptom and other important clinical parameters.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Shortness of breath |
| ||
| Extremity pathologies |
| ||
| Abdominal pain |
| ||
| Urological pathologies |
| ||
| Chest pain |
| ||
| Back pain |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Machine Learning Prediction | Diagnostic Test | Machine Learning Prediction |
|
| Measure | Description | Time Frame |
|---|---|---|
| AUROC for Classification of Shortness of Breath | AUROC for Classification of Shortness of Breath | 2019-09-01 to 2020-02-28 |
| AUROC for Classification of Extremity Pathologies | AUROC for Classification of Extremity Pathologies | 2019-09-01 to 2020-02-28 |
| AUROC for Classification of Abdominal Pain | AUROC for Classification of Abdominal Pain | 2019-09-01 to 2020-02-28 |
| AUROC for Classification of Urological Pathologies | AUROC for Classification of Urological Pathologies | 2019-09-01 to 2020-02-28 |
| AUROC for Classification of Chest Pain | AUROC for Classification of Chest Pain | 2019-09-01 to 2020-02-28 |
| AUROC for Classification of Back Pain | AUROC for Classification of Back Pain | 2019-09-01 to 2020-02-28 |
| Measure | Description | Time Frame |
|---|---|---|
| AUROC for Classification of Hospital Admission | AUROC for Classification of Hospital Admission | 2019-09-01 to 2020-02-28 |
| Confusion Matrix | Confusion Matrix Results: true positives, true negatives, false positive, false negatives and values calculated from these results. |
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Inclusion Criteria:
Exclusion Criteria:
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Adults presenting to the emergency department.
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Kepler University Hospital | Linz | Upper Austria | 4021 | Austria |
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| ID | Term |
|---|---|
| D004630 | Emergencies |
| ID | Term |
|---|---|
| D020969 | Disease Attributes |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |
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| 2019-09-01 to 2020-02-28 |
| Descriptive Statistics | Descriptive Statistics (e. g. age in years) | 2019-09-01 to 2020-02-28 |