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Using Artificial Intelligence to predict outcomes in patients with severe tropical fevers such as Dengue and Leptospirosis requiring dialysis treatment

AI-Based Predictive Modeling for Clinical Outcomes in Tropical Febrile Illnesses requiring CRRT: A Retrospective Observational Study - NIL

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
CTRI
Registry ID
CTRI/2025/09/094081
Enrollment
300
Registered
2025-09-02
Start date
Unknown
Completion date
Unknown
Last updated
2025-09-15

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Health Condition 1: B968- Other specified bacterial agents as the cause of diseases classified elsewhere

Interventions

Intervention1: Nil: Nil

Sponsors

Dr Moopens Medical College
Lead Sponsor

Eligibility

Inclusion criteria

Inclusion criteria: Patients aged 18 to 65 years Diagnosis of tropical fever (Leptospirosis & Dengue) Thrombocytopenia (platelets less than 1,00,000/mm?) Received ICU care

Exclusion criteria

Exclusion criteria: Chronic kidney disease prior to admission Prior Thrombocytopenia secondary to Hematological causes Pregnancy

Design outcomes

Primary

MeasureTime frame
To assess the effectiveness of CRRT in reducing mortality and improving renal recovery in patients with tropical fever presenting with thrombocytopenia.Timepoint: Baseline values will be recorded on admission to the ICU as time zero, followed by 24 hours, 48 hours and 72 hours and 4 weeks after dscharge from the ICU.

Secondary

MeasureTime frame
1. Predict the need for CRRT. 2. Predict patient outcomes (recovery vs mortality). 3. To identify clinical & laboratory parameters that influence CRRT outcomes. 4. To compare CRRT vs non-CRRT patient outcomes in matched cohorts. Timepoint: Baseline values will be recorded on admission to the ICU as time zero, followed by 24 hours, 48 hours & 72 hours & 4 weeks after dscharge from the ICU.

Countries

India

Contacts

Public ContactDr ABHISHEK R

Dr Moopens Medical College

preethi9010@gmail.com8277623335

Outcome results

None listed

Source: CTRI (via WHO ICTRP) · Data processed: Feb 4, 2026