Hospital Command Center

Real-time overview of hospital emergency operations

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
♙
Total Patients245+18% from yesterday
⚑
Emergency Cases56+12% from yesterday
◔
Avg. Waiting Time22 min+8% from yesterday
▰
ICU Occupancy85%+5% from yesterday
▰
Available Beds34+7% from yesterday
▱
Available Ambulances3-1 from yesterday
Emergency Heat Map
Green Valley ClinicCity HospitalUnity HospitalSunrise Hospital
AI Predictions & Alerts View All
!
ICU occupancy will reach 95%
in next 2 hours
5 min ago
!
High patient inflow predicted
in next 3 hours
12 min ago
!
Dengue cases rising in Ward 4
Unusual increase detected
25 min ago
Live System Overview
245
Total Patients
Emergency 56Outpatient 132Inpatient 37Observation 20
Department StatusView All
DepartmentPatientsAvg. WaitStatus
Emergency5622 minHigh Load
Cardiology3218 minModerate
Neurology2816 minModerate
Orthopedics2120 minHigh Load
General Medicine4812 minNormal
ICU OverviewView All
85%
Occupancy
Total ICU Beds 20Occupied 17Available 2Reserved 0
▲ ICU occupancy predicted to reach 95% in next 2 hours
Resource OverviewView All
Doctors 28 / 42
Nurses 64 / 80
Ventilators 12 / 20
Wheelchairs 22 / 35
Emergency Rooms 3 / 5
Top Critical PatientsView All
PT-1001 John Mathew Critical
PT-1002 Anjali Kumar Critical
PT-1003 Rahul Thomas Critical
PT-1004 Maria Joseph High
Ambulance StatusView All
Ambulance IDStatusLocationETATo
AMB-101En RouteMG Road8 minCity Hospital
AMB-102En RoutePanampilly Nagar12 minCentral Hospital
AMB-103AvailableHospital Campus--
Recent ActivityView All
New critical patient admitted: PT-1001 2 min ago
ICU-03 bed allocated 4 min ago
Ambulance AMB-101 assigned 6 min ago
Quick Actions
♙+⌁♙✉▤
Weather & Alerts
☁
26°C
Light Rain
⚠ Heavy rain expected
Carry an umbrella

AI Patient Triage

Home › AI Triage › New Assessment

09:40 AM
30 May 2024, Thu
♟8
JM

John Mathew

32 Years, Male
Patient ID: PT-1001
Critical
Registration Time
09:28 AM
Source
Walk-in
Department
Emergency
Attending Nurse
Nurse Elena
1 Patient Input

Vital Signs & Symptoms

32
Chest pain, shortness of breath, dizziness
112
150 / 95
89
99.1
24
8
Enter additional notes...

Symptoms Map

Pain / Discomfort   Normal

2 AI Triage Assessment
ESI LEVEL
1

CRITICAL

Immediate attention required

⏱ Act within 0-10 minutes

Risk Score

92%

Very High Risk

Clinical Interpretation

The patient presents with signs and symptoms suggesting a potential cardiac event or respiratory compromise. Immediate medical evaluation and monitoring are strongly recommended.

Recommended Actions

✓ Immediate ECG

✓ Oxygen Therapy

✓ IV Access

○ Cardiac Enzyme Test

♙ This is an AI-generated triage suggestion. Final decision rests with the attending physician.
Recent Assessments View All
♙
PT-1001
John Mathew, 32 M
ESI 1 - Critical
09:40 AM
♙
PT-1002
Anjali Kumar, 28 F
ESI 2 - High
09:37 AM
♙
PT-1004
Maria Joseph, 58 F
ESI 4 - Low
09:30 AM
Triage Level Guide
1 Critical 0 - 10 min
2 High 10 - 20 min
3 Moderate 20 - 60 min
4 Low 60 - 120 min
5 Non-Urgent 120+ min
♙
Today's Triage Summary245Total Assessed
⌁
ESI Level 118 (7.3%)Immediate Attention
♙
ESI Level 238 (15.5%)High Priority
✚
ESI Level 3112 (45.7%)Moderate Priority
⚠
ESI Level 4 & 577 (31.4%)Lower Priority
♟
Avg. Triage Time02:18Minutes

Emergency Queue

Real-time queue and waiting time predictions

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
Current QueueBy DepartmentBy PriorityCompleted
⌕ Search patient by ID, name...
#PatientAge / GenderPriorityDepartmentQueueCurrent WaitPredicted Wait AIStatusActions
1JM John Mathew
PT-1001		32 / MaleCriticalEmergency10 minImmediate
(0-5 min)		In Triage⋮
2AK Anjali Kumar
PT-1002		28 / FemaleHighEmergency212 min18 minWaiting⋮
3RT Rahul Thomas
PT-1003		45 / MaleHighEmergency318 min25 minWaiting⋮
4MJ Maria Joseph
PT-1004		58 / FemaleMediumGeneral Medicine425 min35 minWaiting⋮
5AN Arjun Nair
PT-1005		29 / MaleMediumOrthopedics528 min40 minWaiting⋮
6DS Deepa Suresh36 / FemaleLowGeneral Medicine638 min52 minWaiting⋮
7VS Vishnu S.40 / MaleLowNeurology742 min60 minWaiting⋮
8PS Priya S.24 / FemaleLowDermatology845 min65 minWaiting⋮
9RK Rakesh K.50 / MaleMediumCardiology948 min67 minWaiting⋮
10LG Linu George33 / FemaleLowENT1052 min75 minWaiting⋮
AI Insights
♙Waiting times are increasing in Emergency Department due to high patient influx.!ICU occupancy predicted to reach 95% within next 2 hours.♧2 more nurses recommended.
Queue Summary
56
Total
Critical 8High 18Medium 20Low 10
Average Waiting Time
22 min▲ 8%
Estimated Peak Time
12:00 PM - 02:00 PM

High patient influx expected

ICU Intelligence

Real-time ICU capacity, occupancy and predictions

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
▰
Total ICU Beds20100% Capacity
♙
Occupied Beds1785%
▰
Available Beds210%
▰
Cleaning15%
▰
Reserved00%
Current ICU Occupancy
85%
High Occupancy
ICU Occupancy Trend
AI ICU Occupancy Prediction
⚠ High Occupancy Expected
ICU occupancy is predicted to reach 95% within the next 2 hours.
TimePredicted OccupancyStatus
+30 mins88%High
+1 hour91%Critical
+2 hours95%Critical
+4 hours93%Critical
+6 hours90%Critical
ICU Bed Status
All Beds (20)Occupied (17)Available (2)
Bed IDStatusPatientAge / GenderPrimary DiagnosisSinceAssigned Doctor
ICU-01OccupiedJohn Mathew32 / MAcute Respiratory Failure2h 15mDr. Alan Roy
ICU-02OccupiedAnjali Kumar28 / FSepsis1h 45mDr. Nina Paul
ICU-03OccupiedRahul Thomas45 / MCardiac Arrest3h 10mDr. Alan Roy
ICU-18Available—————
ICU-20Cleaning———15m—
ICU Capacity by DepartmentView Details
20
Total
Emergency ICU 10Cardiac ICU 6Neuro ICU 2Surgical ICU 2
Recent ICU AlertsView All
▲ High ICU occupancy predicted 5 min ago
▲ ICU-04 ventilator maintenance 25 min ago
● New critical patient expected 32 min ago
● ICU-19 bed available 45 min ago

Emergency Heat Map

Real-time view of hospital departments, patient load and emergency intensity

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
View Type
Department⌄Data Layer
Emergency Level⌄Time Range
Real-time⌄LowMediumHighCriticalFloor ViewCity View
Orthopedics28 PatientsMedium
ICU17 PatientsCritical
Neurology23 PatientsHigh
General Medicine31 PatientsMedium
Emergency Department56 PatientsCritical
Cardiology42 PatientsHigh
ENT12 PatientsLow
Pediatrics8 PatientsLow
Radiology15 PatientsMedium

ⓘ Heat map updates automatically every 30 seconds

Live Statistics
♙
Total Patients245
⚑
Emergency Cases56
◔
Avg. Waiting Time22 min
▰
ICU Occupancy85%
▰
Available Beds34
▱
Ambulances3
Emergency Level Summary
56
Total Patients
Critical 18High 16Medium 14Low 8
Top Critical Areas
Emergency Department Critical
ICU Critical
Cardiology High
Neurology High
Heat Map Insights
Emergency Department is operating at critical level.
ICU occupancy is high. Additional resources may be needed soon.
ENT and Pediatrics departments are operating normally.

AI Predictions & Alerts

AI-powered predictions to help hospitals act before problems become critical

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
All PredictionsCapacityDemandResourcesDiseaseOperationsNext 6 Hours⌄⇩ Export Report
ICU Occupancy Prediction High Risk
95% Predicted Occupancy
within next 2 hours
Emergency Waiting Time Prediction Moderate Risk
32 min Predicted Average Wait
Medicine Demand Prediction Risk of Stockout
3 days Predicted Stockout
Patient Inflow Prediction High Inflow
68 Predicted Patients
Ambulance Demand Prediction High Demand
8 Ambulances Required
Ventilator Demand Prediction Moderate Risk
16 Ventilators Required
Prediction Summary (Next 6 Hours)
▰
ICU Occupancy95%High Risk
◔
Avg. Wait Time32 min
♙
Patient Inflow68
▱
Ambulance Need8
◈
Med. Stockout3 items
▰
Ventilator Need16
Active Alerts (5)View All
!
ICU occupancy predicted to reach 95%
5 min ago
!
Emergency waiting time expected to increase
12 min ago
!
Midazolam likely to run out in 3 days
18 min ago
i
Ambulance demand expected to increase
32 min ago
Prediction Confidence
89%
High Confidence

Model performance is high. Predictions are based on real-time data and historical patterns.

89%
AI Models StatusView Details
ICU Occupancy Model 94%
Patient Inflow Model 91%
Medicine Demand Model 87%
Ambulance Demand Model 88%

Ambulance Intelligence

Real-time tracking, route optimization and ambulance availability

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
🚑
Total Ambulances12
🚑
Available325% Available
🚑
En Route6
🚑
At Hospital2
⚙
Maintenance1
Live Ambulance Map
🚑 AMB-101
5 mins🚑 AMB-102
12 mins🚑 AMB-104
15 mins🚑 AMB-105
18 mins🚑 AMB-107
8 mins🚑 AMB-103
At Hospital
Ambulance Fleet Status
Ambulance IDStatusDriverCurrent LocationDestinationETABattery/FuelActions
AMB-101En RouteArun NairVazhuthacaud Jn.Central Hospital ER5 mins⛽ 78%◎ ⋮
AMB-102En RouteRamesh KumarMG Road, KottayamCentral Hospital ER12 mins⛽ 62%◎ ⋮
AMB-103At HospitalSuresh BabuCentral Hospital ER------◎ ⋮
AMB-104En RouteVijay MenonPala RoadCentral Hospital ER15 mins⛽ 54%◎ ⋮
AMB-108Maintenance--Depot - Kottayam------◎ ⋮
Selected Ambulance En Route
🚑
AMB-102
DriverRamesh Kumar
StatusEn Route to Hospital
Current LocationMG Road, Kottayam
ETA at Hospital12 mins

Route Progress

59%
Ambulance Availability by ZoneView All
North Zone 2 / 3
South Zone 3 / 4
East Zone 1 / 2
West Zone 0 / 2
Today's Summary
Total Trips 24
Completed Trips 16
Avg. Response Time 07:48
Total Distance Covered 312.6 km

Resource Allocation

AI-powered intelligent distribution and allocation of hospital resources

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
♙ Doctors 48
Available 14 Busy 34
♙ Nurses 112
Available 32 Busy 80
▰ ICU Beds 20
Available 2 Occupied 17
▤ Ventilators 28
Available 6 In Use 22
▰ General Beds 120
Available 34 Occupied 86
🚑 Ambulances 12
Available 3 On Run 9
Resource Status by Department
DepartmentDoctorsNursesICU BedsVentilatorsGeneral BedsStatusLoad
🚨 Emergency Department6 / 1012 / 202 / 42 / 510 / 20Critical95%
🛏 ICU8 / 1218 / 250 / 61 / 82 / 10Critical92%
❤️ Cardiology6 / 810 / 150 / 31 / 46 / 15High78%
🧠 Neurology4 / 68 / 120 / 21 / 35 / 10High74%
🦴 Orthopedics4 / 68 / 120 / 10 / 28 / 15Medium58%
✚ General Medicine6 / 812 / 160 / 21 / 215 / 25Medium46%
AI Recommendations Updated: 09:39 AM
↗
Emergency Department is over capacity (95%).
Recommend 2 doctors and 4 nurses from General Medicine.
♙
ICU occupancy predicted to reach 95%.
Reserve 1 ICU bed from Cardiology if possible.
♙
Ventilator usage is high in ICU.
Recommend shifting 1 ventilator from Neurology.
Department Demand Forecast
Allocation Overview
Total
86%
Optimal 62%Reallocated 24%Under Staffed 10%Critical Shortage 4%
Critical NeedsView All
ICU
2 more ICU beds requiredHigh Priority
Emergency Department
4 more nurses requiredHigh Priority
Cardiology
1 more doctor recommendedMedium
Recent AllocationsView All
09:35 AM 2 Nurses allocated to ED
09:20 AM 1 Ventilator allocated to ICU
09:10 AM 1 Doctor allocated to ED

Medicine Intelligence

AI-powered medicine inventory, demand forecasting and stockout prediction

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
▣
Total Medicines256Active Items
₹
Total Stock Value₹ 28.47L
⚠
At Risk (≤ 3 Days)23
×
Out of Stock5
🛒
On Order38
📈
Avg. Availability92%
Medicine Inventory & Forecast
Medicine NameCategoryCurrent StockAvg. Daily UsagePredicted DemandStockout RiskDays RemainingReorder PointRecommended Action
Midazolam
(Midazolam Inj.)		Injection420
units		112760High3 days500Reorder Now
CeftriaxoneInjection620
units		95665Medium6 days400Schedule Order
ParacetamolTablet2,850
tabs		4202,940Low12 days1,000Monitor
SalbutamolRespiratory18032224High2 days200Reorder Now
MeropenemInjection15028196High2 days150Reorder Now
PantoprazoleInjection31044308Medium5 days250Schedule Order
NS 0.9%IV Fluids1,2501801,260Low7 days800Monitor
Consumption TrendView Details
Demand ForecastView Details
Top Fast Moving Medicines
MedicineAvg. Daily UsageTrend
Paracetamol Tablet420 units↑ 12%
Ceftriaxone Injection95 units↑ 8%
NS 0.9%180 bottles↑ 6%
Salbutamol Nebulizer32 units↑ 9%
Stockout Risk AlertsView All
!
Midazolam Injection
Stockout risk in 3 days
High
!
Meropenem Injection
Stockout risk in 2 days
High
!
Ceftriaxone Injection
Stockout risk in 6 days
Medium
Category SummaryView Details
256
Total Items
Injection 96Tablet 72IV Fluids 32Respiratory 24
AI Insights
23 items

AI model recommends reordering in the next 24 hours.

18%

Potential stockout increase if action is delayed.

● Model Confidence: 91%

Disease Analytics

Real-time disease monitoring, trend analysis and outbreak prediction

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
All Diseases⌄All Departments⌄All Locations⌄7D30D90DYTD24 Apr 2024 - 30 May 2024 📅
☣
Total Cases2,485↑18.6% vs prev 30 days
☣
Active Cases1,248↑12.4%
☣
Recovered Cases1,154↑23.7%
⚕
Critical Cases83↑5.1%
♙
Mortality Rate1.32%↓0.18%
▣
Avg. Recovery Time6.4 Days↓0.7 days
Disease Trend Analysis
Disease Distribution Map
Kerala
Total Cases 524
Active Cases 268
Trend ↑14.2%
Outbreak Prediction
High
Risk
78/100

Most Likely Outbreak

Dengue Fever

Expected in 2-3 weeks
Age Group Distribution
2,485
Total Cases
0-18 Years 18.5%19-35 Years 29.8%36-50 Years 27.4%51-65 Years 16.2%
Gender Distribution
Male 56.2%
Female 43.8%
Top Diseases by CasesView All
Dengue 842 33.9%
Influenza 621 25.0%
COVID-19 532 21.4%
Malaria 268 10.8%
Chikungunya 122 4.9%
Hospital-wise CasesView All
Central Hospital 842
City Hospital 621
Westside Medical Center 456
Northview Hospital 326
Recent AlertsView All
Dengue cases rising in Kottayam district 10 min ago
Influenza cases above seasonal threshold
High mosquito density detected in Ward 7

AI Doctor Assistant Beta

Your intelligent clinical assistant for faster decisions and better patient care

09:40 AM
30 May 2024, Thu
♟8
👩
Dr. Sarah Johnson
Administrator
AI ChatClinical ToolsMedical KnowledgeVoice Assistant
🤖

Hello Dr. Sarah! 👋

I'm your AI clinical assistant. I can help you with:

● Patient condition analysis and insights
● Treatment recommendations and drug information
● Medical guidelines and clinical references
● Diagnosis support and risk assessment

09:40 AM
Show me treatment options for community acquired pneumonia in adults.
09:39 AM ✓✓
🤖
For Community Acquired Pneumonia (CAP) in adults, treatment depends on severity:

● Outpatient (Mild)
Amoxicillin 1g TID OR Doxycycline 100mg BID

● Inpatient (Moderate)
Ceftriaxone 1-2g IV OD + Azithromycin 500mg IV/PO OD

● Severe (ICU)
Piperacillin-tazobactam 4.5g IV 6-8h + Azithromycin 500mg IV OD

ⓘ Note: Adjust based on local antibiogram, allergies, and renal function.
Ask me anything about patient care, treatments, medicines...

Drug interactions Lab interpretation Differential diagnosis Treatment guidelines Dose calculator

Medical KnowledgeView All
Community Acquired Pneumonia Guidelines Guideline
Antibiotic Stewardship Principles Guideline
Pneumonia in Adults: Diagnosis & Management Article
Recent QueriesView History
Treatment options for CAP 09:39 AM
Drug interactions with warfarin 09:15 AM
Sepsis management guidelines Yesterday
Today's Activity
Queries Asked 12
Notes Generated 8
Recommendations 15
Time Saved 2h 35m
Patient ContextView Full Chart
RK

Ramesh Kumar

MRN: CH-24-56789 | Male, 58 Y
Inpatient - ICU
BP128/78mmHg
HR92bpm
SpO₂94%Room Air
Temp37.2°C
RR20

Diagnosis
Community Acquired Pneumonia

AI SuggestionsView All
Consider chest X-ray Low Priority
Monitor CRP levels Medium Priority
Review antibiotic after 48-72h High Priority
Clinical Utilities
▧ Drug Interaction Checker
▦ Dose Calculator
✦ Risk Score Calculator
▣ Medical Converter
⚗ Lab Reference Ranges
▤ ICD-10 Lookup
▥ Clinical Guidelines
▨ EHR Note Generator
▩ Print Patient Summary
Quick Actions
Create Note
Add Order
Consult Specialist
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