Biotechnology Industry Research Assistance Council [BIRAC] Case Study
Global Digital Platform Successful Implementation's In Pan India

NIMS Hospital , Kerala

Real Time Analytics

(Trends observed from June 2020 to August 2024)

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Finding out the percentage of Male and Female patient.

Visualization Image

Fig 7.1

Male

52.972%

This visualization provides insight into the percentage of Male Patients in hospital

Female

47.028%

This visualization provides insight into the percentage of Female Patients in hospital

Finding out the number of Patient suffering from Type 1 and Type 2 Diabetes Mellites based on Gender and Age.

Visualization Image

Fig 7.2

AGE 60 YEARS, Male with Type 2

2.046%

This visualization provides insight into the percentage of Male age 60 and suffering from Type 2

AGE 60 YEARS, Female with Type 2

2.007%

This visualization provides insight into the percentage of Female age 60 and suffering from Type 2

Family History of diabetes and relation with patient.

Visualization Image

Fig 7.3

Type 1 relation with patient

Father 0.008%

This visualization provides insight into the percentage of Family History of Type 1 diabetes and relation with patient

Type 2 relation with patient

Mother 16.74%

This visualization provides insight into the percentage of Family History of Type 2 diabetes and relation with patient

Most wanted oral medicine for diabetes patients

Visualization Image

Fig 7.4

DDP-4 inhibittor

42.21%

DPP - 4 inhibitors is Most wanted oral medicine

GLP-1

0.06%

GLP-1 is the Least wanted oral medicine

Consumption of Insulin by Type 1 & 2 .

Visualization Image

Fig 7.5

Consumption of Insulin by Type 1

0.23%

This visualization provides insight into the percentage of Consumption of Insulin by Type 1

Consumption of Insulin by Type 2

29.00%

This visualization provides insight into the percentage of Consumption of Insulin by Type 2

Most wanted Insulin for diabetics patient in NIMS HOSPITAL.

Visualization Image

Fig 7.6

Biguanides insuline

87.70%

This visualization provides insight into that Biguanides insuline is most wanted insuline

Human insuline

0.70%

This visualization provides insight into that Human insuline is Least wanted insuline

Relation b/w patient occupation and hypertension.

Visualization Image

Fig 7.7

Unemployed

27.48%

patients occupation is unemployement and suffering from Diabetes has heigh percentage of hypertenstion

Clerks

0.62%

patients occupation is clerks and suffering from Diabetes has least percentage of hypertenstion

Finding out if medical and surgery is applicable for Type 1 & 2 patient.

Visualization Image

Fig 7.8

medical & surgery is applicable

3,658 patients

This visualization provides insight into the count of patients where medical and surgery is applicable for patient.

medical and surgery is not applicable

1,473 patients

This visualization provides insight into the count of patients where medical and surgery is not applicable for Type 1 & 2 patient.

Finding the percentage of consumption of both oral medicine and insulin

Visualization Image

Fig 7.9

both oral medicine and insulin

26.01%

This visualization provides insight into the percentage of consumption of both oral medicine and insulin

only oral medecine 68.37% and only insuline 3.22%

This visualization provides insight into the percentage of consumption of only oral medicine and only insulin

Keeping the base layer as Type 1 &2 finding out their BMI and Diet type.

Visualization Image

Fig 7.10

Type 1,BMI is normal and diet is non veg

58.33%

This visualization provides insight into the Type 1 patients where BMI is normal and diet is non veg has heigh percentage when compare to other BMI indicators

Type 2,BMI is normal and diet is non veg

45.59%

This visualization provides insight into the Type 2 patients where BMI is normal and diet is non veg has heigh percentage when compare to other BMI indicators

Finding the heighest and lowest percentage of complicastions been suffering from patients

Visualization Image

Fig 7.11

Dyslipidaemia

65.89%

Dyslipidemia has the heighest percentage of complicastions been suffering from patients.

Peripheralarterial

0.18%

Peripheralarterial has the lowest percentage of complicastions been suffering from patients.

Finding the Type of Facility providing to patients

Visualization Image

Fig 7.12

Government facility

5

This visualization provides insight into that Government facility is proving only for 5 patients

Private fecility

5126

This visualization provides insight into that Private facility is proving for 5126 patients

Finding the percentage of patients from other states

Visualization Image

Fig 7.13

Visualization Image

Fig 7.14

NIMS Medicity hospital map1

NIMS Medicity Trivandrum, Kerala has 72.05% of natives.

NIMS Medicity hospital map1

NIMS Medicity Trivandrum, Kerala has 72.05% of natives while 27.87% of them are from Tamil Nadu

FOLLOW UP

Finding out the survival status of patients.

Visualization Image

Fig 7.15

Alive

684

This visualization provides insight into the count of Patients where the survival status is alive

Death

0

This visualization provides insight into the count of Patients where the survival status is death and the count is 0.

Keeping the base layer as Type 1 &2 finding out their BMI

Visualization Image

Fig 7.16

Type 2 and BMI is normal

47.87%

This visualization provides insight into that the patients suffering from Type 2 and their BMI is normal had the heighest percentage.

Type 1 and BMI is normal .

7%

This visualization provides insight into that the patients suffering from Type 1 and their BMI is normal had the lowest percentage.

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