

## About Dataset
Aneurysms are abnormal bulges or ballooning in the wall of an artery. They can occur in various parts of the body, but are most commonly found in the brain (cerebral aneurysms) and the aorta (aortic aneurysms). Aneurysms pose a serious health risk as they can rupture, leading to severe internal bleeding and potentially fatal consequences.
Almost 3% of the people worldwide are affected by aneurysms, with cerebral aneurysms being particularly prevalent. Rupture of an aneurysm can result in hemorrhagic stroke, which has high mortality and morbidity rates. Early detection and management of aneurysms are crucial in preventing rupture and minimizing associated risks.
The dataset provided contains PHI (Protected Health Information) of 100 patients suffering from aneurysms, with information on various morphological and hemodynamic features.

**‼️ Note 🗒️: Patients with multiple aneurysms have their case_id suffixed by alphabets. [For Example C1234a and C1234b are the same patient (C1234) with 2 aneurysms.]**

*Columns:*

case_id: Unique identifier for each case
patient_id: Unique identifier for each patient
aneurysmLocation: Location of the aneurysm within the body
aneurysmType: Type of aneurysm
...
sex: Gender of the patient
multipleAneurysms: Indicates whether the patient has multiple aneurysms



*Hemodynamic Features (combined into a single line):*

sacVolume, sacSurfaceArea, vdcVolume, vdcSurfaceArea, sacSectionArea, ellipsoidVolume, ellipsoidMaxSemiaxis, ellipsoidMidSemiaxis, ellipsoidMinSemiaxis, sacCenterlineLength, ostiumSectionArea, ostiumSectionPerimeter, ostiumMinSize, ostiumMaxSize, ostiumShapeFactor, aspectRatio_star, sizeRatio_star, vesselDiameter, neckVesselAngle, sacVesselAngle, sacMinPressure, sacMaxPressure, sacMeanPressure, sacMaxSpeed, sacMeanSpeed, sacMinTAWSS, sacMaxTAWSS, sacMeanTAWSS, sacMinOSI, sacMaxOSI, sacMeanOSI



*Morphological Features (combined into a single line):*
vesselName, length, meanRadius, meanCurvature, meanTorsion, tortuosity, minRadius, maxRadius, maxCurvature, maxTorsion, bifurcationAngleInPlane, bifurcationAngleOutOfPlane, minPressure, maxPressure, meanPressure, maxSpeed, meanSpeed, minTAWSS, maxTAWSS, meanTAWSS, minOSI, maxOSI, meanOSI


This dataset can be valuable for research and analysis aimed at understanding the characteristics and risk factors associated with different types of aneurysms and their rupture status. Additionally, it can contribute to the development of predictive models and treatment strategies for patients with aneurysms.



There are so many interesting insights this data can provide. Investigate and Enjoy playing around with the data!!💐

	a/README.md		b/README.md
1
2	## About Dataset	1	## About Dataset
3	Aneurysms are abnormal bulges or ballooning in the wall of an artery. They can occur in various parts of the body, but are most commonly found in the brain (cerebral aneurysms) and the aorta (aortic aneurysms). Aneurysms pose a serious health risk as they can rupture, leading to severe internal bleeding and potentially fatal consequences.	2	Aneurysms are abnormal bulges or ballooning in the wall of an artery. They can occur in various parts of the body, but are most commonly found in the brain (cerebral aneurysms) and the aorta (aortic aneurysms). Aneurysms pose a serious health risk as they can rupture, leading to severe internal bleeding and potentially fatal consequences.
4	Almost 3% of the people worldwide are affected by aneurysms, with cerebral aneurysms being particularly prevalent. Rupture of an aneurysm can result in hemorrhagic stroke, which has high mortality and morbidity rates. Early detection and management of aneurysms are crucial in preventing rupture and minimizing associated risks.	3	Almost 3% of the people worldwide are affected by aneurysms, with cerebral aneurysms being particularly prevalent. Rupture of an aneurysm can result in hemorrhagic stroke, which has high mortality and morbidity rates. Early detection and management of aneurysms are crucial in preventing rupture and minimizing associated risks.
5	The dataset provided contains PHI (Protected Health Information) of 100 patients suffering from aneurysms, with information on various morphological and hemodynamic features.	4	The dataset provided contains PHI (Protected Health Information) of 100 patients suffering from aneurysms, with information on various morphological and hemodynamic features.
6		5
7	‼️ Note 🗒️: Patients with multiple aneurysms have their case_id suffixed by alphabets. [For Example C1234a and C1234b are the same patient (C1234) with 2 aneurysms.]	6	‼️ Note 🗒️: Patients with multiple aneurysms have their case_id suffixed by alphabets. [For Example C1234a and C1234b are the same patient (C1234) with 2 aneurysms.]
		7
8	Columns:	8	Columns:
9		9
10	case_id: Unique identifier for each case	10	case_id: Unique identifier for each case
11	patient_id: Unique identifier for each patient	11	patient_id: Unique identifier for each patient
12	aneurysmLocation: Location of the aneurysm within the body	12	aneurysmLocation: Location of the aneurysm within the body
13	aneurysmType: Type of aneurysm	13	aneurysmType: Type of aneurysm
	...		...
16	sex: Gender of the patient	16	sex: Gender of the patient
17	multipleAneurysms: Indicates whether the patient has multiple aneurysms	17	multipleAneurysms: Indicates whether the patient has multiple aneurysms
18		18
19		19
20		20
21	Hemodynamic Features (combined into a single line):	21	Hemodynamic Features (combined into a single line):
		22
22	sacVolume, sacSurfaceArea, vdcVolume, vdcSurfaceArea, sacSectionArea, ellipsoidVolume, ellipsoidMaxSemiaxis, ellipsoidMidSemiaxis, ellipsoidMinSemiaxis, sacCenterlineLength, ostiumSectionArea, ostiumSectionPerimeter, ostiumMinSize, ostiumMaxSize, ostiumShapeFactor, aspectRatio_star, sizeRatio_star, vesselDiameter, neckVesselAngle, sacVesselAngle, sacMinPressure, sacMaxPressure, sacMeanPressure, sacMaxSpeed, sacMeanSpeed, sacMinTAWSS, sacMaxTAWSS, sacMeanTAWSS, sacMinOSI, sacMaxOSI, sacMeanOSI	23	sacVolume, sacSurfaceArea, vdcVolume, vdcSurfaceArea, sacSectionArea, ellipsoidVolume, ellipsoidMaxSemiaxis, ellipsoidMidSemiaxis, ellipsoidMinSemiaxis, sacCenterlineLength, ostiumSectionArea, ostiumSectionPerimeter, ostiumMinSize, ostiumMaxSize, ostiumShapeFactor, aspectRatio_star, sizeRatio_star, vesselDiameter, neckVesselAngle, sacVesselAngle, sacMinPressure, sacMaxPressure, sacMeanPressure, sacMaxSpeed, sacMeanSpeed, sacMinTAWSS, sacMaxTAWSS, sacMeanTAWSS, sacMinOSI, sacMaxOSI, sacMeanOSI
23		24
24		25
25		26
26	Morphological Features (combined into a single line):	27	Morphological Features (combined into a single line):
27	vesselName, length, meanRadius, meanCurvature, meanTorsion, tortuosity, minRadius, maxRadius, maxCurvature, maxTorsion, bifurcationAngleInPlane, bifurcationAngleOutOfPlane, minPressure, maxPressure, meanPressure, maxSpeed, meanSpeed, minTAWSS, maxTAWSS, meanTAWSS, minOSI, maxOSI, meanOSI	28	vesselName, length, meanRadius, meanCurvature, meanTorsion, tortuosity, minRadius, maxRadius, maxCurvature, maxTorsion, bifurcationAngleInPlane, bifurcationAngleOutOfPlane, minPressure, maxPressure, meanPressure, maxSpeed, meanSpeed, minTAWSS, maxTAWSS, meanTAWSS, minOSI, maxOSI, meanOSI
28		29
29		30
30	This dataset can be valuable for research and analysis aimed at understanding the characteristics and risk factors associated with different types of aneurysms and their rupture status. Additionally, it can contribute to the development of predictive models and treatment strategies for patients with aneurysms.	31	This dataset can be valuable for research and analysis aimed at understanding the characteristics and risk factors associated with different types of aneurysms and their rupture status. Additionally, it can contribute to the development of predictive models and treatment strategies for patients with aneurysms.
31		32
32		33
33		34
34	There are so many interesting insights this data can provide. Investigate and Enjoy playing around with the data!!💐	35	There are so many interesting insights this data can provide. Investigate and Enjoy playing around with the data!!💐