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BrainAneurysm

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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.


	a/README.md		b/README.md
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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.	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.
4	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.
5		5
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.]	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		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
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	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
24		24
25		25
26		26
27	Morphological Features (combined into a single line):	27	Morphological Features (combined into a single line):
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	vesselName, length, meanRadius, meanCurvature, meanTorsion, tortuosity, minRadius, maxRadius, maxCurvature, maxTorsion, bifurcationAngleInPlane, bifurcationAngleOutOfPlane, minPressure, maxPressure, meanPressure, maxSpeed, meanSpeed, minTAWSS, maxTAWSS, meanTAWSS, minOSI, maxOSI, meanOSI
29		29
30		30
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	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.
32		32