Improvement in the computer-assisted diagnosis of cerebral tumours. 1977

G H Du Boulay, and D Teather, and D Harling, and G Clarke

Most applications of Bayes theorem in computer-aided diagnosis have been to situations involving the differential diagnosis of a small list of disease categories. In the case of the diagnosis of cerebral tumours, if each tumour type in each main anatomical situation is counted as a single diagnosis, there are about 100 possible disease categories. This paper investigates a method of incorporating expert prior information into the computer-aided diagnosis process so that this large number of categories can be handled.

UI MeSH Term Description Entries
D008579 Meningioma A relatively common neoplasm of the CENTRAL NERVOUS SYSTEM that arises from arachnoidal cells. The majority are well differentiated vascular tumors which grow slowly and have a low potential to be invasive, although malignant subtypes occur. Meningiomas have a predilection to arise from the parasagittal region, cerebral convexity, sphenoidal ridge, olfactory groove, and SPINAL CANAL. (From DeVita et al., Cancer: Principles and Practice of Oncology, 5th ed, pp2056-7) Benign Meningioma,Malignant Meningioma,Meningiomas, Multiple,Meningiomatosis,Angioblastic Meningioma,Angiomatous Meningioma,Cerebral Convexity Meningioma,Clear Cell Meningioma,Fibrous Meningioma,Hemangioblastic Meningioma,Hemangiopericytic Meningioma,Intracranial Meningioma,Intraorbital Meningioma,Intraventricular Meningioma,Meningotheliomatous Meningioma,Microcystic Meningioma,Olfactory Groove Meningioma,Papillary Meningioma,Parasagittal Meningioma,Posterior Fossa Meningioma,Psammomatous Meningioma,Secretory Meningioma,Sphenoid Wing Meningioma,Spinal Meningioma,Transitional Meningioma,Xanthomatous Meningioma,Angioblastic Meningiomas,Angiomatous Meningiomas,Benign Meningiomas,Cerebral Convexity Meningiomas,Clear Cell Meningiomas,Convexity Meningioma, Cerebral,Convexity Meningiomas, Cerebral,Fibrous Meningiomas,Groove Meningiomas, Olfactory,Hemangioblastic Meningiomas,Hemangiopericytic Meningiomas,Intracranial Meningiomas,Intraorbital Meningiomas,Intraventricular Meningiomas,Malignant Meningiomas,Meningioma, Angioblastic,Meningioma, Angiomatous,Meningioma, Benign,Meningioma, Cerebral Convexity,Meningioma, Clear Cell,Meningioma, Fibrous,Meningioma, Hemangioblastic,Meningioma, Hemangiopericytic,Meningioma, Intracranial,Meningioma, Intraorbital,Meningioma, Intraventricular,Meningioma, Malignant,Meningioma, Meningotheliomatous,Meningioma, Microcystic,Meningioma, Multiple,Meningioma, Olfactory Groove,Meningioma, Papillary,Meningioma, Parasagittal,Meningioma, Posterior Fossa,Meningioma, Psammomatous,Meningioma, Secretory,Meningioma, Sphenoid Wing,Meningioma, Spinal,Meningioma, Transitional,Meningioma, Xanthomatous,Meningiomas,Meningiomas, Angioblastic,Meningiomas, Angiomatous,Meningiomas, Benign,Meningiomas, Cerebral Convexity,Meningiomas, Clear Cell,Meningiomas, Fibrous,Meningiomas, Hemangioblastic,Meningiomas, Hemangiopericytic,Meningiomas, Intracranial,Meningiomas, Intraorbital,Meningiomas, Intraventricular,Meningiomas, Malignant,Meningiomas, Meningotheliomatous,Meningiomas, Microcystic,Meningiomas, Olfactory Groove,Meningiomas, Papillary,Meningiomas, Parasagittal,Meningiomas, Posterior Fossa,Meningiomas, Psammomatous,Meningiomas, Secretory,Meningiomas, Sphenoid Wing,Meningiomas, Spinal,Meningiomas, Transitional,Meningiomas, Xanthomatous,Meningiomatoses,Meningotheliomatous Meningiomas,Microcystic Meningiomas,Multiple Meningioma,Multiple Meningiomas,Olfactory Groove Meningiomas,Papillary Meningiomas,Parasagittal Meningiomas,Posterior Fossa Meningiomas,Psammomatous Meningiomas,Secretory Meningiomas,Sphenoid Wing Meningiomas,Spinal Meningiomas,Transitional Meningiomas,Wing Meningioma, Sphenoid,Wing Meningiomas, Sphenoid,Xanthomatous Meningiomas
D011859 Radiography Examination of any part of the body for diagnostic purposes by means of X-RAYS or GAMMA RAYS, recording the image on a sensitized surface (such as photographic film). Radiology, Diagnostic X-Ray,Roentgenography,X-Ray, Diagnostic,Diagnostic X-Ray,Diagnostic X-Ray Radiology,X-Ray Radiology, Diagnostic,Diagnostic X Ray,Diagnostic X Ray Radiology,Diagnostic X-Rays,Radiology, Diagnostic X Ray,X Ray Radiology, Diagnostic,X Ray, Diagnostic,X-Rays, Diagnostic
D001932 Brain Neoplasms Neoplasms of the intracranial components of the central nervous system, including the cerebral hemispheres, basal ganglia, hypothalamus, thalamus, brain stem, and cerebellum. Brain neoplasms are subdivided into primary (originating from brain tissue) and secondary (i.e., metastatic) forms. Primary neoplasms are subdivided into benign and malignant forms. In general, brain tumors may also be classified by age of onset, histologic type, or presenting location in the brain. Brain Cancer,Brain Metastases,Brain Tumors,Cancer of Brain,Malignant Primary Brain Tumors,Neoplasms, Intracranial,Benign Neoplasms, Brain,Brain Neoplasm, Primary,Brain Neoplasms, Benign,Brain Neoplasms, Malignant,Brain Neoplasms, Malignant, Primary,Brain Neoplasms, Primary Malignant,Brain Tumor, Primary,Brain Tumor, Recurrent,Cancer of the Brain,Intracranial Neoplasms,Malignant Neoplasms, Brain,Malignant Primary Brain Neoplasms,Neoplasms, Brain,Neoplasms, Brain, Benign,Neoplasms, Brain, Malignant,Neoplasms, Brain, Primary,Primary Brain Neoplasms,Primary Malignant Brain Neoplasms,Primary Malignant Brain Tumors,Benign Brain Neoplasm,Benign Brain Neoplasms,Benign Neoplasm, Brain,Brain Benign Neoplasm,Brain Benign Neoplasms,Brain Cancers,Brain Malignant Neoplasm,Brain Malignant Neoplasms,Brain Metastase,Brain Neoplasm,Brain Neoplasm, Benign,Brain Neoplasm, Malignant,Brain Neoplasms, Primary,Brain Tumor,Brain Tumors, Recurrent,Cancer, Brain,Intracranial Neoplasm,Malignant Brain Neoplasm,Malignant Brain Neoplasms,Malignant Neoplasm, Brain,Neoplasm, Brain,Neoplasm, Intracranial,Primary Brain Neoplasm,Primary Brain Tumor,Primary Brain Tumors,Recurrent Brain Tumor,Recurrent Brain Tumors,Tumor, Brain
D003397 Craniopharyngioma A benign pituitary-region neoplasm that originates from Rathke's pouch. The two major histologic and clinical subtypes are adamantinous (or classical) craniopharyngioma and papillary craniopharyngioma. The adamantinous form presents in children and adolescents as an expanding cystic lesion in the pituitary region. The cystic cavity is filled with a black viscous substance and histologically the tumor is composed of adamantinomatous epithelium and areas of calcification and necrosis. Papillary craniopharyngiomas occur in adults, and histologically feature a squamous epithelium with papillations. (From Joynt, Clinical Neurology, 1998, Ch14, p50) Craniopharyngioma, Adamantinous,Craniopharyngioma, Papillary,Rathke Pouch Tumor,Craniopharyngioma, Adult,Craniopharyngioma, Child,Neoplasm, Rathke Cleft,Neoplasm, Rathke's Cleft,Rathke Cleft Neoplasm,Rathke's Cleft Neoplasm,Rathke's Pouch Tumor,Adamantinous Craniopharyngioma,Adamantinous Craniopharyngiomas,Adult Craniopharyngioma,Adult Craniopharyngiomas,Child Craniopharyngioma,Child Craniopharyngiomas,Craniopharyngiomas,Craniopharyngiomas, Adamantinous,Craniopharyngiomas, Adult,Craniopharyngiomas, Child,Craniopharyngiomas, Papillary,Neoplasm, Rathkes Cleft,Papillary Craniopharyngioma,Papillary Craniopharyngiomas,Rathkes Cleft Neoplasm,Rathkes Pouch Tumor,Tumor, Rathke Pouch,Tumor, Rathke's Pouch
D003936 Diagnosis, Computer-Assisted Application of computer programs designed to assist the physician in solving a diagnostic problem. Computer-Assisted Diagnosis,Computer Assisted Diagnosis,Computer-Assisted Diagnoses,Diagnoses, Computer-Assisted,Diagnosis, Computer Assisted
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D000236 Adenoma A benign epithelial tumor with a glandular organization. Adenoma, Basal Cell,Adenoma, Follicular,Adenoma, Microcystic,Adenoma, Monomorphic,Adenoma, Papillary,Adenoma, Trabecular,Adenomas,Adenomas, Basal Cell,Adenomas, Follicular,Adenomas, Microcystic,Adenomas, Monomorphic,Adenomas, Papillary,Adenomas, Trabecular,Basal Cell Adenoma,Basal Cell Adenomas,Follicular Adenoma,Follicular Adenomas,Microcystic Adenoma,Microcystic Adenomas,Monomorphic Adenoma,Monomorphic Adenomas,Papillary Adenoma,Papillary Adenomas,Trabecular Adenoma,Trabecular Adenomas

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