Method and system for rule based display of sets of images using image content derived parameters
The invention provides, in some aspects, a system for implementing a rule derived basis to display image sets. In various embodiments of the invention, the selection of the images to be displayed, the layout of the images, as well as the rendering parameters and styles can be determined using a rule derived basis. The rules are based on meta data of the examination as well as image content that is being analyzed by neuronal networks. In an embodiment of the present invention, the user is presented with images displayed based on their preferences without having to first manually adjust parameters.
1 . A computerized method comprising:
(a) selecting a study of a patient selected from a plurality of primary studies;
(b) selecting as a ParameterA an anatomical characteristic which identifies an anatomical feature in the study;
(c) executing on a server digital data processor a render server program comprising:
(i) identifying one or more ImageContentBased parameters from the study using convolutional neural networks based on the anatomical characteristic and the anatomical feature;
(ii) inspecting the plurality of primary studies to identify in one or more secondary studies the one or more of the one or more ImageContentBased parameters; and
(iii) generating a list tabulating the one or more secondary studies; and
(d) displaying the list generated in step (c) (iii).
2 . The computerized method of claim 1 , where the anatomical characteristic is selected from the group consisting of ABDOMEN, ADRENALS, ANKLE, ARM, BRAIN, BREAST, CERVICAL SPINE, CERVICAL VERTEBRAE, CHEST, DENTITION, ELBOW, FACE, FIBULAR, FINGER, FOOT, HEAD, HIP, KNEE, LUMBAR SPINE, LUMBAR VERTEBRAE, NECK, PELVIS, PITUITARY, PROSTATE, RADIUS, RETINA, SACRAL SPINE, SACRUM, SINUS, SHOULDER, SPINE, TEMPOROMANDIBULAR JUNCTION, TIBIA, THORACIC SPINE, THORACIC VERTEBRAE, TRAPEZIUS, ULNA, URETHRA, VERTEBRAE, and WRIST.
3 . The computerized method of claim 1 , where the anatomical feature is a pathologic anatomical feature.
4 . The computerized method of claim 3 , where the pathologic anatomical feature is selected from the group consisting of fractured, herniated, lacerated, infected, bleeding and gun shot wound.
5 . The computerized method of claim 1 , where the anatomical feature is infected.
6 . The computerized method of claim 5 , where the list comprises one or more studies of infection by Treponema pertenue.
7 . A computerized method comprising:
(a) selecting a study of a patient, the study selected from a plurality of primary studies;
(b) selecting as a ParameterA an anatomical characteristic which identifies an anatomical feature in the study;
(c) executing on a server digital data processor a render server program comprising:
(i) identifying one or more ImageContentBased parameters from the study using convolutional neural networks based on the anatomical characteristic and the anatomical feature;
(ii) inspecting the plurality of primary studies to identify in one or more secondary studies the one or more ImageContentBased parameters; and
(iii) generating a list based on the one or more secondary studies; and
(d) making available the list generated in step (c) (iii).
8 . The computerized method of claim 7 , where the anatomical characteristic is selected from the group consisting of ABDOMEN, ADRENALS, ANKLE, ARM, BRAIN, BREAST, CERVICAL SPINE, CERVICAL VERTEBRAE, CHEST, DENTITION, ELBOW, FACE, FIBULAR, FINGER, FOOT, HEAD, HIP, KNEE, LUMBAR SPINE, LUMBAR VERTEBRAE, NECK, PELVIS, PITUITARY, PROSTATE, RADIUS, RETINA, SACRAL SPINE, SACRUM, SINUS, SHOULDER, SPINE, TEMPOROMANDIBULAR JUNCTION, TIBIA, THORACIC SPINE, THORACIC VERTEBRAE, TRAPEZIUS, ULNA, URETHRA, VERTEBRAE, and WRIST.
9 . The computerized method of claim 7 , where the anatomical feature is a pathologic anatomical feature.
10 . The computerized method of claim 9 , where the pathologic anatomical feature is selected from the group consisting of fractured, herniated, lacerated, infected, bleeding and gun shot wound.
11 . The computerized method of claim 2 , where the anatomical feature is selected from the group consisting of fractured and herniated.
12 . The computerized method of claim 11 , where the list comprises one or more studies each of which comprises a scan comprising one or more entities selected from the group consisting of a fractured ankle, fractured fibula, facial fracture, fractured finger, fractured foot, fractured hip, fractured pelvis, fractured radius, fractured ribs, fractured spine, fractured tibia, fractured ulna, fractured wrist, herniated abdomen, herniated pituitary, herniated retina, herniated sinus, herniated temporomandibular junction, herniated urethra, and herniated disc.
13 . The computerized method of claim 2 , where the anatomical feature is bleeding.
14 . The computerized method of claim 13 , where the list comprises one or more studies each of which comprises a scan comprising one or more entities selected from the group consisting of arterial bleeding, bleeding with benign prostate hyperplasia, bleeding from lacerated breast, bleeding from gun shot wound, urethral bleeding, venal bleeding, and varicose internal venal bleeding.
15 . The computerized method of claim 2 , where the anatomical characteristic is CERVICAL SPINE, where the list comprises one or more studies each of which comprises a scan comprising one or more vertebrae, where the scan comprises one or more entities selected from the group consisting of one or more cervical vertebrae, one or more thoracic vertebrae, one or more lumbar vertebrae, one or more sacral vertebrae, coccyx, and combinations thereof.
16 . The computerized method of claim 2 , where the anatomical characteristic is THORACIC SPINE, where the list comprises one or more studies each of which comprises a scan comprising one or more vertebrae, where the scan comprises one or more entities selected from the group consisting of one or more cervical vertebrae, one or more thoracic vertebrae, one or more lumbar vertebrae, one or more sacral vertebrae, coccyx, and combinations thereof.
17 . The computerized method of claim 2 , where the anatomical characteristic is LUMBAR SPINE, where the list comprises one or more studies each of which comprises a scan comprising one or more vertebrae, where the scan comprises one or more entities selected from the group consisting of one or more cervical vertebrae, one or more thoracic vertebrae, one or more lumbar vertebrae, one or more sacral vertebrae, coccyx, and combinations thereof.
18 . The computerized method of claim 2 , where the anatomical characteristic is CERVICAL SPINE, where the list comprises one or more studies each of which comprises a scan comprising one or more vertebrae, where the scan comprises one or more entities selected from the group consisting of C1, C2, C3, C4, C5, C6, C7, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, L1, L2, L3, L4, L5, and Os.
19 . The computerized method of claim 2 , where the anatomical characteristic is THORACIC SPINE, where the list comprises one or more studies each of which comprises a scan comprising one or more vertebrae, where the scan comprises one or more entities selected from the group consisting of C1, C2, C3, C4, C5, C6, C7, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, L1, L2, L3, L4, L5, and Os.
20 . The computerized method of claim 2 , where the anatomical characteristic is LUMBAR SPINE, where the list comprises one or more studies each of which comprises a scan comprising one or more vertebrae, where the scan comprises one or more entities selected from the group consisting of C1, C2, C3, C4, C5, C6, C7, T1, T2, T3, T4, T5, T6, T7, T8, T9, T10, T11, T12, L1, L2, L3, L4, L5, and Os.