Approach: 1. Segmentation and Feature Extraction
Submitted by Ju Han on Sun, 07/24/2016 - 16:15
The proposed integrative analysis starts with the construction of cellular morphometric types and cellular morphometric context, followed by integrative analysis with both clinical and molecular data. Tthe constructed cellular morphometric context representations are released through the project TCGA LGG Cohort Cellular Morphometric Context Summarization.
The total number of morphometric features involved in this summarization is 15. These featurs are derived using the methdology described in
- Hang Chang, Ju Han, Alexander Borowsky, Leandro Loss, Jow W. Gray, Paul T. Spellman and Bahram Parvin. "Invariant Delineation of Nuclear Architecture in Glioblastoma Multiforme for Clinical and Molecular Association." IEEE Trans. on Medical Imaging, 32 4 (2013): 670-682.
and are summarized as follows:
| Feature | Description |
| Nuclear Size | #pixels of a segmented nucleus |
| Nuclear Voronoi Size | #pixels of the voronoi region, where the segmented nucleus resides |
| Aspect Ratio | Aspect ratio of the segmented nucleus |
| Major Axis | Length of Major axis of the segmented nucleus |
| Minor Axis | Length of Minor axis of the segmented nucleus |
| Rotation | Angle between major axis and x axis of the segmented nucleus |
| Bending Energy | Mean squared curvature values along nuclear contour |
| STD Curvature | Standard deviation of absolute curvature values along nuclear contour |
| Abs Max Curvature | Maximum absolute curvature values along nuclear contour |
| Mean Nuclear Intensity | Mean intensity in nuclear region measured in gray scale |
| STD Nuclear Intensity | Standard deviation of intensity in nuclear region measured in gray scale |
| Mean Background Intensity | Mean intensity of nuclear background measured in gray scale |
| STD Background Intensity | Standard deviation of intensity of nuclear background measured in gray scale |
| Mean Nuclear Gradient | Mean gradient within nuclear region measured in gray scale |
| STD Nuclear Gradient | Standard deviation of gradient within nuclear region measured in gray scale |
The construction of cellular morphometric context representation is devired using the methodology described in
- Hang Chang, Alexander Borowsky, Paul T. Spellman and Bahram Parvin, "Classification of Tumor Histology via Morphometric Context," Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on, Portland, OR, 2013, pp. 2203-2210.
Comments
Stevsinc Stevsinc
Sat, 07/27/2019 - 11:23
Permalink
Cialis 5mg Price With Coupon Stevamouff
Vigorexin Serum Can I Buy Xenical Over The Counter Generic Cialis Los Vegas buy viagra Amoxicillin Anxious Worldwide Bentyl Legally In Us Donde Comprar Propecia
DenDig DenDig
Sat, 10/03/2020 - 16:32
Permalink
tbmuvhqy
kamagra oral jelly in pharmacy amitriptyline medication over the counter can you buy plaquenil in mexico generic of keflex canadian pharmacy cialis for daily use
DenDig DenDig
Mon, 11/02/2020 - 15:13
Permalink
hrgqjtsb
buy plaquenil in india premarin 0.625 mg price in india generic cialis lowest prices accutane online canadian pharmacy cost viagra 100mg
Warrenutirl War...
Wed, 01/20/2021 - 20:56
Permalink
canadian pharmacy cialis best prices 361 mg
Hi! highest rated online cialis pharmacy beneficial site.
KiaDig KiaDig
Wed, 03/17/2021 - 12:00
Permalink
ohqangjo
ivermectin 0.08 oral solution
JasonDig JasonDig
Thu, 04/01/2021 - 06:46
Permalink
agrwwgkm
sildenafil 100 mg uk express scripts com pharmacies celebrex drug cialis 20mg price in south africa 60 mg sildenafil lexapro 50 mg online pharmacy pain relief generic cialis 20 mg price order cialis online no prescription canadian pharmacy online store
KiaDig KiaDig
Fri, 09/09/2022 - 03:18
Permalink
tddiflia
celebrex 100mg capsule
KiaDig KiaDig
Thu, 05/27/2021 - 12:20
Permalink
jevzrpcn
buy viagra online with mastercard
KiaDig KiaDig
Mon, 11/29/2021 - 13:48
Permalink
ffuegwmi
best female viagra brand
EyeDig EyeDig
Fri, 12/10/2021 - 07:28
Permalink
zwddtvnb
price for tadalafil viagra tablets in india cheapest tadalafil 5mg compare cialis prices online sildenafil 1 cream real cialis for sale stromectol nz ivermectin cost canada abilify 441 online pharmacy paroxetine
DenDig DenDig
Tue, 02/15/2022 - 12:25
Permalink
nvfnhqqr
amoxicillin 500 mg price in india
EyeDig EyeDig
Sun, 03/06/2022 - 15:13
Permalink
khemxovp
best otc female viagra
EyeDig EyeDig
Mon, 08/16/2021 - 17:06
Permalink
kykuehwh
600 mg modafinil daily
EyeDig EyeDig
Tue, 08/31/2021 - 05:22
Permalink
lijydwnl
buy cheap cialis discount online
JasonDig JasonDig
Thu, 11/18/2021 - 14:44
Permalink
nrnzmlmu
sildenafil generic usa buy stromectol online benicar 10 mg tablets cleocin gel without prescription how can i get viagra in canada cialis generic in usa canadian pharmacy service cheapest price cymbalta 60 mg buy accutane online triamterene-hctz 75-50 mg
JasonDig JasonDig
Mon, 12/13/2021 - 16:24
Permalink
rhbojgql
tadalafil canada 20mg stromectol 3 mg how to get elavil genuine viagra online furosemide 12.5 mg ivermectin 18mg generic viagra in the usa tadalafil chewable tablets finasteride cream trazodone 50 mg cost
EyeDig EyeDig
Sat, 03/19/2022 - 01:01
Permalink
umdksohd
synthroid 0.15
JasonDig JasonDig
Sun, 08/28/2022 - 03:28
Permalink
bynqrikl
how can i get cialis
DenDig DenDig
Sat, 02/27/2021 - 20:09
Permalink
kfwigtzx
[url=http://cialisoff.com/]cialis 40 mg daily[/url] [url=http://tenorminmed.com/]atenolol 37.5 mg[/url] [url=http://enviagra.com/]viagra pills for men[/url] [url=http://flagylpill.com/]flagyl 500 mg[/url] [url=http://viagralp.com/]sildenafil purchase[/url]
DenDig DenDig
Sat, 05/01/2021 - 01:38
Permalink
mnrwutdv
viagra online canada generic how to buy viagra online without prescription how much is the viagra pill zoloft prescription price viagra for sale in united states
DenDig DenDig
Thu, 12/09/2021 - 08:58
Permalink
hlnkkpcv
order viagra online us price of tadalafil 10mg antabuse disulfiram vardenafil 20 mg price viagra india
EyeDig EyeDig
Sat, 02/26/2022 - 14:31
Permalink
evfjlmtz
vermox without prescription
DenDig DenDig
Thu, 03/03/2022 - 13:29
Permalink
zdcaddon
daily cialis 5mg
DenDig DenDig
Tue, 08/23/2022 - 12:27
Permalink
mamjsikc
average cost of viagra in canada
Stevsinc Stevsinc
Fri, 01/24/2020 - 15:39
Permalink
Online Pharmacy24 Stevamouff
Buy Generic Cialis On Line http://cialibuy.com - cialis Finasteride 1 Mb Propecia Cialis Cialis 5mg Comprime
KelAvainc KelAvainc
Sat, 01/25/2020 - 14:36
Permalink
Cephalexin Drug Interaction KelAvainc
Cialis Levitra Im Vergleich http://cialibuy.com - Cialis Costo Del Cialis Buy Cialis Canadiaan Drugstore Sekking Fluconazole
Matthewcor Matt...
Tue, 09/01/2020 - 14:57
Permalink
my site fs nn
online pharmacy viagra
cheap viagra
DenDig DenDig
Sun, 11/01/2020 - 01:33
Permalink
ctbnvjoa
ventolin inhaler non prescription order robaxin without prescription lanoxin drug viagra 10 how to get sildenafil prescription
Matthewcor Matt...
Sat, 09/05/2020 - 01:48
Permalink
my site xl bn
viagra without a doctor prescription
generic viagra 100mg
JasonDwect Jaso...
Sat, 11/07/2020 - 14:11
Permalink
cheap viagra pills 384 mg
Hi there! tadalafil very good web page.
MatPlus MatPlus
Tue, 02/04/2020 - 10:23
Permalink
Low Cost Alternatives And Viagra MatPlus
Cialis En Generique Fiable http://ggenericcialisle.com - Buy Cialis Doxycycline In Internet Buy Cialis Where Can I Buy Acticin
Stevsinc Stevsinc
Fri, 02/21/2020 - 18:26
Permalink
Generic Propecia Viagra Stevamouff
Buy Flagyl 500 Mg With No Script http://abcialisnews.com - cialis for sale Can I Take Two Nexium Over The Counter Cialis Viagra Kaufen Strafbar
DenDig DenDig
Mon, 06/01/2020 - 17:11
Permalink
izbkfwde
sildenafil 20 mg lowest price tadalafil generic canada cymbalta 90 mg pill anafranil generic where to buy prednisone without a prescription
JasonDig JasonDig
Tue, 06/02/2020 - 21:50
Permalink
ubgasuuu
prozac buy online canada generic synthroid buy kamagra anafranil 10 cheapest sildenafil 50 mg buy tadalafil 20 ventolin purchase buy ampicillin online 50 mg indocin buy female viagra pills
EyeDig EyeDig
Tue, 06/02/2020 - 23:53
Permalink
mdblizhj
female pink viagra kamagra purchase online propecia for less prozac generic trazodone 25 benicar 323 buy baclofen online india buy robaxin online tadalafil 10 mg where to buy toradol where to get prednisone generic cialis 2020 tadalafil pills online ventolin inhaler for sale amoxicillin 500 mg price ampicillin 500mg amoxicillin 500 mg accutane price in south africa advair diskus 100 50 mcg buy lasix online
DenDig DenDig
Wed, 06/03/2020 - 15:34
Permalink
rlhvnewx
benicar hct tadalafil 20 buy robaxin baclofen 2265 generic for seroquel
KiaDig KiaDig
Thu, 06/04/2020 - 01:33
Permalink
vemfrxoo
buy ampicillin
JasonDig JasonDig
Fri, 06/05/2020 - 09:44
Permalink
uwffibuy
synthroid prices indocin advair diskus for sale amoxicillin 500 mg ampicillin capsules brand name diclofenac buy where to buy women viagra where to buy prednisone without a prescription where can i buy toradol generic cialis
DenDig DenDig
Fri, 11/27/2020 - 03:41
Permalink
koziympp
cheapest levitra 20mg modafinil pharmacy where can i get cialis over the counter cialis 20mg best price lyrica 75 mg coupon
DenDig DenDig
Fri, 06/05/2020 - 10:40
Permalink
arwtvttr
kamagra pill antibiotics amoxicillin generic ventolin tadalafil 10 mg buy accutane 20mg online
KiaDig KiaDig
Fri, 06/05/2020 - 18:31
Permalink
qbigpmfc
where to buy baclofen
KiaDig KiaDig
Sat, 06/06/2020 - 01:59
Permalink
wfyedtsm
toradol pill 10 mg
EyeDig EyeDig
Sat, 06/06/2020 - 11:46
Permalink
rifpkwql
trazodone tablets 100mg seroquel xr generic buy propecia where can i buy prozac generic cialis 2020 baclofen 10mg generic toradol buy tadalafil 20mg india ampicillin cost albuterol ventolin buy levitra prednisone 5 mg where to get prednisone amoxicillin 500 mg pill sildenafil 100 mg tadalafil 10 advair diskus robaxin 500 mg generic cymbalta 60 buy tadalafil
JasonDig JasonDig
Sun, 06/07/2020 - 19:26
Permalink
yesewycw
tadalafil 20mg india kamagra pill sildenafil 100mg tadalafil 5mg coupon generic advair diskus anafranil 25mg prednisone prednisone 20mg online pharmacy levitra 20 mg amoxicillin 875 mg
DenDig DenDig
Sun, 06/07/2020 - 21:14
Permalink
wdtykueg
levitra 10 prozac pharmacy buy synthroid buy baclofen seroquel generic cost
KiaDig KiaDig
Tue, 06/09/2020 - 07:19
Permalink
ondogpdp
generic cialis tadalafil 20mg
EyeDig EyeDig
Tue, 06/09/2020 - 10:22
Permalink
jqznqhet
methocarbamol robaxin seroquel buy uk cheapest pharmacy generic amoxicillin trazodone 50 mg indocin ventolin coupon anafranil 25mg prednisone 473 buy tadalafil 20 generic kamagra australia buy lasix order generic cymbalta online buy cheap prozac ampicillin 200mg baclofen 10mg levitra 20mg buy online amoxicillin 850 mg generic cialis tadalafil where can i buy female viagra advair diskus
KiaDig KiaDig
Wed, 06/10/2020 - 11:00
Permalink
uxwytiuz
flagyl metronidazole
DenDig DenDig
Thu, 06/11/2020 - 00:21
Permalink
ifrqswam
diflucan 150 mg buy online celebrex cost yasmin pill australia price triamterene generic brand name gabapentin 300
KiaDig KiaDig
Fri, 06/12/2020 - 03:59
Permalink
tsgbdtal
buy lisinopril