The seAFOod Polyp Prevention Trial

A Survey on Machine Learning and Deep Learning based Computer Aided Methods for Detection of Polyps in CT Colonography.

Colon cancer generally begins as a neoplastic growth of tissue, called polyps, originating from the inner lining of the colon wall. Most colon polyps are considered harmless but over time, they can evolve into colon cancer, which when diagnosed in later stages is often fatal. Hence, time is of the essence in the early detection of polyps and the prevention of colon cancer.

To aid this endeavour, many computer-aided methods have been developed, which use a wide array of techniques to detect, localize and segment polyps from CT Colonography images.

Nitrotyrosine ELISA Kit

SKT-126-96 1 plate of 96 wells
EUR 460
Description: Competitive ELISA kit used for quantitate Nitrotyrosine in Plasma, Serum, Cell Lysates, Urine samples from all species

HSP70 ELISA Kit

SKT-105-480 5 plates of 96 wells
EUR 2260
Description: Sandwich ELISA kit used for quantitate HSP70 concentration in Cell Lysates, Tissue, Serum, Urine samples from Human, Goat, Dog

HSC70 ELISA Kit

SKT-106-480 5 plates of 96 wells
EUR 2836
Description: Sandwich ELISA kit used for quantitate HSC70 concentration in Cell Lysates, Tissue, Serum, Whole Blood samples from Human, Avian

HSP90 alpha ELISA Kit

SKT-107-480 5 plates of 96 wells
EUR 2702
Description: Sandwich ELISA kit used for quantitate HSP90 alpha concentration in Cell Lysates, Tissue, Serum, Whole Blood samples from Human, Goat, Avian

HSP70 ELISA Kit (High-Sensitivity)

SKT-108-480 5 plates of 96 wells
EUR 2702
Description: Sandwich ELISA kit used for quantitate HSP70 concentration in Serum, Plasma, Cell Lysates, Tissue samples from Human, Monkey, Dog, Rat, Mouse

HSP27 ELISA Kit

SKT-109-480 5 plates of 96 wells
EUR 2277
Description: Sandwich ELISA kit used for quantitate HSP27 concentration in Serum, Plasma, Cell Lysates, Tissue samples from Human

HSP60 ELISA Kit

SKT-110-480 5 plates of 96 wells
EUR 2277
Description: Sandwich ELISA kit used for quantitate HSP60 concentration in Cell Lysates, Tissue, Serum samples from Human

HO-1 ELISA Kit

SKT-111-480 5 plates of 96 wells
EUR 2277
Description: Sandwich ELISA kit used for quantitate HO-1 concentration in Cell Lysates, Tissue, Serum, Cyst fluid samples from Human, Rat

HSP65 ELISA Kit

SKT-113-480 5 plates of 96 wells
EUR 2478
Description: Sandwich ELISA kit used for quantitate M bovis/M tuberculosum HSP65 concentration in human samples in Cell Lysates, Tissue, Serum samples from M bovis, M tuberculosum

Alpha B Crystallin ELISA Kit

SKT-123-480 5 plates of 96 wells
EUR 2836
Description: Sandwich ELISA kit used for quantitate alpha B crystallin concentration in Cell Lysates, Tissue, Serum samples from Human

HSP70 ELISA Kit (PLANT)

SKT-124-480 5 plates of 96 wells
EUR 2836
Description: Sandwich ELISA kit used for quantitate HSP70 concentration in Plant extract, Cell Lysates, Tissue, Serum, Plasma samples from Plant, Human

Rat GRP78 ELISA Kit

SKT-137-480 5 plates of 96 wells
EUR 2474
Description: Sandwich ELISA kit used for quantitate GRP78 concentration in rat samples in Tissue samples from Rat

Dibromo-tyrosine ELISA Kit

SKT-140-480 5 plates of 96 wells
EUR 2195
Description: Competitive ELISA kit used to quantify free and protein-bound 3,5-dibromotyrosine in Plasma, Urine samples from all species

Mouse pre-microRNA Expression Construct mir-126

MMIR-126-PA-1 Bacterial Streak
EUR 684

Mouse SKT shRNA Plasmid

20-abx980555
  • EUR 801.00
  • EUR 1121.00
  • 150 µg
  • 300 µg

JW 480

B5556-10 10 mg
EUR 167

JW 480

B5556-25 25 mg
EUR 325

JW 480

B5556-5 5 mg
EUR 110

JW 480

B5556-50 50 mg
EUR 540

AOA Anti-ovary Ab IgM ELISA test

126 96T/Box Ask for price
Description: ELISA based test for quantitative detection of AOA Anti-ovary Ab IgM

Sulforhodamine 101 sulfonyl chloride [Texas Red®] *CAS 82354-19-6*

480 10 mg
EUR 132

AG-126

C4338-10 10 mg
EUR 241
Description: IC50: inhibits the phosphorylation of ERK1 and ERK2 at 25-50 ?MAG-126 is an ERK1 and ERK2 inhibitor.

AG-126

C4338-25 25 mg
EUR 485
Description: IC50: inhibits the phosphorylation of ERK1 and ERK2 at 25-50 ?MAG-126 is an ERK1 and ERK2 inhibitor.

AG-126

C4338-5 5 mg
EUR 154
Description: IC50: inhibits the phosphorylation of ERK1 and ERK2 at 25-50 ?MAG-126 is an ERK1 and ERK2 inhibitor.

Mouse Sickle tail protein, Skt ELISA KIT

ELI-29595m 96 Tests
EUR 865

Mouse Sickle tail protein (SKT) ELISA Kit

abx389166-96tests 96 tests
EUR 911

Handheld Fluorometer 480/530nm

FL480530 1 unit
EUR 1572
Description: Compact handheld fluorometer (exc.480 and em.530nm) for quantitative determination of various analytes in life sciences R&D, food safety and environmental monitoring. Highly sensitive, rapid-reading, reliable and low cost.

Human Sickle tail protein homolog, SKT ELISA KIT

ELI-18163h 96 Tests
EUR 824

PrP (106-126)

HY-P0305 10mg
EUR 1413

Nucleoprotein (118-126)

HY-P1584 10mg
EUR 612

CREB327 (113 - 126)

5-01003 4 x 5mg Ask for price

Anti-DDX41 (aa468-480) antibody

STJ73402 100 µg
EUR 359

Polyclonal ADD3 Antibody (aa431-480)

APR14821G 0.05ml
EUR 484
Description: A polyclonal antibody raised in Rabbit that recognizes and binds to Human ADD3 (aa431-480). This antibody is tested and proven to work in the following applications:

Skt ELISA Kit| Mouse Sickle tail protein ELISA Kit

EF014796 96 Tests
EUR 689

miRZip-126-3p anti-miR-126-3p microRNA construct

MZIP126-3p-PA-1 Bacterial Streak
EUR 684

mKO2- SLBP (18- 126)

PVT10348 2 ug
EUR 266

PRKG2 (Ab-126) Antibody

CSB-PA843898-
EUR 335
Description: A polyclonal antibody against PRKG2 (Ab-126). Recognizes PRKG2 (Ab-126) from Human, Mouse. This antibody is Unconjugated. Tested in the following application: ELISA, WB;WB:1:500-1:3000

PRKG2 (Ab-126) Antibody

CSB-PA843898-100ul 100ul
EUR 316
Description: A polyclonal antibody against PRKG2 (Ab-126). Recognizes PRKG2 (Ab-126) from Human, Mouse. This antibody is Unconjugated. Tested in the following application: ELISA, WB;WB:1:500-1:3000

rno-miR-126 Primers

MP-r00092 150 ul / 10 uM
EUR 176

hsa-miR-126 Primers

MPH01082 150 ul / 10 uM
EUR 121

BAD (103 - 126), human

5-00743 4 x 1mg Ask for price

CREB327 (113 126) Peptide

20-abx266454
  • EUR 551.00
  • EUR 926.00
  • EUR 398.00
  • 10 mg
  • 25 mg
  • 5 mg

PKG2 (Ab-126) Antibody

33249-100ul 100ul
EUR 252

PKG2 (Ab-126) Antibody

33249-50ul 50ul
EUR 187

Leptin (126-140) (human)

H-3492.0001 1.0mg
EUR 515
Description: Sum Formula: C65H103N15O26; CAS# [313220-09-6]

Leptin (126-140) (human)

H-3492.0005 5.0mg
EUR 1965
Description: Sum Formula: C65H103N15O26; CAS# [313220-09-6]

SSEA-1 Antibody (Clone MC-480)

3063-25
EUR 272

Zinc Finger Protein 480 (ZNF480) Antibody

20-abx116741
  • EUR 732.00
  • EUR 398.00
  • 150 ul
  • 50 ul

Zinc Finger Protein 480 (ZNF480) Antibody

abx030192-400ul 400 ul
EUR 523

Zinc Finger Protein 480 (ZNF480) Antibody

abx030192-80l 80 µl
EUR 286

Polyclonal TAOK1 / TAO1 Antibody (aa431-480)

AMM08087G 0.05ml
EUR 484
Description: A polyclonal antibody raised in Rabbit that recognizes and binds to Human TAOK1 / TAO1 (aa431-480). This antibody is tested and proven to work in the following applications:

Myosin Light Chain Kinase (480-501)

H-3554.0500 0.5mg
EUR 273
Description: Sum Formula: C120H209N41O28S2; CAS# [313642-00-1]

Myosin Light Chain Kinase (480-501)

H-3554.1000 1.0mg
EUR 466
Description: Sum Formula: C120H209N41O28S2; CAS# [313642-00-1]

Wash Buffer (20X Concentrate)

85R-126 250 ml
EUR 197
Description: 10X concentrate ELISA wash buffer, ready to use

Recombinant Rat Clusterin Protein-His-T7 tag

CTP-126 100ug Ask for price
Description: A 26.5 kDa recombinant rat Clusterin with a N-terminal fusion of T7-Tag (16AA) and C-terminal fusion of His-Tag (9AA) expressed in the E.coli.

Radius 96-Well Cell Migration Assay

CBA-126 96 assays
EUR 572
Description: The Radius Cell Migration Assay provides a unique alternative to conventional cell migration assays using the Boyden chamber. Unlike Boyden chamber assays which may only be analyzed at endpoint, the Radius assay uses a proprietary cell culture plate containing a carefully-defined biocompatible hydrogel (Radius gel) spot centralized at the bottom of each well. When cells are seeded in the well, they will attach everywhere except on the Radius gel, creating a cell-free zone. Following cell seeding the Radius gel is removed, allowing migratory cells to move across the area and close the gap.

SIDEARM FITTING, DUAL, MEDIA HANDLING, 36 L, 1/2 TUBING,

4519-126 1/pk
EUR 391
Description: Bioprocess Vessels; Spinner Accessories

amfiSure PCR Premix, 8-Strip 0.2ml tube with Individual attached cap

P0316-480 5X96 rxns
EUR 529

amfiEco PCR Premix

P0702-480 5x96 rxns
EUR 444

amfiRivert 1-Step RT-PCR Premix

R5004-480 5x96 rxns
EUR 928

WST-1 Cell Proliferation Colorimetric Assay Kit

K2021-480 480 assays
EUR 321

Recombinant (E.Coli, GST tag) Hepatitis C Virus (HCV) NS5 Genotype-4 

RP-480 100 ug
EUR 286

hsa-miR-126 miRNA Inhibitor

MIH01159 2 x 5.0 nmol
EUR 176

hsa-miR-126-3p Primers

MPH02124 150 ul / 10 uM
EUR 121

hsa-miR-126-5p Primers

MPH02125 150 ul / 10 uM
EUR 121

rno??miR-126 miRNA Antagomir

MNR01065 2 x 5.0 nmol
EUR 329

rno??miR-126 miRNA Inhibitor

MIR01065 2 x 5.0 nmol
EUR 176

mmu-miR-126-3p Primers

MPM00053 150 ul / 10 uM
EUR 121

mmu-miR-126-5p Primers

MPM00056 150 ul / 10 uM
EUR 121

hsa-miR-126 miRNA Antagomir

MNH01159 2 x 5.0 nmol
EUR 329

Defensin Beta 126 (DEFb126) Antibody

20-abx129071
  • EUR 453.00
  • EUR 133.00
  • EUR 1316.00
  • EUR 620.00
  • EUR 342.00
  • 100 ug
  • 10 ug
  • 1 mg
  • 200 ug
  • 50 ug

Prion Peptide (106-126), Human

5-01808 4 x 1mg Ask for price

Urodilatin CCC/ANP-95-126

5-02059 4 x 1mg Ask for price

Defensin Beta 126 (DEFb126) Antibody

20-abx172068
  • EUR 926.00
  • EUR 467.00
  • 1 mg
  • 200 ug

FGF basic (119-126) Peptide

20-abx265341
  • EUR 356.00
  • EUR 537.00
  • EUR 286.00
  • 10 mg
  • 25 mg
  • 5 mg

Atrial Natriuretic Peptide (126-149)

20-abx265678
  • EUR 342.00
  • EUR 467.00
  • EUR 704.00
  • 0.5 mg
  • 1 mg
  • 2.5 mg

Atrial Natriuretic Peptide (126-150)

20-abx265679
  • EUR 342.00
  • EUR 467.00
  • EUR 704.00
  • 0.5 mg
  • 1 mg
  • 2.5 mg

Beta-Defensin 126 (DEFB126) Antibody

20-abx319593
  • EUR 411.00
  • EUR 1845.00
  • EUR 599.00
  • EUR 182.00
  • EUR 300.00
  • 100 ug
  • 1 mg
  • 200 ug
  • 20 ug
  • 50 ug

Recombinant ASFV Ba71V-126 Protein

VAng-2038Lsx-inquire inquire Ask for price
Description: African swine fever virus (strain Badajoz 1971 Vero-adapted) Envelope protein p54 (Ba71V-126), partial, recombinant protein from E. coli. (Uniprot ID: Q65194)

Anti-CBARA1 (aa113-126) antibody

STJ72551 100 µg
EUR 359

Anti-TXNDC11 (aa113-126) antibody

STJ72582 100 µg
EUR 359

Anti-GNL3 (aa115-126) antibody

STJ73081 100 µg
EUR 359

Polyclonal NXPH1 Antibody (aa77-126)

AMM06874G 0.05ml
EUR 484
Description: A polyclonal antibody raised in Rabbit that recognizes and binds to Human NXPH1 (aa77-126). This antibody is tested and proven to work in the following applications:

Defensin Beta 126 (DEFB126) Antibody

20-abx333959
  • EUR 411.00
  • EUR 1845.00
  • EUR 599.00
  • EUR 182.00
  • EUR 300.00
  • 100 ug
  • 1 mg
  • 200 ug
  • 20 ug
  • 50 ug

Prion Protein 106-126 (human)

B5433-.5 500 µg
EUR 251

Prion Protein 106-126 (human)

B5433-1 1 mg
EUR 373

PKG2 (Ab-126) Conjugated Antibody

C33249 100ul
EUR 397

Prion Protein (106-126) (human)

H-1566.0500 0.5mg
EUR 273
Description: Sum Formula: C80H138N26O24S2; CAS# [148439-49-0] net

Prion Protein (106-126) (human)

H-1566.1000 1.0mg
EUR 418
Description: Sum Formula: C80H138N26O24S2; CAS# [148439-49-0] net

Mouse Olfactory receptor 480, Olfr480 ELISA KIT

ELI-14769m 96 Tests
EUR 865

Opti-Seal qPCR Roche 480 (Low profile)

G913 100 Plates/Case
EUR 302

Opti-Seal qPCR Roche 480 (Low profile)

G914 10 Plates/Box
EUR 76

Recombinant Rat Akt1 Protein (aa 1-480)

VAng-2932Lsx-1mg 1 mg
EUR 5590
Description: Recombinant Rat Akt1 is expressed in E. coli. (Uniprot ID: P47196)

Recombinant Rat Akt1 Protein (aa 1-480)

VAng-2932Lsx-200g 200 µg
EUR 3363
Description: Recombinant Rat Akt1 is expressed in E. coli. (Uniprot ID: P47196)

Recombinant Rat Akt1 Protein (aa 1-480)

VAng-2932Lsx-50g 50 µg
EUR 2525
Description: Recombinant Rat Akt1 is expressed in E. coli. (Uniprot ID: P47196)

Recombinant Mouse Akt1 Protein (aa 1-480)

VAng-2933Lsx-1mg 1 mg
EUR 5590
Description: Recombinant Mouse Akt1 is expressed in E. coli. (Uniprot ID: P31750)

In this paper, a comprehensive state-of-the-art method is proposed and categorize this work broadly using the available classification techniques using Machine Learning and Deep Learning.The performance of each of the proposed approach is analyzed with existing methods and also how they can be used to tackle the timely and accurate detection of colon polyps.