Current state of science in machine learning methods for automatic infant pain evaluation using facial expression information: study protocol of a systematic review and meta-analysis

Infants can experience pain similar to adults, and improperly controlled pain stimuli could have a long-term adverse impact on their cognitive and neurological function development.

The biggest challenge of achieving good infant pain control is obtaining objective pain assessment when direct communication is lacking. For years, computer scientists have developed many different facial expression-centred machine learning (ML) methods for automatic infant pain assessment.

Many of these ML algorithms showed rather satisfactory performance and have demonstrated good potential to be further enhanced for implementation in real-world clinical settings.

To date, there is no prior research that has systematically summarised and compared the performance of these ML algorithms.

Our proposed meta-analysis will provide the first comprehensive evidence on this topic to guide further ML algorithm development and clinical implementation.

HO-3867
T6537-1mg 1mg Ask for price
Description: HO-3867

HO-3867
T6537-50mg 50mg Ask for price
Description: HO-3867

HO-3867
T6537-5mg 5mg Ask for price
Description: HO-3867

Monoclonal CD99 Antibody [Clone HO36-1.1], Clone: HO36-1.1
AMM00124G 0.1mg
EUR 580.8
Description: A Monoclonal antibody against Human CD99 [Clone HO36-1.1]. The antibodies are raised in Mouse and are from clone HO36-1.1. This antibody is applicable in IHC, IF

CD99(HO36-1.1), 0.2mg/mL
BNUB0869-100 100uL
EUR 225
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD99(HO36-1.1), 0.2mg/mL
BNUB0869-500 500uL
EUR 485
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD99(HO36-1.1), 1mg/mL
BNUM0869-50 50uL
EUR 396
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD99(HO36-1.1) Antibody
BNC040869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF405S conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC040869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF405S conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC880869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF488A conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC880869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF488A conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC810869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF680R conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC810869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF680R conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC940869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF594 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC940869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF594 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC800869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF680 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC800869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF680 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC430869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF543 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC430869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF543 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC400869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF640R conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC400869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF640R conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC470869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF647 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC470869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF647 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC050869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF405M conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC050869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF405M conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC550869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF555 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC550869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF555 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC700869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF770 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC700869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF770 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC610869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF660R conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC610869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF660R conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC680869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), CF568 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNC680869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), CF568 conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCP0869-250 250uL
EUR 459.6
Description: Primary antibody against CD99(HO36-1.1), PerCP conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCR0869-250 250uL
EUR 459.6
Description: Primary antibody against CD99(HO36-1.1), RPE conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCA0869-250 250uL
EUR 459.6
Description: Primary antibody against CD99(HO36-1.1), APC conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCB0869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), Biotin conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCB0869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), Biotin conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCAP0869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), Alkaline Phosphatase conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCAP0869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), Alkaline Phosphatase conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCH0869-100 100uL
EUR 238.8
Description: Primary antibody against CD99(HO36-1.1), Horseradish Peroxidase conjugate, Concentration: 0.1mg/mL

CD99(HO36-1.1) Antibody
BNCH0869-500 500uL
EUR 652.8
Description: Primary antibody against CD99(HO36-1.1), Horseradish Peroxidase conjugate, Concentration: 0.1mg/mL

AAS Boron as H3BO3 Std 1000 mg/L in H2O - 500ML
AA-GLO-B-500 500ML
EUR 107.22

IC Multi Elem (6) Anion Std 1000 mg/L in H2O - 500ML
IC-GLO-6-500 500ML
EUR 732.93

IC Multi Elem (7) Anion Std EN ISO 10304-14.12.2 in H2O - 100ML
IC-GLO-7-100 100ML
EUR 905.85

Human IgG4 (pFC) mouse monoclonal antibody, clone HP6023 (also known as HO6023), AP, Purified
AM01158AP-N 1 ml Ask for price

Human IgG4 (pFC) mouse monoclonal antibody, clone HP6023 (also known as HO6023), Purified
AM01158PU-N 500 µg Ask for price

Human IgG4 (pFC) mouse monoclonal antibody, clone HP6023 (also known as HO6023), HRP, Purified
AM01158HR-N 1 ml Ask for price

MIC2 Gene Protein, CD99; Clone HO36-1.1 (Ready-To-Use)
A00044-0002 2 ml
EUR 33.42

MIC2 Gene Protein, CD99; Clone HO36-1.1 (Ready-To-Use)
A00044-0007 7 ml
EUR 65.57

MIC2 Gene Protein, CD99; Clone HO36-1.1 (Ready-To-Use)
A00044-0025 25 ml
EUR 200.57

MIC2 Gene Protein, CD99; Clone HO36-1.1 (Concentrate)
A00044-C 1 ml
EUR 369.27

MIC2 Gene Protein, CD99; Clone HO36-1.1 (Concentrate)
A00044-C.1 0.1 ml
EUR 68.78

IC Multi Elem (4) Cation Std in H2O 100mg/L in H2O - 100ML
IC4-1002-100 100ML
EUR 262.92

CD16(HO80), 0.2mg/mL
BNUB1056-100 100uL
EUR 225
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), 0.2mg/mL
BNUB1056-500 500uL
EUR 485
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), 1mg/mL
BNUM1056-50 50uL
EUR 396
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD99 / MIC2 (Ewing's Sarcoma Marker); Clone HO36-1.1 (Concentrate)
RA0203-C.1 0.1 ml
EUR 60.07

CD99 / MIC2 (Ewing's Sarcoma Marker); Clone HO36-1.1 (Concentrate)
RA0203-C.5 0.5 ml
EUR 158.6

Fluoro H2O2
FLOH100-3 500 Tests
EUR 270

Anti-CD99/ MIC2 Antibody Clone HO36-1.1, Unconjugated-100ug
4267-MSM1-P1 100ug
EUR 513.6

Monoclonal CD99 / MIC2 (Ewing's Sarcoma Marker) Antibody, Clone: HO36-1.1
AMM01024G 7 ml
EUR 580.8
Description: A Monoclonal antibody against Human CD99 / MIC2 (Ewing's Sarcoma Marker). The antibodies are raised in Mouse and are from clone HO36-1.1. This antibody is applicable in IHC, IF

CD16(HO80) Antibody
BNC811056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), CF680R conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC811056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), CF680R conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC801056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), CF680 conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC801056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), CF680 conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC431056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), CF543 conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC431056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), CF543 conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC051056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), CF405M conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC051056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), CF405M conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC551056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), CF555 conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC551056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), CF555 conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC701056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), CF770 conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC701056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), CF770 conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC611056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), CF660R conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNC611056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), CF660R conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNCP1056-250 250uL
EUR 459.6
Description: Primary antibody against CD16(HO80), PerCP conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNCR1056-250 250uL
EUR 459.6
Description: Primary antibody against CD16(HO80), RPE conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNCA1056-250 250uL
EUR 459.6
Description: Primary antibody against CD16(HO80), APC conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNCH1056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), Horseradish Peroxidase conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNCH1056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), Horseradish Peroxidase conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNCAP1056-100 100uL
EUR 238.8
Description: Primary antibody against CD16(HO80), Alkaline Phosphatase conjugate, Concentration: 0.1mg/mL

CD16(HO80) Antibody
BNCAP1056-500 500uL
EUR 652.8
Description: Primary antibody against CD16(HO80), Alkaline Phosphatase conjugate, Concentration: 0.1mg/mL

Monoclonal CD99 / MIC2 (Ewing's Sarcoma Marker) Antibody - With BSA and Azide, Clone: HO36-1.1
AMM01025G 0.05mg
EUR 475.2
Description: A Monoclonal antibody against Human CD99 / MIC2 (Ewing's Sarcoma Marker) - With BSA and Azide. The antibodies are raised in Mouse and are from clone HO36-1.1. This antibody is applicable in IHC, IF, FC

Aluminium sulphate, 14-18 H2O, Hi-AR™/AC
GRM3881-500G 1 unit
EUR 8.54
Description: Aluminium sulphate, 14-18 H2O, Hi-AR™/AC

ICP Standard Boron H2O 1000ug-ml - 100ML
PB2A7 100ML
EUR 248.4

MCF-7 Nuclear Extract (H2O2)
1642-100 each
EUR 248.4

Monoclonal CD99 / MIC2 (Ewing's Sarcoma Marker) Antibody - Without BSA and Azide, Clone: HO36-1.1
AMM01026G 0.1mg
EUR 580.8
Description: A Monoclonal antibody against Human CD99 / MIC2 (Ewing's Sarcoma Marker) - Without BSA and Azide. The antibodies are raised in Mouse and are from clone HO36-1.1. This antibody is applicable in IHC, IF, FC

Ammonium sulfide solution 40-48% wt. in H2O
A634115 10g
EUR 52
Description: 12135-76-1

CD16(HO80), CF594 conjugate, 0.1mg/mL
BNC941056-100 100uL
EUR 192
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF594 conjugate, 0.1mg/mL
BNC941056-500 500uL
EUR 532
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF647 conjugate, 0.1mg/mL
BNC471056-100 100uL
EUR 192
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF647 conjugate, 0.1mg/mL
BNC471056-500 500uL
EUR 532
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF568 conjugate, 0.1mg/mL
BNC681056-100 100uL
EUR 192
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF568 conjugate, 0.1mg/mL
BNC681056-500 500uL
EUR 532
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF405S conjugate, 0.1mg/mL
BNC041056-100 100uL
EUR 192
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF405S conjugate, 0.1mg/mL
BNC041056-500 500uL
EUR 532
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF488A conjugate, 0.1mg/mL
BNC881056-100 100uL
EUR 192
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF488A conjugate, 0.1mg/mL
BNC881056-500 500uL
EUR 532
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF640R conjugate, 0.1mg/mL
BNC401056-100 100uL
EUR 192
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), CF640R conjugate, 0.1mg/mL
BNC401056-500 500uL
EUR 532
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), Biotin conjugate, 0.1mg/mL
BNCB1056-100 100uL
EUR 192
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

CD16(HO80), Biotin conjugate, 0.1mg/mL
BNCB1056-500 500uL
EUR 532
Description: Primary and secondary antibodies for multiple methodologyimmunostaining detection application

ICP Standard Molybdenum H2O 1000ug/ml - 100ML
PMO2A7 100ML
EUR 148.5

H2O2 and POD Assay Kit (Fluorometric)
EGQA0074 100 tests
EUR 145

Hydrogen Peroxide (H2O2) Assay Kit
abx294075-100g 100 µg Ask for price

Hydrogen Peroxide (H2O2) Assay Kit
abx294075-20g 20 µg
EUR 225

Hydrogen Peroxide (H2O2) Assay Kit
abx294075-50g 50 µg Ask for price

Hydrogen Peroxide (H2O2) Assay Kit
abx295076-100g 100 µg Ask for price

Hydrogen Peroxide (H2O2) Assay Kit
abx295076-20g 20 µg
EUR 225

Hydrogen Peroxide (H2O2) Assay Kit
abx295076-50g 50 µg Ask for price

Rat Hydrogen Peroxide, H2O2 Elisa Kit
YLA1496RA-48T 48T Ask for price

Rat Hydrogen Peroxide, H2O2 Elisa Kit
YLA1496RA-96T 96T Ask for price

ICP Std Tin 10ug/mL in H2O tr. HF - 100ML
PSN2A10 100ML
EUR 114.57

Rat hydrogenperoxide (H2O2) Elisa Kit
EK720422 96 Wells
EUR 0.57

Anti-HO-1 Monoclonal Antibody (HO-1-2)
M00253-1 1mg
EUR 476.4
Description: Mouse Monoclonal HO-1 Antibody (HO-1-2). Validated in Flow Cytometry, IHC, WB and tested in Human, Mouse, Rat.

Rat hydrogenperoxide (H2O2) ELISA Kit
SL1280Ra -
EUR 498

Human Hydrogen Peroxide, H2O2 Elisa Kit
YLA4064HU-48T 48T Ask for price

Human Hydrogen Peroxide, H2O2 Elisa Kit
YLA4064HU-96T 96T Ask for price

IC Multi Elem (7) Std in H2O - 500ML
IC-MIX3 500ML
EUR 458.27

IC Multi Elem (6) Std in H2O - 500ML
ICA-BMS-65 500ML
EUR 373.08

IC Multi Elem (7) Std in H2O - 100ML
ICA-DX-711 100ML
EUR 376.65

IC Multi Elem (6) Std in H2O - 100ML
ICA6MIX1E 100ML
EUR 383.36

Human hydrogenperoxide(H2O2) Elisa Kit
EK710422 96 Wells
EUR 0.91

Human H2O2-Induced MCF7 Whole Cell Lysate
IHUMCF7H2O2TLW500UG each
EUR 476
Description: Human H2O2-Induced MCF7 Whole Cell Lysate

Human hydrogenperoxide (H2O2) ELISA Kit
SL2548Hu 96 Tests
EUR 468

ICP Std Boron 100ug/mL in H2O - 100ML
PB1A7 100ML
EUR 130.95

ICP Std Boron 1000ug/mL in H2O - 250ML
PB2B7 250ML
EUR 159.3

ICP Std Boron 1000ug/mL in H2O - 500ML
PB2C7 500ML
EUR 294.3

ICP Std Boron 5000ug/mL in H2O - 500ML
PB3A7 500ML
EUR 458.27

ICP Std Boron 5000ug/mL in H2O - 100ML
PB3C7 100ML
EUR 230.6

ICP Std Boron 10000ug/mL in H2O - 100ML
PB4A7 100ML
EUR 260.55

ICP Std Boron 10000ug/mL in H2O - 250ML
PB4B7 250ML
EUR 481.77

3% Hydrogen Peroxide (H2O2) Solution, Lab Grade
AR1108 50mL (for 400-800 assays)
EUR 72

OAED00115-50UG - Anti-HO-1 (HO-1-1) Antibody
OAED00115-50UG 50ug
EUR 269

Sodium percarbonate approx. 25% active H2O2
S06606 500G
EUR 179.5

Human Hydrogen PerOxide, H2O2 GENLISA ELISA
KBH4495 1 x 96 wells
EUR 286

AAS Boron Std 1000ppm in H2O - 500ML
AAB-H 500ML
EUR 60.75

AAS Boron Std 10000ppm in H2O - 500ML
AAB-M 500ML
EUR 380.7

IC Multi Elem (3) Std Cl NO3 SO4 in H2O - 500ML
ICA3-MIX2-500 500ML
EUR 904.5

ICP Std Osmium 100ug/mL in H2O - 500ML
ICP-HR-15 500ML
EUR 546.39

ICP Std Carbon 1000ug/mL in H2O - 100ML
PC2A7 100ML
EUR 153.9

ICP Std Carbon 1000ug/mL in H2O - 250ML
PC2B7 250ML
EUR 265.85

ICP Std Carbon 10000ug/mL in H2O - 250ML
PC4B7 250ML
EUR 399.51

ICP Std Sodium 1000ug/mL in H2O - 100ML
PNA2A3 100ML
EUR 249.7

ICP Std Sodium 1000ug/mL in H2O - 500ML
PNA2C3 500ML
EUR 298.17

ICP Std Sodium 10000ug/mL in H2O - 100ML
PNA4A3 100ML
EUR 233.55

CheKine™ Micro Hydrogen Peroxide (H2O2) Assay Kit
KTB1041-480T 480 T
EUR 119
Description: CheKine™ Micro Hydrogen Peroxide Assay Kit is designed for the quantitative determination of Hydrogen Peroxide in the samples.

CheKine™ Micro Hydrogen Peroxide (H2O2) Assay Kit
KTB1041-96T 96 T
EUR 39
Description: CheKine™ Micro Hydrogen Peroxide Assay Kit is designed for the quantitative determination of Hydrogen Peroxide in the samples.

Rabbit Anti Human NFKBIA Monoclonal Clone HO-14
IRBAHUNFKBIAHO14C100UL each
EUR 496
Description: Rabbit Anti Human NFKBIA Monoclonal Clone HO-14

CheKine™ Micro Hydrogen Peroxide (H2O2) Assay Kit
KTB1041-each each Ask for price

IC Multi Elem (4) Anion Std in H2O - 500ML
IC-CL-6E4 500ML
EUR 431.83

IC Multi Elem (6) Anion Std in H2O - 500ML
IC-CL-7E6 500ML
EUR 431.83

IC Multi Elem (4) Anion Std in H2O - 250ML
IC-MIX2 250ML
EUR 260.55

IC Multi Elem (3) Std F PO4 Br 1000ug/mL in H2O - 500ML
IC3-1000-500 500ML
EUR 540.52

IC Multi Elem (8) Anion Std in H2O - 250ML
IC7MIX5B 250ML
EUR 540.52

IC Multi Elem (5) Anion Std in H2O - 100ML
ICA-DX-51 100ML
EUR 724.95

IC Multi Elem (7) Anion Std in H2O - 500ML
ICA-ENV-6-5 500ML
EUR 1121.85

IC Multi Elem (7) Anion Std in H2O - 100ML
ICA-LIS-601 100ML
EUR 984.1

IC Multi Elem (4) Anion Std in H2O - 100ML
ICA4MIX2A 100ML
EUR 243.82

IC Multi Elem (5) Anion Std in H2O - 500ML
ICA5-MIX1-500 500ML
EUR 522.89

IC Multi Elem (6) Anion Std in H2O - 250ML
ICA6-CYM 250ML
EUR 525.83

IC Multi Elem (6) Anion Std in H2O - 100ML
ICA6-MIX-THG 100ML
EUR 377.48

ICP Multi Elem (3) Std B P S 100mg/L in H2O - 500ML
ICP-INT-3-500 500ML
EUR 373.08

ICP Std Rhenium 100ug/mL in H2O - 100ML
PRE1A7 100ML
EUR 167.44

ICP Std Rhenium 1000ug/mL in H2O - 100ML
PRE2A7 100ML
EUR 315.79

ICP Std Rhenium 1000ug/mL in H2O - 250ML
PRE2B7 250ML
EUR 528.77

ICP Std Rhenium 1000ug/mL in H2O - 500ML
PRE2C7 500ML
EUR 568.43

ICP Std Rhenium 10000ug/mL in H2O - 250ML
PRE4B7 250ML
EUR 1352.7

ICP Std Sulphur 100ug/mL in H2O - 100ML
PS1A7 100ML
EUR 132.19

ICP Std Sulphur 100ug/mL in H2O - 500ML
PS1C9 500ML
EUR 323.14

ICP Std Sulphur 1000ug/mL in H2O - 100ML
PS2A7 100ML
EUR 248.4

We will search four major public electronic medical and computer science databases including Web of Science, PubMed, Embase and IEEE Xplore DigitalLibrary from January 2008 to present. All the articles will be imported into the Covidence platform for study eligibility screening and inclusion.

Study-level extracted data will be stored in the Systematic Review Data Repository online platform. The primary outcome will be the prediction accuracy of the ML model.

The secondary outcomes will be model utility measures including generalisability, interpretability and computational efficiency. All extracted outcome data will be imported into RevMan V.5.2.1 software and R V3.3.2 for analysis.

Risk of bias will be summarised using the latest Prediction Model Study Risk of Bias Assessment Tool.This systematic review and meta-analysis will only use study-level data from public databases, thus formal ethical approval is not required.

The results will be disseminated in the form of an official publication in a peer-reviewed journal and/or presentation at relevant conferences.CRD42019118784.