data science Search Results


biomarkers limonene  (KCAS Bioanalytical and Biomarker Services)
94
KCAS Bioanalytical and Biomarker Services biomarkers limonene
Biomarkers Limonene, supplied by KCAS Bioanalytical and Biomarker Services, used in various techniques. Bioz Stars score: 94/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/biomarkers limonene/product/KCAS Bioanalytical and Biomarker Services
Average 94 stars, based on 1 article reviews
biomarkers limonene - by Bioz Stars, 2026-06
94/100 stars
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statistica  (TIBCO)
96
TIBCO statistica
Statistica, supplied by TIBCO, used in various techniques. Bioz Stars score: 96/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/statistica/product/TIBCO
Average 96 stars, based on 1 article reviews
statistica - by Bioz Stars, 2026-06
96/100 stars
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hybrid immunocapture lc ms ms  (KCAS Bioanalytical and Biomarker Services)
93
KCAS Bioanalytical and Biomarker Services hybrid immunocapture lc ms ms
Hybrid Immunocapture Lc Ms Ms, supplied by KCAS Bioanalytical and Biomarker Services, used in various techniques. Bioz Stars score: 93/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/hybrid immunocapture lc ms ms/product/KCAS Bioanalytical and Biomarker Services
Average 93 stars, based on 1 article reviews
hybrid immunocapture lc ms ms - by Bioz Stars, 2026-06
93/100 stars
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kcas bio analytical  (KCAS Bioanalytical and Biomarker Services)
99
KCAS Bioanalytical and Biomarker Services kcas bio analytical
Kcas Bio Analytical, supplied by KCAS Bioanalytical and Biomarker Services, used in various techniques. Bioz Stars score: 99/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/kcas bio analytical/product/KCAS Bioanalytical and Biomarker Services
Average 99 stars, based on 1 article reviews
kcas bio analytical - by Bioz Stars, 2026-06
99/100 stars
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complex data science tasks  (Kaggle Inc)
86
Kaggle Inc complex data science tasks
Performance of the o3 model on <t>complex</t> <t>data</t> science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex <t>tasks.</t> The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.
Complex Data Science Tasks, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/complex data science tasks/product/Kaggle Inc
Average 86 stars, based on 1 article reviews
complex data science tasks - by Bioz Stars, 2026-06
86/100 stars
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structured data fields  (NextGen Sciences)
90
NextGen Sciences structured data fields
Performance of the o3 model on <t>complex</t> <t>data</t> science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex <t>tasks.</t> The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.
Structured Data Fields, supplied by NextGen Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/structured data fields/product/NextGen Sciences
Average 90 stars, based on 1 article reviews
structured data fields - by Bioz Stars, 2026-06
90/100 stars
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data curation  (Apira Science Inc)
90
Apira Science Inc data curation
Performance of the o3 model on <t>complex</t> <t>data</t> science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex <t>tasks.</t> The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.
Data Curation, supplied by Apira Science Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/data curation/product/Apira Science Inc
Average 90 stars, based on 1 article reviews
data curation - by Bioz Stars, 2026-06
90/100 stars
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ascertainment-corrected polymorphism data  (Perlegen Sciences)
90
Perlegen Sciences ascertainment-corrected polymorphism data
Performance of the o3 model on <t>complex</t> <t>data</t> science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex <t>tasks.</t> The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.
Ascertainment Corrected Polymorphism Data, supplied by Perlegen Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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Average 90 stars, based on 1 article reviews
ascertainment-corrected polymorphism data - by Bioz Stars, 2026-06
90/100 stars
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snp data set  (Perlegen Sciences)
90
Perlegen Sciences snp data set
Finding discrepancies among databases . <t>SNP</t> rs6824418 data from Perlegen and HapMap indicating discrepant allele frequency estimates for populations EUA and CEU (European American <t>and</t> <t>CEPH</t> European respectively).
Snp Data Set, supplied by Perlegen Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/snp data set/product/Perlegen Sciences
Average 90 stars, based on 1 article reviews
snp data set - by Bioz Stars, 2026-06
90/100 stars
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snps in the perlegen data  (Perlegen Sciences)
90
Perlegen Sciences snps in the perlegen data
Finding discrepancies among databases . <t>SNP</t> rs6824418 data from Perlegen and HapMap indicating discrepant allele frequency estimates for populations EUA and CEU (European American <t>and</t> <t>CEPH</t> European respectively).
Snps In The Perlegen Data, supplied by Perlegen Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/snps in the perlegen data/product/Perlegen Sciences
Average 90 stars, based on 1 article reviews
snps in the perlegen data - by Bioz Stars, 2026-06
90/100 stars
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data sets p1dc1i  (NextGen Sciences)
90
NextGen Sciences data sets p1dc1i
Finding discrepancies among databases . <t>SNP</t> rs6824418 data from Perlegen and HapMap indicating discrepant allele frequency estimates for populations EUA and CEU (European American <t>and</t> <t>CEPH</t> European respectively).
Data Sets P1dc1i, supplied by NextGen Sciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/data sets p1dc1i/product/NextGen Sciences
Average 90 stars, based on 1 article reviews
data sets p1dc1i - by Bioz Stars, 2026-06
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data and modelling, pharmaceutical sciences, r&d  (AstraZeneca ltd)
90
AstraZeneca ltd data and modelling, pharmaceutical sciences, r&d
Finding discrepancies among databases . <t>SNP</t> rs6824418 data from Perlegen and HapMap indicating discrepant allele frequency estimates for populations EUA and CEU (European American <t>and</t> <t>CEPH</t> European respectively).
Data And Modelling, Pharmaceutical Sciences, R&D, supplied by AstraZeneca ltd, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/data and modelling, pharmaceutical sciences, r&d/product/AstraZeneca ltd
Average 90 stars, based on 1 article reviews
data and modelling, pharmaceutical sciences, r&d - by Bioz Stars, 2026-06
90/100 stars
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Image Search Results


Performance of the o3 model on complex data science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex tasks. The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.

Journal: Proceedings of the National Academy of Sciences of the United States of America

Article Title: Evaluating large language models in biomedical data science challenges through a classroom experiment

doi: 10.1073/pnas.2521062122

Figure Lengend Snippet: Performance of the o3 model on complex data science challenges. ( A ) Bar plots showing the percentile ranks of the o3 model across six additional Kaggle challenges involving more complex tasks. The numbers indicate the percentile ranks. ( B ) Violin plots displaying the distribution of scores from all human participants recorded on the Kaggle leaderboards for each challenge. The o3 model’s score is marked with red dots for comparison.

Article Snippet: We analyzed the following six Kaggle challenges as representative examples of more complex data science tasks: SenNet + HOA - Hacking the Human Vasculature in 3D ( https://www.kaggle.com/competitions/blood-vessel-segmentation ) HMS - Harmful Brain Activity Classification ( https://www.kaggle.com/competitions/hms-harmful-brain-activity-classification ) ISIC 2024 - Skin Cancer Detection with 3D-TBP ( https://www.kaggle.com/competitions/isic-2024-challenge ) RSNA 2024 Lumbar Spine Degenerative Classification ( https://www.kaggle.com/competitions/rsna-2024-lumbar-spine-degenerative-classification ) NeurIPS 2024 - Predict New Medicines with BELKA ( https://www.kaggle.com/competitions/leash-BELKA ) Stanford RNA 3D Folding ( https://www.kaggle.com/competitions/stanford-rna-3d-folding )

Techniques: Comparison

Finding discrepancies among databases . SNP rs6824418 data from Perlegen and HapMap indicating discrepant allele frequency estimates for populations EUA and CEU (European American and CEPH European respectively).

Journal: BMC Bioinformatics

Article Title: SPSmart: adapting population based SNP genotype databases for fast and comprehensive web access

doi: 10.1186/1471-2105-9-428

Figure Lengend Snippet: Finding discrepancies among databases . SNP rs6824418 data from Perlegen and HapMap indicating discrepant allele frequency estimates for populations EUA and CEU (European American and CEPH European respectively).

Article Snippet: The SPSmart engine has successfully processed, and is currently running, a range of data sets encompassing: HapMap release #23a, the Stanford University and Michigan University CEPH-HGDP panels, and the Perlegen SNP data set.

Techniques:

Comparing similar populations in different databases . SNP rs2789823 data from Perlegen and HapMap illustrating a fixed difference SNP that shows the degree of European:African admixture in the African American population sample of Perlegen (AFA) compared to the HapMap African population: the Yoruba of Ibadan, Nigeria (YRI).

Journal: BMC Bioinformatics

Article Title: SPSmart: adapting population based SNP genotype databases for fast and comprehensive web access

doi: 10.1186/1471-2105-9-428

Figure Lengend Snippet: Comparing similar populations in different databases . SNP rs2789823 data from Perlegen and HapMap illustrating a fixed difference SNP that shows the degree of European:African admixture in the African American population sample of Perlegen (AFA) compared to the HapMap African population: the Yoruba of Ibadan, Nigeria (YRI).

Article Snippet: The SPSmart engine has successfully processed, and is currently running, a range of data sets encompassing: HapMap release #23a, the Stanford University and Michigan University CEPH-HGDP panels, and the Perlegen SNP data set.

Techniques: