data science Search Results


94
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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
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90
Origent Data Sciences machine learning algorithms
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.
Machine Learning Algorithms, supplied by Origent Data 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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CANbridge Life Sciences crystal 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.
Crystal Data, supplied by CANbridge Life 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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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
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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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90
NEN Life Science data quality assurance system
Flowchart of the Netherlands Heart Registration <t>(</t> <t>NHR</t> ) <t>NEN-7510</t> certified data quality assurance system
Data Quality Assurance System, supplied by NEN Life Science, 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
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90
Greeneridge Sciences Inc animal-borne data loggers
Flowchart of the Netherlands Heart Registration <t>(</t> <t>NHR</t> ) <t>NEN-7510</t> certified data quality assurance system
Animal Borne Data Loggers, supplied by Greeneridge Sciences Inc, 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
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90
STARR Life Sciences abr data
Flowchart of the Netherlands Heart Registration <t>(</t> <t>NHR</t> ) <t>NEN-7510</t> certified data quality assurance system
Abr Data, supplied by STARR Life 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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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

Flowchart of the Netherlands Heart Registration ( NHR ) NEN-7510 certified data quality assurance system

Journal: Netherlands Heart Journal

Article Title: Data quality and auditing within the Netherlands Heart Registration: using the PCI registry as an example

doi: 10.1007/s12471-022-01752-1

Figure Lengend Snippet: Flowchart of the Netherlands Heart Registration ( NHR ) NEN-7510 certified data quality assurance system

Article Snippet: Within the NHR a Royal Netherlands Standardization Institute (NEN) 7510 certified data quality assurance system is used (Fig. ).

Techniques: