Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold.
<p>Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold.</p>
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , |
| منشور في: |
2025
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| الموضوعات: | |
| الوسوم: |
إضافة وسم
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| _version_ | 1852017365785509888 |
|---|---|
| author | Hua Wang (13530) |
| author2 | Yiming Li (40290) Linwei Qiu (22110240) Jicong Zhang (3700579) Jingfei Hu (8894756) |
| author2_role | author author author author |
| author_facet | Hua Wang (13530) Yiming Li (40290) Linwei Qiu (22110240) Jicong Zhang (3700579) Jingfei Hu (8894756) |
| author_role | author |
| dc.creator.none.fl_str_mv | Hua Wang (13530) Yiming Li (40290) Linwei Qiu (22110240) Jicong Zhang (3700579) Jingfei Hu (8894756) |
| dc.date.none.fl_str_mv | 2025-08-22T17:31:08Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0328919.t005 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Performance_with_different_loss_functions_and_denote_significance_levels_of_and_respectively_from_a_two-sided_paired_t-test_when_comparing_our_best_model_with_others_The_best_results_are_shown_in_bold_/29969217 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Developmental Biology Science Policy Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified typical public dataset soft aggregation operation lower computational resources embed features extracted diversified receptive field challenging task due 86 %, 91 81 %, 92 25 %, 92 local feature maps different tissue structures collect global cues free attention mechanism free attention block art segmentation performance free attention range cues local structure different angles rotation consistency poor contrast novel transformer jaccard index embryo images dice coefficient catches non blastocyst components blast transformer based architecture ambiguous boundaries 45 %. |
| dc.title.none.fl_str_mv | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_28c6cfb8adbdff7b3d65af6b1ff11fa2 |
| identifier_str_mv | 10.1371/journal.pone.0328919.t005 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/29969217 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold.Hua Wang (13530)Yiming Li (40290)Linwei Qiu (22110240)Jicong Zhang (3700579)Jingfei Hu (8894756)Developmental BiologyScience PolicySpace ScienceBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedChemical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedtypical public datasetsoft aggregation operationlower computational resourcesembed features extracteddiversified receptive fieldchallenging task due86 %, 9181 %, 9225 %, 92local feature mapsdifferent tissue structurescollect global cuesfree attention mechanismfree attention blockart segmentation performancefree attentionrange cueslocal structuredifferent anglesrotation consistencypoor contrastnovel transformerjaccard indexembryo imagesdice coefficientcatches nonblastocyst componentsblast transformerbased architectureambiguous boundaries45 %.<p>Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold.</p>2025-08-22T17:31:08ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0328919.t005https://figshare.com/articles/dataset/Performance_with_different_loss_functions_and_denote_significance_levels_of_and_respectively_from_a_two-sided_paired_t-test_when_comparing_our_best_model_with_others_The_best_results_are_shown_in_bold_/29969217CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/299692172025-08-22T17:31:08Z |
| spellingShingle | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold. Hua Wang (13530) Developmental Biology Science Policy Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified typical public dataset soft aggregation operation lower computational resources embed features extracted diversified receptive field challenging task due 86 %, 91 81 %, 92 25 %, 92 local feature maps different tissue structures collect global cues free attention mechanism free attention block art segmentation performance free attention range cues local structure different angles rotation consistency poor contrast novel transformer jaccard index embryo images dice coefficient catches non blastocyst components blast transformer based architecture ambiguous boundaries 45 %. |
| status_str | publishedVersion |
| title | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold. |
| title_full | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold. |
| title_fullStr | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold. |
| title_full_unstemmed | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold. |
| title_short | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold. |
| title_sort | Performance with different loss functions. “ ” and “**” denote significance levels of and , respectively, from a two-sided paired t-test when comparing our best model with others. The best results are shown in bold. |
| topic | Developmental Biology Science Policy Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified typical public dataset soft aggregation operation lower computational resources embed features extracted diversified receptive field challenging task due 86 %, 91 81 %, 92 25 %, 92 local feature maps different tissue structures collect global cues free attention mechanism free attention block art segmentation performance free attention range cues local structure different angles rotation consistency poor contrast novel transformer jaccard index embryo images dice coefficient catches non blastocyst components blast transformer based architecture ambiguous boundaries 45 %. |