Automated Organization ProfileMedical Clinic and Policlinic I Hematology and Cell Therapy. University Hospital, Leipzig, Germany
Medical Clinic and Policlinic I Hematology and Cell Therapy. University Hospital, Leipzig, Germany
Current S-Index
Sum of Dataset Indices for all datasets
Average Dataset Index per Dataset
Average Dataset Index per dataset
Total Datasets
Total datasets in this organization
Average FAIR Score
Average FAIR Score per dataset
Total Citations
Total citations to the organization's datasets
Total Mentions
Total mentions of the organization's datasets
S-Index Interpretation
The S-Index (Sharing Index) is a comprehensive metric that represents the cumulative impact of all your datasets. It is calculated as the sum of Dataset Index scores across all your claimed datasets.
What it means:
- A higher S-index indicates greater overall impact of your datasets relative to typical datasets in their fields of research
- The S-Index grows as you add more datasets or as existing datasets gain more citations and mentions
- It provides a single number to track your research data impact over time
Current S-Index: 2.6 (sum of 2 datasets Dataset Index scores)
More information here.
S-Index Over Time
Cumulative Citations Over Time
Cumulative Mentions Over Time
Datasets
We used two different methodologies of generative artificial intelligence, CTAB-GAN+ and normalizing flows (NFlow), to synthesize patient data based on 1606 patients with acute myeloid leukemia that were treated within four multicenter clinical trials. The resulting data set consists of 1606 synthetic patients for each of the models.This dataset is associated with our publication "Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence" by Eckardt et al., npj Digital Medicine, 2024 (https://doi.org/10.1038/s41746-024-01076-x). If you use this dataset, please cite our paper. Data DictionaryNAMELABELTYPECODELISTAGEagenumin yearsAMLSTATAML statuscharde novo, sAML, tAMLASXL1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'ATRXmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'BCORmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'BCORL1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'BRAFmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CALRmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CBLmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CBLBmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CDKN2Amutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CEBPACEBPA mutationchar0 = 'no mutation', 1 = 'mutation'CGCXcomplex cytogenetic karyotypechar0 'No', 1 'Yes'CGNKcytogenetic normal karyotypechar0 'No', 1 'Yes'CR1first complete remissionchar0 = 'not achieved', 1 = 'achieved'CSF3Rmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CUX1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'DNMT3Amutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'EFSSTATstatus variable for EFSTMnum0 'censored' 1 'event'EFSTMevent free survival timenumin monthsETV6mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'EXAMLextramedullary AMLchar0 'No', 1 'Yes'EZH2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'FBXW7mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'FLT3IFLT3-ITD mutation statuschar0 = 'no mutation', 1 = 'mutation'FLT3TFLT3-TKD mutation statuschar0 = 'no mutation', 1 = 'mutation'GATA2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'GNASmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'HBhemoglobinnumin mmol/lHRASmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'IDH1IDH1 mutation statuschar0 = 'no mutation', 1 = 'mutation'IDH2IDH2 mutation statuschar0 = 'no mutation', 1 = 'mutation'IKZF1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'JAK2Jak2 Mutationchar0 = 'no mutation', 1 = 'mutation'KDM6Amutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'KITmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'KRASmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'MPLmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'MYD88mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'NOTCH1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'NPM1NPM1 mutation statuschar0 = 'no mutation', 1 = 'mutation'NRASmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'OSSTATstatus variable for OSTMnum0 'censored' 1 'event'OSTMoverall survival timenumin monthsPDGFRAmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'PHF6mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'PLTplatelet countnumin 10⁶/lPTENmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'PTPN11mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'RAD21mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'RUNX1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SETBP1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SEXsexcharf 'female', m 'male'SF3B1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SMC1Amutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SMC3mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SRSF2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'STAG2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SUBJIDsubject identifierchar TET2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'TP53mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'U2AF1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'WBCwhite blood countnumin 10⁶/lWT1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'ZRSR2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'inv16_t16.16mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't8.21mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.6.9..p23.q34.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'inv.3..q21.q26.2.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.5mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'del.5q.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.9.22..q34.q11.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.7mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.17mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.v.11..v.q23.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'abn.17p.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.9.11..p21.23.q23.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.3.5.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.6.11.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.10.11.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.11.19..q23.p13.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'del.7q.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'del.9q.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'trisomy 8mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'trisomy 21mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.Ymutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.Xmutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'
Authors
- Eckardt, Jan-Niklas ;
- Hahn, Waldemar ;
- Röllig, Christoph ;
- Stasik, Sebastian ;
- Platzbecker, Uwe ;
- Müller-Tidow, Carsten ;
- Serve, Hubert ;
- Baldus, Claudia D. ;
- Schliemann, Christoph ;
- Schäfer-Eckart, Kerstin ;
- Hanoun, Maher ;
- Kaufmann, Martin ;
- Burchert, Andreas ;
- Thiede, Christian ;
- Schetelig, Johannes ;
- Sedlmayr, Martin ;
- Bornhäuser, Martin ;
- Wolfien, Markus ;
- Middeke, Jan Moritz
We used two different methodologies of generative artificial intelligence, CTAB-GAN+ and normalizing flows (NFlow), to synthesize patient data based on 1606 patients with acute myeloid leukemia that were treated within four multicenter clinical trials. The resulting data set consists of 1606 synthetic patients for each of the models.This dataset is associated with our publication "Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence" by Eckardt et al., npj Digital Medicine, 2024 (https://doi.org/10.1038/s41746-024-01076-x). If you use this dataset, please cite our paper. Data DictionaryNAMELABELTYPECODELISTAGEagenumin yearsAMLSTATAML statuscharde novo, sAML, tAMLASXL1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'ATRXmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'BCORmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'BCORL1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'BRAFmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CALRmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CBLmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CBLBmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CDKN2Amutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CEBPACEBPA mutationchar0 = 'no mutation', 1 = 'mutation'CGCXcomplex cytogenetic karyotypechar0 'No', 1 'Yes'CGNKcytogenetic normal karyotypechar0 'No', 1 'Yes'CR1first complete remissionchar0 = 'not achieved', 1 = 'achieved'CSF3Rmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'CUX1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'DNMT3Amutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'EFSSTATstatus variable for EFSTMnum0 'censored' 1 'event'EFSTMevent free survival timenumin monthsETV6mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'EXAMLextramedullary AMLchar0 'No', 1 'Yes'EZH2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'FBXW7mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'FLT3IFLT3-ITD mutation statuschar0 = 'no mutation', 1 = 'mutation'FLT3TFLT3-TKD mutation statuschar0 = 'no mutation', 1 = 'mutation'GATA2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'GNASmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'HBhemoglobinnumin mmol/lHRASmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'IDH1IDH1 mutation statuschar0 = 'no mutation', 1 = 'mutation'IDH2IDH2 mutation statuschar0 = 'no mutation', 1 = 'mutation'IKZF1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'JAK2Jak2 Mutationchar0 = 'no mutation', 1 = 'mutation'KDM6Amutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'KITmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'KRASmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'MPLmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'MYD88mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'NOTCH1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'NPM1NPM1 mutation statuschar0 = 'no mutation', 1 = 'mutation'NRASmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'OSSTATstatus variable for OSTMnum0 'censored' 1 'event'OSTMoverall survival timenumin monthsPDGFRAmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'PHF6mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'PLTplatelet countnumin 10⁶/lPTENmutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'PTPN11mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'RAD21mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'RUNX1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SETBP1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SEXsexcharf 'female', m 'male'SF3B1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SMC1Amutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SMC3mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SRSF2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'STAG2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'SUBJIDsubject identifierchar TET2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'TP53mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'U2AF1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'WBCwhite blood countnumin 10⁶/lWT1mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'ZRSR2mutation indicator, NGSnum0 = 'no mutation', 1 = 'mutation'inv16_t16.16mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't8.21mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.6.9..p23.q34.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'inv.3..q21.q26.2.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.5mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'del.5q.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.9.22..q34.q11.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.7mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.17mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.v.11..v.q23.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'abn.17p.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.9.11..p21.23.q23.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.3.5.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.6.11.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.10.11.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation't.11.19..q23.p13.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'del.7q.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'del.9q.mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'trisomy 8mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'trisomy 21mutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.Ymutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'minus.Xmutation indicator, cytogeneticsnum0 = 'no mutation', 1 = 'mutation'
Authors
- Eckardt, Jan-Niklas ;
- Hahn, Waldemar ;
- Röllig, Christoph ;
- Stasik, Sebastian ;
- Platzbecker, Uwe ;
- Müller-Tidow, Carsten ;
- Serve, Hubert ;
- Baldus, Claudia D. ;
- Schliemann, Christoph ;
- Schäfer-Eckart, Kerstin ;
- Hanoun, Maher ;
- Kaufmann, Martin ;
- Burchert, Andreas ;
- Thiede, Christian ;
- Schetelig, Johannes ;
- Sedlmayr, Martin ;
- Bornhäuser, Martin ;
- Wolfien, Markus ;
- Middeke, Jan Moritz