0000000000749704

AUTHOR

S. Schulz

showing 12 related works from this author

Deep learning for diagnosis and survival prediction in soft tissue sarcoma.

2021

Background Clinical management of soft tissue sarcoma (STS) is particularly challenging. Here, we used digital pathology and deep learning (DL) for diagnosis and prognosis prediction of STS. Patients and methods Our retrospective, multicenter study included a total of 506 histopathological slides from 291 patients with STS. The Cancer Genome Atlas cohort (240 patients) served as training and validation set. A second, multicenter cohort (51 patients) served as an additional test set. The use of the DL model (DLM) as a clinical decision support system was evaluated by nine pathologists with different levels of expertise. For prognosis prediction, 139 slides from 85 patients with leiomyosarcom…

0301 basic medicineLeiomyosarcomamedicine.medical_specialtySoft Tissue Neoplasms03 medical and health sciences0302 clinical medicineDeep LearningmedicineHumansRetrospective StudiesReceiver operating characteristicProportional hazards modelbusiness.industrySoft tissue sarcomaHazard ratioDigital pathologySarcomaHematologymedicine.diseasePrognosisConfidence interval030104 developmental biologyOncology030220 oncology & carcinogenesisCohortRadiologybusinessAnnals of oncology : official journal of the European Society for Medical Oncology
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CCDC 171405: Experimental Crystal Structure Determination

2002

Related Article: F.Thomas, S.Schulz, M.Nieger, K.Nattinen|2002|Chem.-Eur.J.|8|1915|doi:10.1002/1521-3765(20020415)8:8<1915::AID-CHEM1915>3.0.CO;2-Z

Dimethyl-(bis(trimethylsilyl)arsine)-(4-(dimethylamino)pyridyl)-galliumSpace GroupCrystallographyCrystal SystemCrystal StructureCell ParametersExperimental 3D Coordinates
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CCDC 213920: Experimental Crystal Structure Determination

2004

Related Article: F.Thomas, S.Schulz, H.Mansikkamaki, M.Nieger|2003|Angew.Chem.,Int.Ed.|42|5641|doi:10.1002/anie.200352332

Space GroupCrystallographyCrystal SystemCrystal StructureCell Parameters224466-Hexamethyl-113355-hexakis(trimethylsilyl)-135-tribisma-246-tri-indinaneExperimental 3D Coordinates
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CCDC 213921: Experimental Crystal Structure Determination

2004

Related Article: F.Thomas, S.Schulz, H.Mansikkamaki, M.Nieger|2003|Angew.Chem.,Int.Ed.|42|5641|doi:10.1002/anie.200352332

Space GroupCrystallographyCrystal SystemCrystal Structurebis(mu~2~-bis(Trimethylsilyl)phosphido)-tetramethyl-di-thalliumCell ParametersExperimental 3D Coordinates
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CCDC 171411: Experimental Crystal Structure Determination

2002

Related Article: F.Thomas, S.Schulz, M.Nieger, K.Nattinen|2002|Chem.-Eur.J.|8|1915|doi:10.1002/1521-3765(20020415)8:8<1915::AID-CHEM1915>3.0.CO;2-Z

Space GroupCrystallographyCrystal SystemCrystal StructureCell ParametersExperimental 3D Coordinates(mu~2~-bis(Trimethylsilyl)stibine)-tricarbonyl-dimethyl-(4-(dimethylamino)pyridyl)-gallium-nickel(0)
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CCDC 213922: Experimental Crystal Structure Determination

2004

Related Article: F.Thomas, S.Schulz, H.Mansikkamaki, M.Nieger|2003|Angew.Chem.,Int.Ed.|42|5641|doi:10.1002/anie.200352332

Space GroupCrystallographyCrystal SystemCrystal StructureCell Parametersbis(mu~2~-bis(Trimethylsilyl)arsenido)-tetramethyl-di-thalliumExperimental 3D Coordinates
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CCDC 171410: Experimental Crystal Structure Determination

2002

Related Article: F.Thomas, S.Schulz, M.Nieger, K.Nattinen|2002|Chem.-Eur.J.|8|1915|doi:10.1002/1521-3765(20020415)8:8<1915::AID-CHEM1915>3.0.CO;2-Z

Space GroupCrystallography(mu~2~-bis(Trimethylsilyl)arsine)-tricarbonyl-dimethyl-(4-(dimethylamino)pyridyl)-gallium-nickel(0)Crystal SystemCrystal StructureCell ParametersExperimental 3D Coordinates
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CCDC 171406: Experimental Crystal Structure Determination

2002

Related Article: F.Thomas, S.Schulz, M.Nieger, K.Nattinen|2002|Chem.-Eur.J.|8|1915|doi:10.1002/1521-3765(20020415)8:8<1915::AID-CHEM1915>3.0.CO;2-Z

Space GroupCrystallography(mu~2~-bis(Trimethylsilyl)phosphine)-pentacarbonyl-dimethyl-(4-(dimethylamino)pyridyl)-aluminium-chromium(0)Crystal SystemCrystal StructureCell ParametersExperimental 3D Coordinates
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CCDC 171404: Experimental Crystal Structure Determination

2002

Related Article: F.Thomas, S.Schulz, M.Nieger, K.Nattinen|2002|Chem.-Eur.J.|8|1915|doi:10.1002/1521-3765(20020415)8:8<1915::AID-CHEM1915>3.0.CO;2-Z

Space GroupCrystallographyCrystal SystemDimethyl-(bis(trimethylsilyl)phosphine)-(4-(dimethylamino)pyridyl)-galliumCrystal StructureCell ParametersExperimental 3D Coordinates
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CCDC 171409: Experimental Crystal Structure Determination

2002

Related Article: F.Thomas, S.Schulz, M.Nieger, K.Nattinen|2002|Chem.-Eur.J.|8|1915|doi:10.1002/1521-3765(20020415)8:83.0.CO;2-Z

Space GroupCrystallographyCrystal SystemCrystal StructureCell Parameters(mu2-bis(Trimethylsilyl)phosphine)-tricarbonyl-dimethyl-(4-(dimethylamino)pyridyl)-aluminium-nickel(0)Experimental 3D Coordinates
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CCDC 171408: Experimental Crystal Structure Determination

2002

Related Article: F.Thomas, S.Schulz, M.Nieger, K.Nattinen|2002|Chem.-Eur.J.|8|1915|doi:10.1002/1521-3765(20020415)8:8<1915::AID-CHEM1915>3.0.CO;2-Z

Space GroupCrystallographyCrystal System(mu~2~-bis(Trimethylsilyl)phosphine)-tetracarbonyl-dimethyl-(4-(dimethylamino)pyridyl)-aluminium-iron(0)Crystal StructureCell ParametersExperimental 3D Coordinates
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CCDC 171407: Experimental Crystal Structure Determination

2002

Related Article: F.Thomas, S.Schulz, M.Nieger, K.Nattinen|2002|Chem.-Eur.J.|8|1915|doi:10.1002/1521-3765(20020415)8:8<1915::AID-CHEM1915>3.0.CO;2-Z

Space GroupCrystallography(mu~2~-bis(Trimethylsilyl)arsine)-pentacarbonyl-dimethyl-(4-(dimethylamino)pyridyl)-aluminium-chromium(0)Crystal SystemCrystal StructureCell ParametersExperimental 3D Coordinates
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