Joeky Senders

Chapter 1 General introduction and thesis outline	9
Chapter 2 Thirty-day outcomes after craniotomy for primary malignant brain tumors: A National Surgical Quality Improvement Program analysis	23
Chapter 3 Venous thromboembolism and intracranial hemorrhage after craniotomy for primary malignant brain tumors: A National Surgical Quality Improvement Program analysis	47
Chapter 4 Length of thromboprophylaxis in patients operated for a high-grade glioma: a retrospective study	69
Chapter 5 An online calculator for the prediction of survival in glioblastoma patients using classical statistics and machine learning	87
Chapter 6 Automating clinical chart review — an open-source natural language processing pipeline developed on freetext radiology reports of glioblastoma patients	109
Chapter 7 Natural language processing for automated quantification of brain metastases reported in free-text radiology reports	127
Chapter 8 Deep learning for natural language processing of free-text pathology reports — a comparison of learning curves	143
Chapter 9 Summary	161
Chapter 10 General Discussion	167
Nederlandse samenvatting	183
Open-source code and software	187
Authors and affiliations	189
Acknowledgements	191
Portfolio	193
About the author	201

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