Overview of tau PET molecular imaging
Cassinelli Petersen, Gabriel, Roytman, Michelle, Chiang, Gloria C, Li, Yi, Gordon, Marc L, Franceschi, Ana M
Published in Current opinion in neurology (01.04.2022)
Published in Current opinion in neurology (01.04.2022)
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Journal Article
PACS-Integrated Tools for Peritumoral Edema Volumetrics Provide Additional Information to RANO-BM-Based Assessment of Lung Cancer Brain Metastases after Stereotactic Radiotherapy: A Pilot Study
Kaur, Manpreet, Cassinelli Petersen, Gabriel, Jekel, Leon, von Reppert, Marc, Varghese, Sunitha, Dixe de Oliveira Santo, Irene, Avesta, Arman, Aneja, Sanjay, Omuro, Antonio, Chiang, Veronica, Aboian, Mariam
Published in Cancers (30.09.2023)
Published in Cancers (30.09.2023)
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Journal Article
Trends in Development of Novel Machine Learning Methods for the Identification of Gliomas in Datasets That Include Non-Glioma Images: A Systematic Review
Subramanian, Harry, Dey, Rahul, Brim, Waverly Rose, Tillmanns, Niklas, Cassinelli Petersen, Gabriel, Brackett, Alexandria, Mahajan, Amit, Johnson, Michele, Malhotra, Ajay, Aboian, Mariam
Published in Frontiers in oncology (23.12.2021)
Published in Frontiers in oncology (23.12.2021)
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Journal Article
Machine Learning Applications for Differentiation of Glioma from Brain Metastasis-A Systematic Review
Jekel, Leon, Brim, Waverly R, von Reppert, Marc, Staib, Lawrence, Cassinelli Petersen, Gabriel, Merkaj, Sara, Subramanian, Harry, Zeevi, Tal, Payabvash, Seyedmehdi, Bousabarah, Khaled, Lin, MingDe, Cui, Jin, Brackett, Alexandria, Mahajan, Amit, Omuro, Antonio, Johnson, Michele H, Chiang, Veronica L, Malhotra, Ajay, Scheffler, Björn, Aboian, Mariam S
Published in Cancers (08.03.2022)
Published in Cancers (08.03.2022)
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Journal Article
Machine Learning Tools for Image-Based Glioma Grading and the Quality of Their Reporting: Challenges and Opportunities
Merkaj, Sara, Bahar, Ryan C, Zeevi, Tal, Lin, MingDe, Ikuta, Ichiro, Bousabarah, Khaled, Cassinelli Petersen, Gabriel I, Staib, Lawrence, Payabvash, Seyedmehdi, Mongan, John T, Cha, Soonmee, Aboian, Mariam S
Published in Cancers (25.05.2022)
Published in Cancers (25.05.2022)
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Journal Article
Machine Learning Models for Classifying High- and Low-Grade Gliomas: A Systematic Review and Quality of Reporting Analysis
Bahar, Ryan C, Merkaj, Sara, Cassinelli Petersen, Gabriel I, Tillmanns, Niklas, Subramanian, Harry, Brim, Waverly Rose, Zeevi, Tal, Staib, Lawrence, Kazarian, Eve, Lin, MingDe, Bousabarah, Khaled, Huttner, Anita J, Pala, Andrej, Payabvash, Seyedmehdi, Ivanidze, Jana, Cui, Jin, Malhotra, Ajay, Aboian, Mariam S
Published in Frontiers in oncology (22.04.2022)
Published in Frontiers in oncology (22.04.2022)
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Journal Article
Extracellular matrix remodeling through endocytosis and resurfacing of Tenascin-R
Dankovich, Tal M., Kaushik, Rahul, Olsthoorn, Linda H. M., Petersen, Gabriel Cassinelli, Giro, Philipp Emanuel, Kluever, Verena, Agüi-Gonzalez, Paola, Grewe, Katharina, Bao, Guobin, Beuermann, Sabine, Hadi, Hannah Abdul, Doeren, Jose, Klöppner, Simon, Cooper, Benjamin H., Dityatev, Alexander, Rizzoli, Silvio O.
Published in Nature communications (08.12.2021)
Published in Nature communications (08.12.2021)
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Journal Article
Systematic Literature Review of Machine Learning Algorithms Using Pretherapy Radiologic Imaging for Glioma Molecular Subtype Prediction
Lost, Jan, Verma, Tej, Jekel, Leon, von Reppert, Marc, Tillmanns, Niklas, Merkaj, Sara, Petersen, Gabriel Cassinelli, Bahar, Ryan, Gordem, Ayyüce, Haider, Muhammad A, Subramanian, Harry, Brim, Waverly, Ikuta, Ichiro, Omuro, Antonio, Conte, Gian Marco, Marquez-Nostra, Bernadette V, Avesta, Arman, Bousabarah, Khaled, Nabavizadeh, Ali, Kazerooni, Anahita Fathi, Aneja, Sanjay, Bakas, Spyridon, Lin, MingDe, Sabel, Michael, Aboian, Mariam
Published in American journal of neuroradiology : AJNR (01.10.2023)
Published in American journal of neuroradiology : AJNR (01.10.2023)
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Clinical implementation of artificial intelligence in neuroradiology with development of a novel workflow-efficient picture archiving and communication system-based automated brain tumor segmentation and radiomic feature extraction
Aboian, Mariam, Bousabarah, Khaled, Kazarian, Eve, Zeevi, Tal, Holler, Wolfgang, Merkaj, Sara, Cassinelli Petersen, Gabriel, Bahar, Ryan, Subramanian, Harry, Sunku, Pranay, Schrickel, Elizabeth, Bhawnani, Jitendra, Zawalich, Mathew, Mahajan, Amit, Malhotra, Ajay, Payabvash, Sam, Tocino, Irena, Lin, MingDe, Westerhoff, Malte
Published in Frontiers in neuroscience (13.10.2022)
Published in Frontiers in neuroscience (13.10.2022)
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Journal Article
A large open access dataset of brain metastasis 3D segmentations on MRI with clinical and imaging information
Ramakrishnan, Divya, Jekel, Leon, Chadha, Saahil, Janas, Anastasia, Moy, Harrison, Maleki, Nazanin, Sala, Matthew, Kaur, Manpreet, Petersen, Gabriel Cassinelli, Merkaj, Sara, von Reppert, Marc, Baid, Ujjwal, Bakas, Spyridon, Kirsch, Claudia, Davis, Melissa, Bousabarah, Khaled, Holler, Wolfgang, Lin, MingDe, Westerhoff, Malte, Aneja, Sanjay, Memon, Fatima, Aboian, Mariam S.
Published in Scientific data (29.02.2024)
Published in Scientific data (29.02.2024)
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Journal Article
Real-time PACS-integrated longitudinal brain metastasis tracking tool provides comprehensive assessment of treatment response to radiosurgery
Cassinelli Petersen, Gabriel, Bousabarah, Khaled, Verma, Tej, von Reppert, Marc, Jekel, Leon, Gordem, Ayyuce, Jang, Benjamin, Merkaj, Sara, Abi Fadel, Sandra, Owens, Randy, Omuro, Antonio, Chiang, Veronica, Ikuta, Ichiro, Lin, MingDe, Aboian, Mariam S
Published in Neuro-oncology advances (01.01.2022)
Published in Neuro-oncology advances (01.01.2022)
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Journal Article
NIMG-67. A SYSTEMATIC REVIEW ON THE DEVELOPMENT OF MACHINE LEARNING MODELS FOR DIFFERENTIATING PCNSL FROM GLIOMAS
Petersen, Gabriel Cassinelli, Shatalov, Julia, Brim, W R, Subramanian, Harry, cui, Jin, Johnson, Michele, Malhotra, Ajay, Aboian, Mariam, Brackett, Alexandria
Published in Neuro-oncology (Charlottesville, Va.) (12.11.2021)
Published in Neuro-oncology (Charlottesville, Va.) (12.11.2021)
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Journal Article
NIMG-04. LONGITUDINAL TRACKING OF PERITUMORAL EDEMA VOLUME USING PACS-INTEGRATED TOOLS PROVIDES CRITICAL INFORMATION IN TREATMENT ASSESSMENT OF NSCLC BRAIN METASTASES AFTER RADIOSURGERY
Kaur, Manpreet, Petersen, Gabriel Cassinelli, von Reppert, Marc, Jekel, Leon, de Santo, Irene Dixe oliveira, Varghese, Sunitha, Chiang, Veronica, Aboian, Mariam
Published in Neuro-oncology (Charlottesville, Va.) (14.11.2022)
Published in Neuro-oncology (Charlottesville, Va.) (14.11.2022)
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Journal Article
Enhancing Clinical Decision-Making: An Externally Validated Machine Learning Model for Predicting IDH Mutation in Gliomas using Radiomics from Pre-Surgical MRI
Lost, Jan, Ashraf, Nader, Jekel, Leon, von Reppert, Marc, Tillmanns, Niklas, Willms, Klara, Merkaj, Sara, Petersen, Gabriel Cassinelli, Avesta, Arman, Ramakrishnan, Divya, Omuro, Antonio, Nabavizadeh, Ali, Bakas, Spyridon, Bousabarah, Khaled, De Lin, Ming, Aneja, Sanjay, Sabel, Michael, Aboian, Mariam
Published in Neuro-oncology advances (03.10.2024)
Published in Neuro-oncology advances (03.10.2024)
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Journal Article
OTHR-15. Assessment of TRIPOD adherence in articles developing machine learning models for differentiation of glioma from brain metastasis
Jekel, Leon, Brim, Waverly Rose, Petersen, Gabriel Cassinelli, Subramanian, Harry, Zeevi, Tal, Payabvash, Seyedmehdi, Bousabarah, Khaled, Lin, MingDe, Cui, Jin, Brackett, Alexandria, Johnson, Michele, Malhotra, Ajay, Aboian, Mariam
Published in Neuro-oncology advances (09.08.2021)
Published in Neuro-oncology advances (09.08.2021)
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Journal Article
OTHR-12. The development of machine learning algorithms for the differentiation of glioma and brain metastases – a systematic review
Brim, Waverly Rose, Jekel, Leon, Petersen, Gabriel Cassinelli, Subramanian, Harry, Zeevi, Tal, Payabvash, Sam, Bousabarah, Khaled, Lin, MingDe, Cui, Jin, Brackett, Alexandria, Mahajan, Ajay, Johnson, Michele, Mahajan, Amit, Aboian, Mariam
Published in Neuro-oncology advances (09.08.2021)
Published in Neuro-oncology advances (09.08.2021)
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Journal Article
A Large Open Access Dataset of Brain Metastasis 3D Segmentations with Clinical and Imaging Feature Information
Ramakrishnan, Divya, Jekel, Leon, Chadha, Saahil, Janas, Anastasia, Moy, Harrison, Maleki, Nazanin, Sala, Matthew, Kaur, Manpreet, Petersen, Gabriel Cassinelli, Merkaj, Sara, von Reppert, Marc, Baid, Ujjwal, Bakas, Spyridon, Kirsch, Claudia, Davis, Melissa, Bousabarah, Khaled, Holler, Wolfgang, Lin, MingDe, Westerhoff, Malte, Aneja, Sanjay, Memon, Fatima, Aboian, Mariam S
Published in ArXiv.org (12.09.2023)
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Published in ArXiv.org (12.09.2023)
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