Radiomics in radiation oncology—basics, methods, and limitations

por Lohmann, Philipp, Bousabarah, Khaled, Hoevels, Mauritius, Treuer, Harald
Publicado 2020

Evaluation of FET PET Radiomics Feature Repeatability in Glioma Patients

por Gutsche, Robin, Scheins, Jürgen, Kocher, Martin, Bousabarah, Khaled, Fink, Gereon R., Shah, Nadim J., Langen, Karl-Josef, Galldiks, Norbert, Lohmann, Philipp
Publicado 2021

Deep convolutional neural networks for automated segmentation of brain metastases trained on clinical data

por Bousabarah, Khaled, Ruge, Maximilian, Brand, Julia-Sarita, Hoevels, Mauritius, Rueß, Daniel, Borggrefe, Jan, Große Hokamp, Nils, Visser-Vandewalle, Veerle, Maintz, David, Treuer, Harald, Kocher, Martin
Publicado 2020

Radiomics for prediction of radiation-induced lung injury and oncologic outcome after robotic stereotactic body radiotherapy of lung cancer: results from two independent institutio...

por Bousabarah, Khaled, Blanck, Oliver, Temming, Susanne, Wilhelm, Maria-Lisa, Hoevels, Mauritius, Baus, Wolfgang W., Ruess, Daniel, Visser-Vandewalle, Veerle, Ruge, Maximilian I., Treuer, Harald, Kocher, Martin
Publicado 2021

Machine Learning Tools for Image-Based Glioma Grading and the Quality of Their Reporting: Challenges and Opportunities

por 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.
Publicado 2022

OTHR-15. Assessment of TRIPOD adherence in articles developing machine learning models for differentiation of glioma from brain metastasis

por 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
Publicado 2021

OTHR-12. The development of machine learning algorithms for the differentiation of glioma and brain metastases – a systematic review

por 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
Publicado 2021

Real-time PACS-integrated longitudinal brain metastasis tracking tool provides comprehensive assessment of treatment response to radiosurgery

por 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
Publicado 2022

LGG-52. Volumetry-based response characterization of recurrent pediatric low-grade gliomas in PNOC clinical Neuro-oncology trials

por von Reppert, Marc, Lin, MingDe, Bousabarah, Khaled, Familiar, Ariana, Velasco, Ryan, Waanders, Angela, Vossough, Arastoo, Haddock, Amanda, Nicolaides, Theodore, Swanson, Kristin, Kazerooni, Anahita, Kline, Cassie, Nabavizadeh, Ali, Haas-Kogan, Daphne, Prados, Michael, Rubin, Joshua, Mueller, Sabine, Aboian, Mariam
Publicado 2022

Clinical implementation of artificial intelligence in neuroradiology with development of a novel workflow-efficient picture archiving and communication system-based automated brain...

por 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
Publicado 2022

Machine Learning Models for Classifying High- and Low-Grade Gliomas: A Systematic Review and Quality of Reporting Analysis

por 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.
Publicado 2022

A Large Open Access Dataset of Brain Metastasis 3D Segmentations with Clinical and Imaging Feature Information

por 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.
Publicado 2023

Machine Learning Applications for Differentiation of Glioma from Brain Metastasis—A Systematic Review

por 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.
Publicado 2022

Identifying clinically applicable machine learning algorithms for glioma segmentation: recent advances and discoveries

por Tillmanns, Niklas, Lum, Avery E, Cassinelli, Gabriel, Merkaj, Sara, Verma, Tej, Zeevi, Tal, Staib, Lawrence, Subramanian, Harry, Bahar, Ryan C, Brim, Waverly, Lost, Jan, Jekel, Leon, Brackett, Alexandria, Payabvash, Sam, Ikuta, Ichiro, Lin, MingDe, Bousabarah, Khaled, Johnson, Michele H, Cui, Jin, Malhotra, Ajay, Omuro, Antonio, Turowski, Bernd, Aboian, Mariam S
Publicado 2022

The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI

por Moawad, Ahmed W., Janas, Anastasia, Baid, Ujjwal, Ramakrishnan, Divya, Jekel, Leon, Krantchev, Kiril, Moy, Harrison, Saluja, Rachit, Osenberg, Klara, Wilms, Klara, Kaur, Manpreet, Avesta, Arman, Pedersen, Gabriel Cassinelli, Maleki, Nazanin, Salimi, Mahdi, Merkaj, Sarah, von Reppert, Marc, Tillmans, Niklas, Lost, Jan, Bousabarah, Khaled, Holler, Wolfgang, Lin, MingDe, Westerhoff, Malte, Maresca, Ryan, Link, Katherine E., Tahon, Nourel hoda, Marcus, Daniel, Sotiras, Aristeidis, LaMontagne, Pamela, Chakrabarty, Strajit, Teytelboym, Oleg, Youssef, Ayda, Nada, Ayaman, Velichko, Yuri S., Gennaro, Nicolo, Cramer, Justin, Johnson, Derek R., Kwan, Benjamin Y.M., Petrovic, Boyan, Patro, Satya N., Wu, Lei, So, Tiffany, Thompson, Gerry, Kam, Anthony, Perez-Carrillo, Gloria Guzman, Lall, Neil, Albrecht, Jake, Anazodo, Udunna, Lingaru, Marius George, Menze, Bjoern H, Wiestler, Benedikt, Adewole, Maruf, Anwar, Syed Muhammad, Labella, Dominic, Li, Hongwei Bran, Iglesias, Juan Eugenio, Farahani, Keyvan, Eddy, James, Bergquist, Timothy, Chung, Verena, Shinohara, Russel Takeshi, Dako, Farouk, Wiggins, Walter, Reitman, Zachary, Wang, Chunhao, Liu, Xinyang, Jiang, Zhifan, Van Leemput, Koen, Piraud, Marie, Ezhov, Ivan, Johanson, Elaine, Meier, Zeke, Familiar, Ariana, Kazerooni, Anahita Fathi, Kofler, Florian, Calabrese, Evan, Aneja, Sanjay, Chiang, Veronica, Ikuta, Ichiro, Shafique, Umber, Memon, Fatima, Conte, Gian Marco, Bakas, Spyridon, Rudie, Jeffrey, Aboian, Mariam
Publicado 2023