Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI

Authors: Maleki, Nazanin, Amiruddin, Raisa, Moawad, Ahmed W., Yordanov, Nikolay, Gkampenis, Athanasios, Fehringer, Pascal, Umeh, Fabian, Chukwurah, Crystal, Memon, Fatima, Petrovic, Bojan, Cramer, Justin, Krycia, Mark, Shrickel, Elizabeth B., Ikuta, Ichiro, Thompson, Gerard, Vidal, Lorenna, Kosovic, Vilma, Goldman-Yassen, Adam E., Hill, Virginia, So, Tiffany, Mhana, Sedra, Alotaibi, Albara, Page, Nathan, Bhatia, Prisha, Sharifi, Yasaman, Jakovljevic, Marko, Abosabie, Salma, Abosabie, Sara, Ghonim, Mohanad, Ghonim, Mohamed, Manteghinejad, Amirreza, Janas, Anastasia, Krantchev, Kiril, Adewole, Maruf, Albrecht, Jake, Anazodo, Udunna, Aneja, Sanjay, Anwar, Syed Muhammad, Bergquist, Timothy, Chiang, Veronica, Chung, Verena, Conte, Gian Marco, Dako, Farouk, Eddy, James, Ezhov, Ivan, Khalili, Nastaran, Farahani, Keyvan, Iglesias, Juan Eugenio, Jiang, Zhifan, Johanson, Elaine, Kazerooni, Anahita Fathi, Kofler, Florian, LaBella, Dominic, Van Leemput, Koen, Li, Hongwei Bran, Linguraru, Marius George, Liu, Xinyang, Meier, Zeke, Menze, Bjoern H, Moy, Harrison, Osenberg, Klara, Piraud, Marie, Reitman, Zachary, Shinohara, Russell Takeshi, Wang, Chunhao, Wiestler, Benedikt, Wiggins, Walter, Shafique, Umber, Willms, Klara, Avesta, Arman, Bousabarah, Khaled, Chakrabarty, Satrajit, Gennaro, Nicolo, Holler, Wolfgang, Kaur, Manpreet, LaMontagne, Pamela, Lin, MingDe, Lost, Jan, Marcus, Daniel S., Maresca, Ryan, Merkaj, Sarah, Pedersen, Gabriel Cassinelli, von Reppert, Marc, Sotiras, Aristeidis, Teytelboym, Oleg, Tillmans, Niklas, Westerhoff, Malte, Youssef, Ayda, Godfrey, Devon, Floyd, Scott, Rauschecker, Andreas, Villanueva-Meyer, Javier, Pflüger, Irada, Cho, Jaeyoung, Bendszus, Martin, Brugnara, Gianluca, Perez-Carillo, Gloria J. Guzman, Johnson, Derek R., Kam, Anthony, Kwan, Benjamin Yin Ming, Lai, Lillian, Lall, Neil U., Patro, Satya Narayana, Wu, Lei, Bansal, Anu, Barkhof, Frederik, Besada, Cristina, Chu, Sammy, Druzgal, Jason, Dusoi, Alexandru, Farage, Luciano, Feltrin, Fabricio, Fong, Amy, Fung, Steve H., Gray, R. Ian, Iv, Michael, Postma, Alida A., Mahajan, Amit, Joyner, David, Krumpelman, Chase, Letourneau-Guillon, Laurent, Lincoln, Christie M., Maros, Mate E., Miller, Elka, Morón, Fanny, Nimchinsky, Esther A., Ozsarlak, Ozkan, Patel, Uresh, Rohatgi, Saurabh, Saha, Atin, Sayah, Anousheh, Schwartz, Eric D., Shih, Robert, Shiroishi, Mark S., Small, Juan E., Tanwar, Manoj, Valerie, Jewels, Weinberg, Brent D., White, Matthew L., Young, Robert, Zohrabian, Vahe M., Azizova, Aynur, Brüßeler, Melanie Maria Theresa, Okar, Abdullah, Pasquini, Luca, Singh, Gagandeep, Sollmann, Nico, Soumala, Theodora, Taherzadeh, Mahsa, Vollmuth, Philipp, Foltyn-Dumitru, Martha, Malhotra, Ajay, Dellepiane, Francesco, Pérez-García, Víctor M., Elhalawani, Hesham, de Verdier, Maria Correia, Rubaiey, Sanaria Al, Armindo, Rui Duarte, Ashraf, Kholod, Asla, Moamen M., Badawy, Mohamed, Bisschop, Jeroen, Lomer, Nima Broomand, Bukatz, Jan, Chen, Jim, Cimflova, Petra, Corr, Felix, Crawley, Alexis, Deptula, Lisa, Elakhdar, Tasneem, Shawali, Islam H., Faghani, Shahriar, Frick, Alexandra, Gulati, Vaibhav, Haider, Muhammad Ammar, Hierro, Fátima, Dahl, Rasmus Holmboe, Jacobs, Sarah Maria, Hsieh, Kuang-chun Jim, Kandemirli, Sedat G., Kersting, Katharina, Kida, Laura, Kollia, Sofia, Koukoulithras, Ioannis, Li, Xiao, Abouelatta, Ahmed, Mansour, Aya, Maria-Zamfirescu, Ruxandra-Catrinel, Marsiglia, Marcela, Mateo-Camacho, Yohana Sarahi, McArthur, Mark, McDonnel, Olivia, McHugh, Maire, Moassefi, Mana, Morsi, Samah Mostafa, Munteanu, Alexander, Nandolia, Khanak K., Naqvi, Syed Raza, Nikanpour, Yalda, Alnoury, Mostafa, Nouh, Abdullah Mohamed Aly, Pappafava, Francesca, Patel, Markand D., Petrucci, Samantha, Rawie, Eric, Raymond, Scott, Roohani, Borna, Sabouhi, Sadeq, Garcia, Laura M. Sanchez, Shaked, Zoe, Suthar, Pokhraj P., Altes, Talissa, Isufi, Edvin, Dhemesh, Yaseen, Gass, Jaime, Thacker, Jonathan, Tarabishy, Abdul Rahman, Turner, Benjamin, Vacca, Sebastiano, Vilanilam, George K., Warren, Daniel, Weiss, David, Worede, Fikadu, Yousry, Sara, Lerebo, Wondwossen, Aristizabal, Alejandro, Karargyris, Alexandros, Kassem, Hasan, Pati, Sarthak, Sheller, Micah, Link, Katherine E., Calabrese, Evan, Tahon, Nourel Hoda, Nada, Ayman, Rudie, Jeffrey D., Reid, Janet, Darge, Kassa, Abayazeed, Aly H., Lohmann, Philipp, Velichko, Yuri S., Bakas, Spyridon, Aboian, Mariam

Subject Terms: Quantitative Biology - Other Quantitative Biology, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2504.12527

Application of Novel PACS-based Informatics Platform to Identify Imaging Based Predictors of CDKN2A Allelic Status in Glioblastomas

Authors: Tillmanns, Niklas, Lost, Jan, Tabor, Joanna, Vasandani, Sagar, Vetsa, Shaurey, Marianayagam, Neelan, Yalcin, Kanat, Erson-Omay, E. Zeynep, von Reppert, Marc, Jekel, Leon, Merkaj, Sara, Ramakrishnan, Divya, Avesta, Arman, Santo, Irene Dixe de Oliveira, Jin, Lan, Huttner, Anita, Bousabarah, Khaled, Ikuta, Ichiro, Lin, MingDe, Aneja, Sanjay, Turowski, Bernd, Aboian, Mariam, Moliterno, Jennifer

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2309.09816

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

Authors: 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.

Subject Terms: Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2309.05053

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

Authors: Moawad, Ahmed W., Janas, Anastasia, Baid, Ujjwal, Ramakrishnan, Divya, Saluja, Rachit, Ashraf, Nader, Maleki, Nazanin, Jekel, Leon, Yordanov, Nikolay, Fehringer, Pascal, Gkampenis, Athanasios, Amiruddin, Raisa, Manteghinejad, Amirreza, Adewole, Maruf, Albrecht, Jake, Anazodo, Udunna, Aneja, Sanjay, Anwar, Syed Muhammad, Bergquist, Timothy, Chiang, Veronica, Chung, Verena, Conte, Gian Marco, Dako, Farouk, Eddy, James, Ezhov, Ivan, Khalili, Nastaran, Farahani, Keyvan, Iglesias, Juan Eugenio, Jiang, Zhifan, Johanson, Elaine, Kazerooni, Anahita Fathi, Kofler, Florian, Krantchev, Kiril, LaBella, Dominic, Van Leemput, Koen, Li, Hongwei Bran, Linguraru, Marius George, Liu, Xinyang, Meier, Zeke, Menze, Bjoern H, Moy, Harrison, Osenberg, Klara, Piraud, Marie, Reitman, Zachary, Shinohara, Russell Takeshi, Wang, Chunhao, Wiestler, Benedikt, Wiggins, Walter, Shafique, Umber, Willms, Klara, Avesta, Arman, Bousabarah, Khaled, Chakrabarty, Satrajit, Gennaro, Nicolo, Holler, Wolfgang, Kaur, Manpreet, LaMontagne, Pamela, Lin, MingDe, Lost, Jan, Marcus, Daniel S., Maresca, Ryan, Merkaj, Sarah, Pedersen, Gabriel Cassinelli, von Reppert, Marc, Sotiras, Aristeidis, Teytelboym, Oleg, Tillmans, Niklas, Westerhoff, Malte, Youssef, Ayda, Godfrey, Devon, Floyd, Scott, Rauschecker, Andreas, Villanueva-Meyer, Javier, Pfluger, Irada, Cho, Jaeyoung, Bendszus, Martin, Brugnara, Gianluca, Cramer, Justin, Perez-Carillo, Gloria J. Guzman, Johnson, Derek R., Kam, Anthony, Kwan, Benjamin Yin Ming, Lai, Lillian, Lall, Neil U., Memon, Fatima, Krycia, Mark, Patro, Satya Narayana, Petrovic, Bojan, So, Tiffany Y., Thompson, Gerard, Wu, Lei, Schrickel, E. Brooke, Bansal, Anu, Barkhof, Frederik, Besada, Cristina, Chu, Sammy, Druzgal, Jason, Dusoi, Alexandru, Farage, Luciano, Feltrin, Fabricio, Fong, Amy, Fung, Steve H., Gray, R. Ian, Ikuta, Ichiro, Iv, Michael, Postma, Alida A., Mahajan, Amit, Joyner, David, Krumpelman, Chase, Letourneau-Guillon, Laurent, Lincoln, Christie M., Maros, Mate E., Miller, Elka, Moron, Fanny, Nimchinsky, Esther A., Ozsarlak, Ozkan, Patel, Uresh, Rohatgi, Saurabh, Saha, Atin, Sayah, Anousheh, Schwartz, Eric D., Shih, Robert, Shiroishi, Mark S., Small, Juan E., Tanwar, Manoj, Valerie, Jewels, Weinberg, Brent D., White, Matthew L., Young, Robert, Zohrabian, Vahe M., Azizova, Aynur, Bruseler, Melanie Maria Theresa, Ghonim, Mohanad, Ghonim, Mohamed, Okar, Abdullah, Pasquini, Luca, Sharifi, Yasaman, Singh, Gagandeep, Sollmann, Nico, Soumala, Theodora, Taherzadeh, Mahsa, Vollmuth, Philipp, Foltyn-Dumitru, Martha, Malhotra, Ajay, Abayazeed, Aly H., Dellepiane, Francesco, Lohmann, Philipp, Perez-Garcia, Victor M., Elhalawani, Hesham, de Verdier, Maria Correia, Al-Rubaiey, Sanaria, Armindo, Rui Duarte, Ashraf, Kholod, Asla, Moamen M., Badawy, Mohamed, Bisschop, Jeroen, Lomer, Nima Broomand, Bukatz, Jan, Chen, Jim, Cimflova, Petra, Corr, Felix, Crawley, Alexis, Deptula, Lisa, Elakhdar, Tasneem, Shawali, Islam H., Faghani, Shahriar, Frick, Alexandra, Gulati, Vaibhav, Haider, Muhammad Ammar, Hierro, Fatima, Dahl, Rasmus Holmboe, Jacobs, Sarah Maria, Hsieh, Kuang-chun Jim, Kandemirli, Sedat G., Kersting, Katharina, Kida, Laura, Kollia, Sofia, Koukoulithras, Ioannis, Li, Xiao, Abouelatta, Ahmed, Mansour, Aya, Maria-Zamfirescu, Ruxandra-Catrinel, Marsiglia, Marcela, Mateo-Camacho, Yohana Sarahi, McArthur, Mark, McDonnell, Olivia, McHugh, Maire, Moassefi, Mana, Morsi, Samah Mostafa, Munteanu, Alexander, Nandolia, Khanak K., Naqvi, Syed Raza, Nikanpour, Yalda, Alnoury, Mostafa, Nouh, Abdullah Mohamed Aly, Pappafava, Francesca, Patel, Markand D., Petrucci, Samantha, Rawie, Eric, Raymond, Scott, Roohani, Borna, Sabouhi, Sadeq, Sanchez-Garcia, Laura M., Shaked, Zoe, Suthar, Pokhraj P., Altes, Talissa, Isufi, Edvin, Dhemesh, Yaseen, Gass, Jaime, Thacker, Jonathan, Tarabishy, Abdul Rahman, Turner, Benjamin, Vacca, Sebastiano, Vilanilam, George K., Warren, Daniel, Weiss, David, Worede, Fikadu, Yousry, Sara, Lerebo, Wondwossen, Aristizabal, Alejandro, Karargyris, Alexandros, Kassem, Hasan, Pati, Sarthak, Sheller, Micah, Link, Katherine E., Calabrese, Evan, Tahon, Nourel hoda, Nada, Ayman, Velichko, Yuri S., Bakas, Spyridon, Rudie, Jeffrey D., Aboian, Mariam

Subject Terms: Quantitative Biology - Other Quantitative Biology, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2306.00838

Isolated subsegmental pulmonary embolism identification based on international classification of diseases (ICD)-10 codes and imaging reports

Authors: Rashedi, Sina ^a, Bejjani, Antoine ^{a, b}, Hunsaker, Andetta R. ^c, Aghayev, Ayaz ^c, Khairani, Candrika D. ^a, McGonagle, Bridget ^a, Lo, Ying-Chih ^d, Mahajan, Shiwani ^{e, f}, Caraballo, César ^{e, g}, Jimenez, Jose Victor ^e, Krishnathasan, Darsiya ^a, Zarghami, Mehrdad ^h, Monreal, Manuel ⁱ, Barco, Stefano ^{j, k}, Secemsky, Eric A. ^{l, m, n}, Klok, Frederikus A. ^o, Muriel, Alfonso ^{p, q}, Hussain, Mohamad A. ^{r, s}, Appah-Sampong, Abena ^{r, s}, Rahaghi, Farbod N. ^t, Sadeghipour, Parham ^u, Lin, Zhenqiu ^e, Mojibian, Hamid ^v, Aneja, Sanjay ^{e, w}, Konstantinides, Stavros ^{k, x}, Goldhaber, Samuel Z. ^{a, y}, Wang, Liqin ^d, Zhou, Li ^d, Jimenez, David ^z, Krumholz, Harlan M. ^{e, g, aa}, Piazza, Gregory ^{a, y}, Bikdeli, Behnood ^{a, e, y, ⁎}

Source: In Thrombosis Research March 2025 247

CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation

Authors: Liu, Chen, Amodio, Matthew, Shen, Liangbo L., Gao, Feng, Avesta, Arman, Aneja, Sanjay, Wang, Jay C., Del Priore, Lucian V., Krishnaswamy, Smita

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2209.11359

Validating International Classification of Diseases Code 10th Revision algorithms for accurate identification of pulmonary embolism

Authors: Bikdeli, Behnood ^{1, 2, 3, ∗}, Khairani, Candrika D. ², Bejjani, Antoine ^{2, 4}, Lo, Ying-Chih ⁵, Mahajan, Shiwani ^{3, 6}, Caraballo, César ^{3, 7}, Jimenez, Jose Victor ³, Krishnathasan, Darsiya ², Zarghami, Mehrdad ⁸, Rashedi, Sina ², Jimenez, David ⁹, Barco, Stefano ^{10, 11}, Secemsky, Eric A. ^{12, 13, 14}, Klok, Frederikus A. ¹⁵, Hunsaker, Andetta R. ¹⁶, Aghayev, Ayaz ¹⁶, Muriel, Alfonso ^{17, 18}, Hussain, Mohamad A. ^{19, 20}, Appah-Sampong, Abena ^{19, 20}, Lu, Yuan ³, Lin, Zhenqiu ³, Mojibian, Hamid ²¹, Aneja, Sanjay ^{3, 22}, Khera, Rohan ^{3, 7}, Konstantinides, Stavros ^{11, 23}, Goldhaber, Samuel Z. ^{1, 2}, Wang, Liqin ⁵, Zhou, Li ⁵, Monreal, Manuel ²⁴, Piazza, Gregory ^{1, 2}, Krumholz, Harlan M. ^{3, 7, 25}

Source: In Journal of Thrombosis and Haemostasis February 2025 23(2):556-564

NCI Workshop on Artificial Intelligence in Radiation Oncology: Training the Next Generation

Authors: Kang, John, Thompson, Reid F., Aneja, Sanjay, Lehman, Constance, Trister, Andrew, Zou, James, Obcemea, Ceferino, Naqa, Issam El

Subject Terms: Physics - Medical Physics, Physics - Physics Education

Access URL: http://arxiv.org/abs/1910.13334

Unlocking the Power of ChatGPT, Artificial Intelligence, and Large Language Models: Practical Suggestions for Radiation Oncologists

Authors: Waters, Michael R., Aneja, Sanjay, Hong, Julian C.

Source: In Practical Radiation Oncology November-December 2023 13(6):e484-e490

Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial

Authors: Kann, Benjamin H ^*, Likitlersuang, Jirapat, Bontempi, Dennis, Ye, Zezhong, Aneja, Sanjay, Bakst, Richard, Kelly, Hillary R, Juliano, Amy F, Payabvash, Sam, Guenette, Jeffrey P, Uppaluri, Ravindra, Margalit, Danielle N, Schoenfeld, Jonathan D, Tishler, Roy B, Haddad, Robert, Aerts, Hugo J W L, Garcia, Joaquin J, Flamand, Yael, Subramaniam, Rathan M, Burtness, Barbara A, Ferris, Robert L

Source: In The Lancet Digital Health June 2023 5(6):e360-e369

Bladder Cancer Radiation Oncology of the Future: Prognostic Modelling, Radiomics, and Treatment Planning With Artificial Intelligence

Authors: Moore, Nicholas S., McWilliam, Alan, Aneja, Sanjay

Source: In Seminars in Radiation Oncology January 2023 33(1):70-75

Hypofractionated radiotherapy (RT) combined with dihydroartemisinin (DHA): No synergistic effect observed in a preliminary animal study.

Authors: Wang, Yuenan, Yang, Xiaodong, Xiao, Haitao, Guan, Fada, Aneja, Sanjay

Source: Precision Radiation Oncology; Mar2025, Vol. 9 Issue 1, p54-60, 7p

Subject Terms: RADIOTHERAPY, COLORECTAL cancer, XENOGRAFTS, CANCER patients, DESCRIPTIVE statistics, IN vivo studies, CELL lines, MICE, INJECTIONS, EUTHANASIA, CELL culture, IMMUNOHISTOCHEMISTRY, COMBINED modality therapy, ANIMAL experimentation, DNA repair, ANTIMALARIALS, LACTONES, RADIATION doses, BIOLOGICAL assay, STAINS & staining (Microscopy), HISTOLOGY

Premetastatic shifts of endogenous and exogenous mutational processes support consolidative therapy in EGFR-driven lung adenocarcinoma

Authors: Fisk, J. Nicholas, Mahal, Amandeep R., Dornburg, Alex, Gaffney, Stephen G., Aneja, Sanjay, Contessa, Joseph N., Rimm, David, Yu, James B., Townsend, Jeffrey P.

Source: In Cancer Letters 1 February 2022 526:346-351

Machine Learning Models for 3-Month Outcome Prediction Using Radiomics of Intracerebral Hemorrhage and Perihematomal Edema from Admission Head Computed Tomography (CT).

Authors: Dierksen, Fiona, Sommer, Jakob K., Tran, Anh T., Lin, Huang, Haider, Stefan P., Maier, Ilko L., Aneja, Sanjay, Sanelli, Pina C., Malhotra, Ajay, Qureshi, Adnan I., Claassen, Jan, Park, Soojin, Murthy, Santosh B., Falcone, Guido J., Sheth, Kevin N., Payabvash, Seyedmehdi

Source: Diagnostics (2075-4418); Dec2024, Vol. 14 Issue 24, p2827, 14p

Subject Terms: MACHINE learning, RECEIVER operating characteristic curves, RADIOMICS, CEREBRAL hemorrhage, HEMORRHAGIC stroke

A Hybrid Transformer-Convolutional Neural Network for Segmentation of Intracerebral Hemorrhage and Perihematomal Edema on Non-Contrast Head Computed Tomography (CT) with Uncertainty Quantification to Improve Confidence.

Authors: Tran, Anh T., Desser, Dmitriy, Zeevi, Tal, Abou Karam, Gaby, Dierksen, Fiona, Dell'Orco, Andrea, Kniep, Helge, Hanning, Uta, Fiehler, Jens, Zietz, Julia, Sanelli, Pina C., Malhotra, Ajay, Duncan, James S., Aneja, Sanjay, Falcone, Guido J., Qureshi, Adnan I., Sheth, Kevin N., Nawabi, Jawed, Payabvash, Seyedmehdi

Source: Bioengineering (Basel); Dec2024, Vol. 11 Issue 12, p1274, 20p

Subject Terms: CEREBRAL hemorrhage, HEMORRHAGIC stroke, ACADEMIC medical centers, DATA augmentation, UNIVERSITY hospitals

Artificial intelligence in radiation oncology: A specialty-wide disruptive transformation?

Authors: Thompson, Reid F., Valdes, Gilmer, Fuller, Clifton D., Carpenter, Colin M., Morin, Olivier, Aneja, Sanjay, Lindsay, William D., Aerts, Hugo J.W.L., Agrimson, Barbara, Deville, Curtiland, Jr., Rosenthal, Seth A., Yu, James B., Thomas, Charles R., Jr

Source: In Radiotherapy and Oncology December 2018 129(3):421-426

Annual Facility Treatment Volume and Patient Survival for Mycosis Fungoides and Sézary Syndrome

Authors: Kann, Benjamin H., Park, Henry S., Yeboa, Debra N., Aneja, Sanjay, Girardi, Michael, Foss, Francine M., Roberts, Kenneth B., Wilson, Lynn D.

Source: In Clinical Lymphoma Myeloma and Leukemia August 2017 17(8):520-526

Comparison of Volumetric and 2D Measurements and Longitudinal Trajectories in the Response Assessment of BRAF V600E-Mutant Pediatric Gliomas in the Pacific Pediatric Neuro-Oncology Consortium Clinical Trial.

Authors: Ramakrishnan, Divya, Brüningk, Sarah C., von Reppert, Marc, Memon, Fatima, Maleki, Nazanin, Aneja, Sanjay, Kazerooni, Anahita Fathi, Nabavizadeh, Ali, MingDe Lin, Bousabarah, Khaled, Molinaro, Annette, Nicolaides, Theodore, Prados, Michael, Mueller, Sabine, Aboian, Mariam S.

Source: American Journal of Neuroradiology; Apr2024, Vol. 45 Issue 4, p475-482, 8p

Comparative Effectiveness Research in Radiation Oncology: Stereotactic Radiosurgery, Hypofractionation, and Brachytherapy

Authors: Aneja, Sanjay, Yu, James B.

Source: In Seminars in Radiation Oncology January 2014 24(1):35-42

A large open access dataset of brain metastasis 3D segmentations on MRI with clinical and imaging information.

Authors: 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

Source: Scientific Data; 2/29/2024, Vol. 11 Issue 1, p1-6, 6p

Subject Terms: MAGNETIC resonance imaging, BRAIN metastasis, DIAGNOSTIC imaging, STEREOTACTIC radiosurgery, ARTIFICIAL intelligence, PICTURE archiving & communication systems