The Clinician's Guide to the Machine Learning Galaxy

por Shen, Lin, Kann, Benjamin H., Taylor, R. Andrew, Shung, Dennis L.
Publicado 2021

Using ChatGPT to evaluate cancer myths and misconceptions: artificial intelligence and cancer information

por Johnson, Skyler B, King, Andy J, Warner, Echo L, Aneja, Sanjay, Kann, Benjamin H, Bylund, Carma L
Publicado 2023

Changes in Length and Complexity of Clinical Practice Guidelines in Oncology, 1996-2019

por Kann, Benjamin H., Johnson, Skyler B., Aerts, Hugo J. W. L., Mak, Raymond H., Nguyen, Paul L.
Publicado 2020

Randomized Clinical Trials of Machine Learning Interventions in Health Care: A Systematic Review

por Plana, Deborah, Shung, Dennis L., Grimshaw, Alyssa A., Saraf, Anurag, Sung, Joseph J. Y., Kann, Benjamin H.
Publicado 2022

Use of Artificial Intelligence Chatbots for Cancer Treatment Information

por Chen, Shan, Kann, Benjamin H., Foote, Michael B., Aerts, Hugo J. W. L., Savova, Guergana K., Mak, Raymond H., Bitterman, Danielle S.
Publicado 2023

Differences in patterns of care and outcomes between grade II and grade III molecularly defined 1p19q co-deleted gliomas

por Yeboa, Debra Nana, Yu, James B., Liao, Eric, Huse, Jason, Penas-Prado, Marta, Kann, Benjamin H., Sulman, Erik, Grosshans, David, Contessa, Joseph
Publicado 2018

Segmentation stability of human head and neck cancer medical images for radiotherapy applications under de-identification conditions: Benchmarking data sharing and artificial intel...

por Sahlsten, Jaakko, Wahid, Kareem A., Glerean, Enrico, Jaskari, Joel, Naser, Mohamed A., He, Renjie, Kann, Benjamin H., Mäkitie, Antti, Fuller, Clifton D., Kaski, Kimmo
Publicado 2023

Application of simultaneous uncertainty quantification for image segmentation with probabilistic deep learning: Performance benchmarking of oropharyngeal cancer target delineation...

por Sahlsten, Jaakko, Jaskari, Joel, Wahid, Kareem A., Ahmed, Sara, Glerean, Enrico, He, Renjie, Kann, Benjamin H., Mäkitie, Antti, Fuller, Clifton D., Naser, Mohamed A., Kaski, Kimmo
Publicado 2023

Potential Added Value of PET/CT Radiomics for Survival Prognostication beyond AJCC 8th Edition Staging in Oropharyngeal Squamous Cell Carcinoma

por Haider, Stefan P., Zeevi, Tal, Baumeister, Philipp, Reichel, Christoph, Sharaf, Kariem, Forghani, Reza, Kann, Benjamin H., Judson, Benjamin L., Prasad, Manju L., Burtness, Barbara, Mahajan, Amit, Payabvash, Seyedmehdi
Publicado 2020

Evolving Horizons in Radiotherapy Auto-Contouring: Distilling Insights, Embracing Data-Centric Frameworks, and Moving Beyond Geometric Quantification

por Wahid, Kareem A., Cardenas, Carlos E., Marquez, Barbara, Netherton, Tucker J., Kann, Benjamin H., Court, Laurence E., He, Renjie, Naser, Mohamed A., Moreno, Amy C., Fuller, Clifton D., Fuentes, David
Publicado 2023

Prediction of post-radiotherapy locoregional progression in HPV-associated oropharyngeal squamous cell carcinoma using machine-learning analysis of baseline PET/CT radiomics

por Haider, Stefan P., Sharaf, Kariem, Zeevi, Tal, Baumeister, Philipp, Reichel, Christoph, Forghani, Reza, Kann, Benjamin H., Petukhova, Alexandra, Judson, Benjamin L., Prasad, Manju L., Liu, Chi, Burtness, Barbara, Mahajan, Amit, Payabvash, Seyedmehdi
Publicado 2020

Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks

por Kann, Benjamin H., Aneja, Sanjay, Loganadane, Gokoulakrichenane V., Kelly, Jacqueline R., Smith, Stephen M., Decker, Roy H., Yu, James B., Park, Henry S., Yarbrough, Wendell G., Malhotra, Ajay, Burtness, Barbara A., Husain, Zain A.
Publicado 2018

International medical tourism of US cancer patients for alternative cancer treatments: Financial, demographic, and clinical profiles of online crowdfunding campaigns

por Peterson, John, Wilson, Trevor F., Watt, Melissa H., Gruhl, Josh, Davis, Sydney, Olsen, Jaxon, Parsons, Matthew W., Kann, Benjamin H., Swire‐Thompson, Briony, Fagerlin, Angela, Warner, Echo L., King, Andy J., Chino, Fumiko, Johnson, Skyler B.
Publicado 2023

Deep-learning system to improve the quality and efficiency of volumetric heart segmentation for breast cancer

por Zeleznik, Roman, Weiss, Jakob, Taron, Jana, Guthier, Christian, Bitterman, Danielle S., Hancox, Cindy, Kann, Benjamin H., Kim, Daniel W., Punglia, Rinaa S., Bredfeldt, Jeremy, Foldyna, Borek, Eslami, Parastou, Lu, Michael T., Hoffmann, Udo, Mak, Raymond, Aerts, Hugo J. W. L.
Publicado 2021

Expert-level pediatric brain tumor segmentation in a limited data scenario with stepwise transfer learning

por Boyd, Aidan, Ye, Zezhong, Prabhu, Sanjay, Tjong, Michael C., Zha, Yining, Zapaishchykova, Anna, Vajapeyam, Sridhar, Hayat, Hasaan, Chopra, Rishi, Liu, Kevin X., Nabavidazeh, Ali, Resnick, Adam, Mueller, Sabine, Haas-Kogan, Daphne, Aerts, Hugo J.W.L., Poussaint, Tina, Kann, Benjamin H.
Publicado 2023

DDRE-32. THERAPEUTIC TARGETING OF A NOVEL METABOLIC ADDICTION IN DIFFUSE MIDLINE GLIOMA

por Pal, Sharmistha, Kaplan, Jakub P, Stopka, Sylwia A, Regan, Michael S, Hunsel, Bradley R, Kann, Benjamin H, Agar, Nathalie Y R, Stiles, Charles D, Cooney, Tabitha M, Mueller, Sabine, Chowdhury, Dipanjan, Kaelin, William G, McBrayer, Samuel K, Haas-Kogan, Daphne
Publicado 2021

LGG-05. IMAGING-BASED DEEP LEARNING FOR EVENT-FREE SURVIVAL PREDICTION IN PATIENTS WITH PEDIATRIC LOW-GRADE GLIOMA

por Zapaishchykova, Anna, Hayat, Hasaan, Ye, Zezhong, Vajapeyam, Sridhar, Chopra, Rishi Balraj, Boyd, Aidan, Liu, Kevin X, Aerts, Hugo J W L, Bandopadhayay, Pratiti, Haas-Kogan, Daphne A, Nabavidazeh, Ali, Resnick, Adam C, Mueller, Sabine, Poussaint, Tina Y, Cooney, Tabitha M, Kann, Benjamin H
Publicado 2023

Clinical validation of deep learning algorithms for radiotherapy targeting of non-small-cell lung cancer: an observational study

por Hosny, Ahmed, Bitterman, Danielle S, Guthier, Christian V, Qian, Jack M, Roberts, Hannah, Perni, Subha, Saraf, Anurag, Peng, Luke C, Pashtan, Itai, Ye, Zezhong, Kann, Benjamin H, Kozono, David E, Christiani, David, Catalano, Paul J, Aerts, Hugo J W L, Mak, Raymond H
Publicado 2022

Pneumonitis in Patients Receiving Thoracic Radiotherapy and Osimertinib: A Multi-Institutional Study

por Banla, Leou Ismael, Tzeng, Alice, Baillieul, John P., Kandekhar, Melin J., Fitzgerald, Kelly J., LoPiccolo, Jaclyn, Poitras, Holly A., Soto, Daniel E., Rotow, Julia K., Singer, Lisa, Willers, Henning, Kozono, David E., Janne, Pasi A., Mak, Raymond H., Piotrowska, Zofia, Keane, Florence K., Kann, Benjamin H.
Publicado 2023

Multi-institutional Prognostic Modeling in Head and Neck Cancer: Evaluating Impact and Generalizability of Deep Learning and Radiomics

por Kazmierski, Michal, Welch, Mattea, Kim, Sejin, McIntosh, Chris, Rey-McIntyre, Katrina, Huang, Shao Hui, Patel, Tirth, Tadic, Tony, Milosevic, Michael, Liu, Fei-Fei, Ryczkowski, Adam, Kazmierska, Joanna, Ye, Zezhong, Plana, Deborah, Aerts, Hugo J.W.L., Kann, Benjamin H., Bratman, Scott V., Hope, Andrew J., Haibe-Kains, Benjamin
Publicado 2023