DanielleSaraBittermanMD

PubMed

• The effect of using a large language model to respond to patient messages.
  Shan Chen, Marco Guevara, Shalini Moningi, Frank Hoebers, Hesham Elhalawani, Benjamin H Kann, Fallon E Chipidza, Jonathan Leeman, Hugo J W L Aerts, Timothy Miller, Gue...> ;The Lancet. Digital Health. 2024 Apr 24
• Toward Clinical-Grade Evaluation of Large Language Models.
  Moreno, A., Bitterman, D.> ;International Journal of Radiation Oncology, Biology, Physics. 2024 Mar 15
• 1 citations
  An End-to-End Natural Language Processing System for Automatically Extracting Radiation Therapy Events From Clinical Texts.
  Danielle S Bitterman, Eli Goldner, Sean Finan, David Harris, Eric B Durbin, Harry Hochheiser, Jeremy L Warner, Raymond H Mak, Timothy Miller, Guergana K Savova> ;International Journal of Radiation Oncology, Biology, Physics. 2023 Sep 1
• Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology.
  Kehayias, C., Yan, Y., Bontempi, D., Quirk, S., Bredfeldt, J., Aerts, H., Guthier, C., Bitterman, D., Mak, R.> ;Frontiers in Oncology. 2023 Jan 1
• Clinical outcomes of radiation therapy for transgender and gender-expansive people with cancer.
  Arian Mansur, Abigail M Kempf, Danielle S Bitterman, Chirayu G Patel, M Aiven Dyer, Daphne A Haas-Kogan, Kevin X Liu, Alicia C Smart> ;Frontiers in Oncology. 2023 Jan 1
• 1 citations
  Growth in eligibility criteria content and failure to accrue among National Cancer Institute (NCI)-affiliated clinical trials.
  John S Peterson, Deborah Plana, Danielle S Bitterman, Skyler Bryce Johnson, Hugo J W L Aerts, Benjamin Harris Kann> ;Cancer Medicine. 2023 Feb 1
• 13 citations
  Clinical validation of deep learning algorithms for radiotherapy targeting of non-small-cell lung cancer: an observational study.
  Ahmed Hosny, Danielle S Bitterman, Christian V Guthier, Jack M Qian, Hannah Roberts, Subha Perni, Anurag Saraf, Luke C Peng, Itai Pashtan, Zezhong Ye, Benjamin H Kann,...> ;The Lancet. Digital Health. 2022 Sep 1
• Classifying unstructured electronic consult messages to understand primary care physician specialty information needs.
  Xiyu Ding, Michael Barnett, Ateev Mehrotra, Delphine S Tuot, Danielle S Bitterman, Timothy A Miller> ;Journal of the American Medical Informatics Association. 2022 Aug 16
• 3 citations
  Clinical Informatics Approaches to Understand and Address Cancer Disparities.
  Tafadzwa L Chaunzwa, Maria Quiles Del Rey, Danielle S Bitterman> ;Yearbook of Medical Informatics. 2022 Aug 1
• An Intramedullary Enigma.
  Nayan Lamba, Danielle S Bitterman> ;JAMA Oncology. 2022 May 1
• 7 citations
  Major adverse cardiac event risk prediction model incorporating baseline Cardiac disease, Hypertension, and Logarithmic Left anterior descending coronary artery radiat...
  Michael C Tjong, Danielle S Bitterman, Kristen Brantley, Anju Nohria, Udo Hoffmann, Katelyn M Atkins, Raymond H Mak> ;Radiotherapy and Oncology. 2022 Apr 1
• 9 citations
  Elevated Coronary Artery Calcium Quantified by a Validated Deep Learning Model From Lung Cancer Radiotherapy Planning Scans Predicts Mortality.
  Katelyn M Atkins, Jakob Weiss, Roman Zeleznik, Danielle S Bitterman, Tafadzwa L Chaunzwa, Elizabeth Huynh, Christian Guthier, David E Kozono, John H Lewis, Balaji K Ta...> ;JCO Clinical Cancer Informatics. 2022 Jan 1
• 5 citations
  Dosimetric Planning Tradeoffs to Reduce Heart Dose Using Machine Learning-Guided Decision Support Software in Patients with Lung Cancer.
  Danielle S. Bitterman, Philip Selesnick, Jeremy S. Bredfeldt, Christopher L. Williams, Christian V. Guthier, Elizabeth Huynh, David Kozono, John H. Lewis, Robert A. Co...> ;International Journal of Radiation Oncology, Biology, Physics. 2021 Nov 11
• 2 citations
  Prostate-specific antigen nadir and testosterone level at prostate-specific antigen failure following radiation and androgen suppression therapy for unfavorable-risk p...
  Danielle S. Bitterman, Ming-Hui Chen, Jing Wu, Andrew A. Renshaw, Marian Loffredo, Philip W. Kantoff, Eric J. Small, Anthony V. D'Amico> ;Cancer. 2021 Aug 1
• 23 citations
  Mean Heart Dose Is an Inadequate Surrogate for Left Anterior Descending Coronary Artery Dose and the Risk of Major Adverse Cardiac Events in Lung Cancer Radiation Therapy
  Katelyn M. Atkins, Danielle S. Bitterman, Tafadzwa L. Chaunzwa, David Kozono, Elizabeth H. Baldini, Hugo J.W.L. Aerts, Balaji Tamarappoo, Udo Hoffmann, Anju Nohria, Ra...> ;International Journal of Radiation Oncology, Biology, Physics. 2021 Mar 10
• 7 citations
  Deep-learning system to improve the quality and efficiency of volumetric heart segmentation for breast cancer
  Roman Zeleznik, Jakob Weiss, Jana Taron, Christian V. Guthier, Danielle S. Bitterman, Cindy Hancox, Benjamin H. Kann, Daniel Kim, Rinaa S. Punglia, Jeremy S. Bredfeldt...> ;NPJ Digital Medicine. 2021 Mar 5
• 19 citations
  Clinical Natural Language Processing for Radiation Oncology: A Review and Practical Primer
  Danielle S. Bitterman, Timothy A. Miller, Raymond H. Mak, Guergana Savova> ;International Journal of Radiation Oncology, Biology, Physics. 2021 Jul 1
• 15 citations
  Statin Use, Heart Radiation Dose, and Survival in Locally Advanced Lung Cancer.
  Katelyn M. Atkins, Danielle S. Bitterman, Tafadzwa L. Chaunzwa, Christopher L. Williams, Rifaquat Rahman, David Kozono, Elizabeth H. Baldini, Hugo J.W.L. Aerts, Balaji...> ;Practical Radiation Oncology. 2021 Jan 18
• 4 citations
  Impact of Diabetes and Insulin Use on Prognosis in Patients With Resected Pancreatic Cancer: An Ancillary Analysis of NRG Oncology RTOG 9704.
  Danielle S. Bitterman, Kathryn Winter, Theodore S. Hong, Charles S. Fuchs, William F. Regine, Ross A. Abrams, Howard Safran, John P. Hoffman, Al B. Benson, Timothy Kas...> ;International Journal of Radiation Oncology, Biology, Physics. 2021 Jan 1
• 21 citations
  Clinical Characteristics, Experiences, and Outcomes of Transgender Patients With Cancer.
  Zackory T. Burns, Danielle S. Bitterman, Subha Perni, Patrick J. Boyle, Carly E. Guss, Daphne A. Haas-Kogan, Kevin X. Liu> ;JAMA Oncology. 2021 Jan 1
• 2 citations
  The COVID-19 & Cancer Consortium (CCC19) and Opportunities for Radiation Oncology.
  Sachin R. Jhawar, Joshua D. Palmer, Shang Jui Wang, Danielle S. Bitterman, Brett Klamer, Minh Huynh-Le, Caroline Chung, Nitin Ohri, Daniel G. Stover, Maryam B. Lustber...> ;Advances in Radiation Oncology. 2021 Jan 1
• 92 citations
  Association of Left Anterior Descending Coronary Artery Radiation Dose With Major Adverse Cardiac Events and Mortality in Patients With Non-Small Cell Lung Cancer.
  Katelyn M. Atkins, Tafadzwa L. Chaunzwa, Nayan Lamba, Danielle S. Bitterman, Bhupendra Rawal, Jeremy S. Bredfeldt, Christopher L. Williams, David Kozono, Elizabeth H. ...> ;JAMA Oncology. 2021 Feb 1
• 13 citations
  Race Disparities in Proton Radiotherapy Use for Cancer Treatment in Patients Enrolled in Children's Oncology Group Trials.
  Danielle S Bitterman, Kira Bona, Fran Laurie, Pei-Chi Kao, Stephanie A Terezakis, Wendy B London, Daphne A Haas-Kogan> ;JAMA Oncology. 2020 Sep 1
• 24 citations
  Approaching autonomy in medical artificial intelligence.
  Danielle S. Bitterman, Hugo J.W.L. Aerts, Raymond H. Mak> ;The Lancet. Digital Health. 2020 Sep 1
• 112 citations
  Artificial intelligence in radiation oncology
  Elizabeth Huynh, Ahmed Hosny, Christian V. Guthier, Danielle S. Bitterman, Steven F. Petit, Daphne A. Haas-Kogan, Benjamin H. Kann, Hugo J.W.L. Aerts, Raymond H. Mak> ;Nature Reviews. Clinical Oncology. 2020 Aug 25
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Journal Articles

• Clinical Characteristics, Experiences, and Outcomes of Transgender Patients with Cancer  
  Danielle S Bitterman, Daphne A Haas-Kogan, JAMA Oncology
• Race Disparities in Proton Radiotherapy Use for Cancer Treatment in Patients Enrolled in Children’s Oncology Group Trials  
  Danielle S Bitterman, Stephanie A Terezakis, Daphne A Haas-Kogan, JAMA Oncology

Lectures

• Noninvasive comprehensive genomic profiling from plasma ctDNA in pancreatic cancer patients. 
  ASCO Gastrointestinal Cancers Symposium - San Francisco, CA - 1/24/2020
• Clinical and genomic factors associated with outcome following ablative radiotherapy for oligometastatic and oligoprogressive liver tumors. 
  ASCO Gastrointestinal Cancers Symposium - San Francisco, CA - 1/24/2020