Toward understanding deep learning classification of anatomic sites: lessons from the development of a CBCT projection classifier. Toward understanding deep learning classification of anatomic sites: lessons from the development of a CBCT projection classifier.Ĭruz-Bastida JP, Pearson E, Al-Hallaq H. Multicriteria Optimization in Brachytherapy.
Multicriteria Optimization in Brachytherapy.īeaulieu L, Al-Hallaq H, Rosen BS, Carlson DJ. ASO Visual Abstract: Intraoperative Radiation Therapy for Colorectal or Anal Cancer at Risk for Margin-Positive Resection: Initial Results of a Single-Institution Registry. 2022 Oct 18.ĪSO Visual Abstract: Intraoperative Radiation Therapy for Colorectal or Anal Cancer at Risk for Margin-Positive Resection: Initial Results of a Single-Institution Registry.Īrshad M, Al-Hallaq H, Polite BN, Shogan BD, Hyman N, Liauw SL. Intra-operative Radiation Therapy for Colorectal or Anal Cancer at Risk for Margin-Positive Resection: Initial Results of a Single-Institution Registry. Intra-operative Radiation Therapy for Colorectal or Anal Cancer at Risk for Margin-Positive Resection: Initial Results of a Single-Institution Registry.Īrshad M, Al-Hallaq H, Polite BN, Shogan BD, Hyman N, Liauw SL. She is chair of AAPM Medical Physics Residency Training and Promotion Subcommittee and a vice-chair of AAPM Education and Training Committee (ETC). She is an associate physics editor for the International Journal of Radiation Oncology, Biology, Physics. She has published on the use of CT radiomics to predict which patients might later develop RT-induced pneumonitis.Ĭurrently, she serves as Physics PI for several national protocols studying the safety and efficacy of SBRT for metastatic disease (NRG-BR001, NRG-BR002, ALLIANCE-A091505). She has developed expertise in both x-ray and 3D surface imaging modalities for breast cancer treatments and is chair of TG-302: Surface image-guided radiotherapy. Her research focuses on the use of medical imaging to guide treatment positioning and assess treatment response following radiotherapy. She is currently Associate Director of the Graduate Program in Medical Physics and Director of the Medical Physics Certificate Program. Hania was also the first resident in Therapeutic Physics at The University of Chicago graduating in 2002.Īfter a couple of years as a clinical physicist at a large hospital system in the Chicago suburbs, she returned as faculty in Radiation Oncology at the University of Chicago in 2004. from the University of Chicago Medical Physics program in 1994 after studying the oxygenation status of tumors using BOLD MRI in Greg Karczmar’s laboratory. Hania Al-Hallaq is an Associate Professor at the University of Chicago in the Department of Radiation & Cellular Oncology.
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