A. Refereed Original Articles in Journals
1. Artículo de Revisión. Aplicaciones de la inteligencia artificial en la medicina y la imagenología médica. Anales de Radiologia Mexico 2023; 22: 1-10.
2. Susana Aideé González-Chávez, Samara Acosta-Jiménez, Rosa Elena Ochoa-Albiztegui, Jorge Camarillo-Cisneros, Sergio A. Cuevas-López, Claudia Mendoza-Ramírez, Christian Guerra-Araiza. Complete Freund’s adjuvant induces a Fibroblast-like synoviocytes phenotype with inflammatory and invasive features in Wistar rats. Cells. 2023 Mar 8;12(6):842. doi: 10.3390/cells12060842.
3. Samara Acosta-Jiménez, Jorge Camarillo-Cisneros, Rosa Elena Ochoa-Albiztegui, Claudia Mendoza-Ramírez, Sergio A. Cuevas-López. Artificial Intelligence Applied to Breast Cancer Classification. Congreso Nacional de Ingeniería Biomédica, Springer, Cham, 2023. DOI: 10.1007/978-3-031-18256-3_8.
4. Samara Acosta-Jiménez, Rosa Elena Ochoa-Albiztegui, Sergio A. Cuevas-López. Comparison of convolutional neural network architectures for histopathological breast cancer image classification. Journal of Medical and Biological Engineering. March 2024.
5. Noam Nissan, Rosa Elena Ochoa-Albiztegui, Eitan Sabach, Jonathan Kuten, Elizabeth A. Morris, Katja Pinker. Breast MRI in patients with implantable loop recorder: Initial experience. EURA-D-23-00154R1. European Radiology.
6. Nissan N, Sabach E, Kuten J, Ochoa-Albiztegui RE, Morris EA, Pinker K. Diagnostic Accuracy of Screening Contrast-Enhanced Mammography Compared to Digital Mammography and Breast MRI in Intermediate Risk Women with Dense Breasts: A Prospective Study. Radiology. 2024 Oct;313(1):e232580. DOI: 10.1148/radiol.232580.
7. Noam Nissan, Eitan Sabach, Rosa Elena Ochoa-Albiztegui, Jonathan Kuten, Elizabeth A. Morris, Katja Pinker. Asymmetric Background Parenchymal Enhancement on Contrast-Enhanced Mammography: Association with Breast Cancer in the Ipsilateral Breast. Eur Radiol. 2024 Jul 30. doi: 10.1007/s00330-024-10856-8.
8. Lo Gullo R, Ochoa-Albiztegui RE, Jochelson M, Morris EA, Pinker K. Development of an MRI Radiomic Machine-Learning Model to Assess Response to Neoadjuvant Chemotherapy in Breast Cancer Patients. Cancers (Basel). 2024 Oct 14;16(20):3480.
9. Nissan N, Ochoa-Albiztegui RE, Morris EA, Pinker K. Performance of breast MRI for high-risk screening during lactation. Eur Radiol. 2024 Oct 31. doi: 10.1007/s00330-024-11091-x.
10. Noam Nissan, Jonathan Kuten, Rosa Elena Ochoa-Albiztegui, Eitan Sabach, Elizabeth A. Morris, Katja Pinker. The Role of Mammography in the Detection and Diagnosis of Pregnancy-Associated Breast Cancer. Clinical Imaging. DOI: 10.1016/j.clinimag.2025.110577. Published July 31, 2025.
Reviews:
Ochoa-Albiztegui RE, Yeh R. The Challenges of Imaging and Diagnosis of Invasive Lobular Cancer (ILC). In: Invasive Lobular Cancer: Current Evidence and Clinical Impact. 2023. Supported by GE Healthcare Medical Affairs. Available at: https://hospitalhealthcare.com/sponsored/ge-healthcare/invasive-lobular-cancer-current-evidence-and-clinical-practice/
B. Other Professional Communications
1. Ochoa-Albiztegui RE. Seguimiento con Imagen en Pacientes con Cáncer de Mama: ¿Cuál Estudio, para Cuál Paciente? [Imaging Follow-Up in Patients with Breast Cancer: Which Study, for Which Patient?]. Oral Conference. 2023; Puerto Vallarta, Jalisco, Mexico. Spanish.
2. Ochoa-Albiztegui RE. Inteligencia Artificial en Imagen de la Mujer [Artificial Intelligence in Women’s Imaging]. Oral Conference. 2023; Puerto Vallarta, Jalisco, Mexico. Spanish.
3. Ochoa-Albiztegui RE. Shoulder Pain in Breast Cancer Patients – How Much Do We Need to Worry About Metastases? Session number S4-SSMK01. Presented at: RSNA 2023; 2023 Nov 26; Chicago, IL, USA.
Posters:
Roberto Lo Gullo, Elena Ochoa-Albiztegui, Jayasree Chakraborty, Sunitha Thakur, Mark Robson, Maxine Jochelson, Sarah Eskreis-Winkler, Katja Pinker-Domenig. Development of an MRI Radiomics Machine Learning Model for Triple Negative Breast Cancer prediction based on fibroglandular tissue of the contralateral unaffected breast. 04-09 May 2024 ISMRM & ISMRT Annual Meeting & Exhibition.
2022 Roentgen Resident/Fellow Research Award. From the RSNA Research & Education Foundation. The Department of Radiology Memorial Sloan Kettering Cancer Center