Katie Scotford

University of California, San Francisco — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

3h-index106citations10works9.32yr avg
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Research Topics

Cell Image Analysis Techniques(5), Glioma Diagnosis and Treatment(4), Medical Imaging Techniques and Applications(2), Radiomics and Machine Learning in Medical Imaging(2), Brain Tumor Detection and Classification(2)

Publications10 total

SURG-57. AI-based quantification of tumor infiltration as a major determinant of glioblastoma recurrence and predictive modeling
Neuro-Oncology·2025Open Access
Optical Microscopy Predictions of Focal Recurrence in Glioblastoma
2025Open Access
Intelligent Histology for Tumor Neurosurgery
ArXiv.org·2025Open Access
Leveraging stimulated Raman histology-based cellularity for random forest prediction of glioblastoma recurrence.
Journal of Clinical Oncology·2025
Foundation models for fast, label-free detection of glioma infiltration
Nature·2024· 53 citedOpen Access
Visual foundation models for fast, label-free detection of diffuse glioma infiltration
2024· 3 citedOpen Access
Advances in Intraoperative Glioma Tissue Sampling and Infiltration Assessment
Brain Sciences·2023· 5 citedOpen Access
INNV-34. A NOVEL APPROACH TO ADDRESSING THE UNIQUE NEEDS OF ADOLESCENT AND YOUNG ADULT (AYA) BRAIN TUMOR PATIENTS: A FRAMEWORK FOR A VIRTUAL PEER-LED YOUNG ADULT SUPPORT GROUP
Neuro-Oncology·2023Open Access
SURG-04. FAST DETECTION OF GLIOMA INFILTRATION USING LABEL-FREE OPTICAL MICROSCOPY AND DEEP NEURAL NETWORKS
Neuro-Oncology·2023Open Access
Pseudoprogression versus true progression in glioblastoma: what neurosurgeons need to know
Journal of neurosurgery·2023· 45 citedOpen Access

Frequent Co-authors

Akhil Kondepudi(7), Melike Pekmezci(7), Shawn L. Hervey‐Jumper(7), Todd Hollon(7), Mitchel S. Berger(6), Xinhai Hou(4), Cheng Jiang(4), Asadur Chowdury(4), Sandra Camelo‐Piragua(4), Jacob S. Young(4), Youssef Sibih(4), Wajd N. Al‐Holou(3), Lin Wang(3), Aditya S. Pandey(3), Lisa Koerner(3), Georg Widhalm(3), Daniel A. Orringer(3), Honglak Lee(3), Christian W. Freudiger(3), Niels Olshausen(3)