Michal Kazmierski

Machine learning helps identifying volume-confounding effects in radiomics

Alberto Traverso, Michal Kazmierski, Ivan Zhovannik et al. · Physica Medica · 2020 · 79 citations · Full text

Computing, Oncology, Radiology +14

Sensitivity of radiomic features to inter-observer variability and image pre-processing in Apparent Diffusion Coefficient (ADC) maps of cervix cancer patients

Alberto Traverso, Michal Kazmierski, Mattea Welch et al. · Radiotherapy and Oncology · 2019 · 73 citations · Full text

Medicine, Oncology, Radiology +17

Stability of radiomic features of apparent diffusion coefficient (ADC) maps for locally advanced rectal cancer in response to image pre-processing

Alberto Traverso, Michal Kazmierski, Zhenwei Shi et al. · Physica Medica · 2019 · 65 citations · Full text

Medicine, Oncology, Radiology +17

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

Michal Kazmierski, Mattea Welch, Sejin Kim et al. · Cancer Research Communications · 2023 · 46 citations · Full text

Computing, Computer Science, Oncology +16

RADCURE: An open‐source head and neck cancer CT dataset for clinical radiation therapy insights

Mattea Welch, Sejin Kim, Andrew Hope et al. · Medical Physics · 2024 · 17 citations · Full text

Medicine, Oncology, Radiology +17