André Pfob

Machine learning in medicine: a practical introduction to techniques for data pre-processing, hyperparameter tuning, and model comparison

André Pfob, Sheng-Chieh Lu, Chris Sidey‐Gibbons · BMC Medical Research Methodology · 2022 · 87 citations · Full text

Computing, Computer Science, Radiology +16

Towards Patient-centered Decision-making in Breast Cancer Surgery

André Pfob, Babak J. Mehrara, Jonas A. Nelson et al. · Annals of Surgery · 2021 · 73 citations · Full text

Medicine, Oncology, Surgery +17

Identification of breast cancer patients with pathologic complete response in the breast after neoadjuvant systemic treatment by an intelligent vacuum-assisted biopsy

André Pfob, Chris Sidey‐Gibbons, Han‐Byoel Lee et al. · European Journal of Cancer · 2020 · 70 citations

Medicine, Oncology, Surgery +17

Diagnosing Pathologic Complete Response in the Breast After Neoadjuvant Systemic Treatment of Breast Cancer Patients by Minimal Invasive Biopsy

Joerg Heil, André Pfob, Hans‐Peter Sinn et al. · Annals of Surgery · 2020 · 63 citations

Medicine, Oncology, Surgery +17

Development of Machine Learning Algorithms for the Prediction of Financial Toxicity in Localized Breast Cancer Following Surgical Treatment

Chris Sidey‐Gibbons, André Pfob, Malke Asaad et al. · JCO Clinical Cancer Informatics · 2021 · 60 citations · Full text

Computing, Computer Science, Oncology +17