Philipp Schrüfer

Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks.

A. Enk, J. Winkler, R. Maron, 2019, European journal of cancer.

Predominant patterns of β-lactam hypersensitivity in a single German Allergy Center: exanthem induced by aminopenicillins, anaphylaxis by cephalosporins

Philipp Schrüfer, K. Brockow, A. Trautmann, 2020, Allergy, Asthma & Clinical Immunology.

Outcome of a de-labelling algorithm compared with results of penicillin (β-lactam) allergy testing

Philipp Schrüfer, A. Trautmann, J. Stoevesandt, 2022, Allergy, Asthma & Clinical Immunology.

Ex vivo-expanded highly pure ABCB5+ mesenchymal stromal cells as Good Manufacturing Practice-compliant autologous advanced therapy medicinal product for clinical use: process validation and first in-human data

A. Kerstan, Philipp Schrüfer, M. Goebeler, 2020, Cytotherapy.

Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task.

Achim Hekler, Carola Berking, Dirk Schadendorf, 2019, European journal of cancer.

A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task.

Achim Hekler, Carola Berking, Dirk Schadendorf, 2019, European journal of cancer.

Superior skin cancer classification by the combination of human and artificial intelligence.

Tim Holland-Letz, Achim Hekler, Carola Berking, 2019, European journal of cancer.

A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task.

A. Enk, Therezia Bokor-Billmann, K. Buder-Bakhaya, 2019, European journal of cancer.