Sophia J. Wagner (Preferred)
Sophia J Wagner
Sophia J. Wagner
Postdoc, Department of Pathology, Brigham and Women's Hospital, Harvard University
Joined
December 2021
Names
,
Emails
****@helmholtz-muenchen.de (Confirmed)
****@helmholtz-munich.de (Confirmed)
****@tum.de (Confirmed)
****@bwh.harvard.edu (Confirmed)
Personal Links
Career & Education History
Postdoc
Department of Pathology, Brigham and Women's Hospital, Harvard University (bwh.harvard.edu)
2025 – 2028
PhD student
School of Computation, Information and Technology, Technische Universität München (tum.de)
2020 – 2025
PhD student
Helmholtz AI, Helmholtz Zentrum München (helmholtz-munich.de)
2020 – 2025
Advisors, Relations & Conflicts
Expertise
computational pathology
, histopathology
Present
biomarker prediction
, multiple instance learning
, Transformers
Present
representation learning
, multimodal
, vision-language models
Present
hematology
, cytology
, single cell imaging
Present
Publications
Co-Authors
- Ahrong Kim
- Akihiro Kawabe
- Alexander T. Pearson
- Ali Ertürk
- Amal Lahiani
- Andrew H. Song
- Andrew Zhang
- Anurag J. Vaidya
- Anurag Jayant Vaidya
- Anurag Vaidya
- Benedikt Roth
- Benedikt Wiestler
- Bjoern H. Menze
- Bowen Chen
- Carsten Marr
- Chengkuan Chen
- Christian Matek
- Christina Bukas
- Claus Zimmer
- Cristina Almagro Pérez
- Cristina Almagro-Pérez
- Daisuke Komura
- Daniel Reisenbüchler
- Daniel Rueckert
- Daniel Schmolze