Monika Janda

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Risk Assessment

Image Classification

Machine Learning

Top Venues

Int. J. Medical Informatics

Publications

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, Peter Soyer, Zongyuan Ge
Prompt-driven Latent Domain Generalization for Medical Image Classification. CoRR (2024)
Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. CVPR (2023)
Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. MICCAI (7) (2023)
Fatima Al Zegair, D. Nathasha U. Naranpanawa, Brigid Betz-Stablein, Monika Janda, H. Peter Soyer, Shekhar S. Chandra
Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review. CoRR (2023)
Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. CoRR (2023)
Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. CoRR (2023)
Ronald Dendere, Mahnaz Samadbeik, Monika Janda
The impact on health outcomes of implementing electronic health records to support the care of older people in residential aged care: A scoping review. Int. J. Medical Informatics 151 (2021)
Alexander Ngoo, Anna Finnane, Erin McMeniman, H. Peter Soyer, Monika Janda
Fighting Melanoma with Smartphones: A Snapshot of Where We are a Decade after App Stores Opened Their Doors. Int. J. Medical Informatics 118 (2018)
Xavier Chadwick, Lois J. Loescher, Monika Janda, H. Peter Soyer
Mobile Medical Applications for Melanoma Risk Assessment: False Assurance or Valuable Tool? HICSS (2014)