Monika Janda - RankMe

14 papers A* 1Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology. CoRR Siyuan Yan, Xieji Li, Dan Mo, Philipp Tschandl, Yiwen Jiang, Zhonghua Wang, Ming Hu, Lie Ju, Cristina Vico-Alonso, Yizhen Zheng, Jiahe Liu, Juexiao Zhou, Camilla Chello, Jen G. Cheung, Julien Anriot, Luc Thomas, Clare Primiero, Gin Tan, Aik Beng Ng, Simon See, Xiaoying Tang, Albert Ip, Xiaoyang Liao, Adrian Bowling, Martin Haskett, Shuang Zhao, Monika Janda, H. Peter Soyer, Victoria Mar, Harald Kittler, Zongyuan Ge
2025	J	`jnl`	Multi-Aspect Knowledge-Enhanced Medical Vision-Language Pretraining with Multi-Agent Data Generation. CoRR Xieji Li, Siyuan Yan, Yingsheng Liu, H. Peter Soyer, Monika Janda, Victoria Mar, Zongyuan Ge
2025	J	`jnl`	Prompt-Driven Latent Domain Generalization for Medical Image Classification. IEEE Trans. Medical Imaging Siyuan Yan, Zhen Yu, Chi Liu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2025	J	`jnl`	Supporting Data-Frame Dynamics in AI-assisted Decision Making. CoRR Chengbo Zheng, Tim Miller, Alina Bialkowski, H. Peter Soyer, Monika Janda
2024	J	`jnl`	A General-Purpose Multimodal Foundation Model for Dermatology. CoRR Siyuan Yan, Zhen Yu, Clare Primiero, Cristina Vico-Alonso, Zhonghua Wang, Litao Yang, Philipp Tschandl, Ming Hu, Gin Tan, Vincent Tang, Aik Beng Ng, David Powell, C. Paul Bonnington, Simon See, Monika Janda, Victoria Mar, Harald Kittler, H. Peter Soyer, Zongyuan Ge
2024	J	`jnl`	Prompt-driven Latent Domain Generalization for Medical Image Classification. CoRR Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review. CoRR Fatima Al Zegair, D. Nathasha U. Naranpanawa, Brigid Betz-Stablein, Monika Janda, H. Peter Soyer, Shekhar S. Chandra
2023	—	`conf`	EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. MICCAI (7) Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. CoRR Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	A*	`conf`	Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. CVPR Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge
2023	J	`jnl`	Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. CoRR Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge
2021	J	`jnl`	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 Ronald Dendere, Mahnaz Samadbeik, Monika Janda
2018	J	`jnl`	Fighting Melanoma with Smartphones: A Snapshot of Where We are a Decade after App Stores Opened Their Doors. Int. J. Medical Informatics Alexander Ngoo, Anna Finnane, Erin McMeniman, H. Peter Soyer, Monika Janda
2014	—	`conf`	Mobile Medical Applications for Melanoma Risk Assessment: False Assurance or Valuable Tool? HICSS Xavier Chadwick, Lois J. Loescher, Monika Janda, H. Peter Soyer