Sladoje, Nataša
- End-to-end Multiple Instance Learning with Gradient Accumulation
2022/03/08 by Axel Andersson, Andersson, Axel, Nadezhda Koriakina +5 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Roadmap on Deep Learning for Microscopy
2023/03/07 by Giovanni Volpe, Volpe, Giovanni, Carolina Wählby +147 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #AI in cancer detection #Image Processing Techniques and Applications
- Can representation learning for multimodal image registration be improved by supervision of intermediate layers?
2023/03/01 by Wetzer, Elisabeth, Lindblad, Joakim, Sladoje, Nataša · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection
2024/07/02 by Wenyi Lian, Joakim Lindblad, Lian, Wenyi +7 · 1 citation
Health Professions · #Diverse Scientific Research Studies
- Isolated Channel Vision Transformers: From Single-Channel Pretraining to Multi-Channel Finetuning
2025/03/12 by Wenyi Lian, Lian, Wenyi, Patrick Micke +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences