Multi-Stage Fine-Tuning of Pathology Foundation Models with Head-Diverse Ensembling for White Blood Cell Classification
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Gitau, Antony, Paulson, Martin, Singstad, Bjørn-Jostein, Hjelmervik, Karl Thomas, Lysaker, Ola Marius, Sanchez, Veralia Gabriela |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
What Does It Mean for a Medical AI System to Be Right?
par: Gitau, Antony
Publié: (2026)
par: Gitau, Antony
Publié: (2026)
Mamba-Based Ensemble learning for White Blood Cell Classification
par: Clifton, Lewis, et autres
Publié: (2025)
par: Clifton, Lewis, et autres
Publié: (2025)
Ensemble of Small Classifiers For Imbalanced White Blood Cell Classification
par: Srivastava, Siddharth, et autres
Publié: (2026)
par: Srivastava, Siddharth, et autres
Publié: (2026)
Robust White Blood Cell Classification with Stain-Normalized Decoupled Learning and Ensembling
par: Le, Luu, et autres
Publié: (2026)
par: Le, Luu, et autres
Publié: (2026)
Inverting the sound speed profile from multi-beam echo sounder data and historical measurements -- a simulation study
par: Gourret, Yohann, et autres
Publié: (2024)
par: Gourret, Yohann, et autres
Publié: (2024)
DCENWCNet: A Deep CNN Ensemble Network for White Blood Cell Classification with LIME-Based Explainability
par: Dhibar, Sibasish
Publié: (2025)
par: Dhibar, Sibasish
Publié: (2025)
A Hierarchical Ensemble Inference Pipeline for Robust White Blood Cell Classification Under Domain Shifts
par: Dai, Ruyi, et autres
Publié: (2026)
par: Dai, Ruyi, et autres
Publié: (2026)
Ecological Democracy
par: Lysaker, Odin
Publié: (2025)
par: Lysaker, Odin
Publié: (2025)
Before Words: Wordless Picture Books and the Development of Reading in Young Children. Language and Literacy Series
par: Lysaker, Judith T.
Publié: (2018)
par: Lysaker, Judith T.
Publié: (2018)
Pathologies of Predictive Diversity in Deep Ensembles
par: Abe, Taiga, et autres
Publié: (2023)
par: Abe, Taiga, et autres
Publié: (2023)
Ensemble of Pathology Foundation Models for MIDOG 2025 Track 2: Atypical Mitosis Classification
par: Ochi, Mieko, et autres
Publié: (2025)
par: Ochi, Mieko, et autres
Publié: (2025)
Exploring Foundation Models Fine-Tuning for Cytology Classification
par: Dausort, Manon, et autres
Publié: (2024)
par: Dausort, Manon, et autres
Publié: (2024)
Reflection and Recovery from Psychosis during the Time of COVID-19: Adaptation in Psychotherapy in the United States
par: Paul H. Lysaker
Publié: (2020)
par: Paul H. Lysaker
Publié: (2020)
Integrating GIS Models and Real Time Datasets to Estimate the Current Status of Birds and their Habitats in Tana Delta, Kenya.
par: Gitau, J.M.
Publié: (2006)
par: Gitau, J.M.
Publié: (2006)
Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models
par: Pham, Ngoc-Quan, et autres
Publié: (2025)
par: Pham, Ngoc-Quan, et autres
Publié: (2025)
Assessing the Impact of Image Super Resolution on White Blood Cell Classification Accuracy
par: Nagarhalli, Tatwadarshi P., et autres
Publié: (2025)
par: Nagarhalli, Tatwadarshi P., et autres
Publié: (2025)
Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning
par: Kumari, Pratibha, et autres
Publié: (2025)
par: Kumari, Pratibha, et autres
Publié: (2025)
Automatic Classification of White Blood Cell Images using Convolutional Neural Network
par: Asghar, Rabia, et autres
Publié: (2024)
par: Asghar, Rabia, et autres
Publié: (2024)
Parameter-Efficient Fine-Tuning of Foundation Models for CLP Speech Classification
par: Bhattacharjee, Susmita, et autres
Publié: (2025)
par: Bhattacharjee, Susmita, et autres
Publié: (2025)
Patterns of Discordance Between Clinical and Pathologic Stage in Head and Neck Cancer
par: Brian Hondorp, et autres
Publié: (2024)
par: Brian Hondorp, et autres
Publié: (2024)
WBCAtt+: Fine-Grained Pixel-Level Morphological Annotations for White Blood Cell Images
par: Tsutsui, Satoshi, et autres
Publié: (2026)
par: Tsutsui, Satoshi, et autres
Publié: (2026)
A Retrospective Study of Stabilizing Bridges in Patients With Stages III and IV Periodontitis: Up to 35 Years of Clinical Audit
par: Øystein Fardal, et autres
Publié: (2025)
par: Øystein Fardal, et autres
Publié: (2025)
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
par: Ramanathan, Vishwesh, et autres
Publié: (2025)
par: Ramanathan, Vishwesh, et autres
Publié: (2025)
A Multi-Stage Fine-Tuning and Ensembling Strategy for Pancreatic Tumor Segmentation in Diagnostic and Therapeutic MRI
par: Durugol, Omer Faruk, et autres
Publié: (2025)
par: Durugol, Omer Faruk, et autres
Publié: (2025)
DAFFNet: A Dual Attention Feature Fusion Network for Classification of White Blood Cells
par: Chen, Yuzhuo, et autres
Publié: (2024)
par: Chen, Yuzhuo, et autres
Publié: (2024)
SG-CLDFF: A Novel Framework for Automated White Blood Cell Classification and Segmentation
par: Gashti, Mehdi Zekriyapanah, et autres
Publié: (2025)
par: Gashti, Mehdi Zekriyapanah, et autres
Publié: (2025)
Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images
par: Deutges, Michael, et autres
Publié: (2024)
par: Deutges, Michael, et autres
Publié: (2024)
Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification
par: Ligan, Bernardin, et autres
Publié: (2025)
par: Ligan, Bernardin, et autres
Publié: (2025)
Bayesian Hierarchical Model for Measuring Adoption Rates in District Hospitals Systems of Kenya: An Evaluation
par: Kinyanjui, Owen, et autres
Publié: (2014)
par: Kinyanjui, Owen, et autres
Publié: (2014)
CLSGen: A Dual-Head Fine-Tuning Framework for Joint Probabilistic Classification and Verbalized Explanation
par: Yoon, WonJin, et autres
Publié: (2026)
par: Yoon, WonJin, et autres
Publié: (2026)
Synergizing Deep Learning and Biological Heuristics for Extreme Long-Tail White Blood Cell Classification
par: Nguyen, Duc T., et autres
Publié: (2026)
par: Nguyen, Duc T., et autres
Publié: (2026)
WBCBench 2026: A Challenge for Robust White Blood Cell Classification Under Class Imbalance
par: Tian, Xin, et autres
Publié: (2026)
par: Tian, Xin, et autres
Publié: (2026)
Advancements in Medical Image Classification through Fine-Tuning Natural Domain Foundation Models
par: Mansoori, Mobina, et autres
Publié: (2025)
par: Mansoori, Mobina, et autres
Publié: (2025)
PathoTune: Adapting Visual Foundation Model to Pathological Specialists
par: Lu, Jiaxuan, et autres
Publié: (2024)
par: Lu, Jiaxuan, et autres
Publié: (2024)
Model Editing by Standard Fine-Tuning
par: Gangadhar, Govind, et autres
Publié: (2024)
par: Gangadhar, Govind, et autres
Publié: (2024)
Multi-Head Attention as Ensemble Nadaraya-Watson Estimation: Variance Reduction, Decorrelation, and Optimal Head Diversity
par: Fokoué, Ernest
Publié: (2026)
par: Fokoué, Ernest
Publié: (2026)
Domain-Aware Fine-Tuning of Foundation Models
par: Kaplan, Ugur Ali, et autres
Publié: (2024)
par: Kaplan, Ugur Ali, et autres
Publié: (2024)
Exploring Fine-Tuning for Tabular Foundation Models
par: Tanna, Aditya, et autres
Publié: (2026)
par: Tanna, Aditya, et autres
Publié: (2026)
Parameter-Efficient Fine-Tuning for Foundation Models
par: Zhang, Dan, et autres
Publié: (2025)
par: Zhang, Dan, et autres
Publié: (2025)
Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods
par: Hao, Yifan, et autres
Publié: (2025)
par: Hao, Yifan, et autres
Publié: (2025)
Documents similaires
-
What Does It Mean for a Medical AI System to Be Right?
par: Gitau, Antony
Publié: (2026) -
Mamba-Based Ensemble learning for White Blood Cell Classification
par: Clifton, Lewis, et autres
Publié: (2025) -
Ensemble of Small Classifiers For Imbalanced White Blood Cell Classification
par: Srivastava, Siddharth, et autres
Publié: (2026) -
Robust White Blood Cell Classification with Stain-Normalized Decoupled Learning and Ensembling
par: Le, Luu, et autres
Publié: (2026) -
Inverting the sound speed profile from multi-beam echo sounder data and historical measurements -- a simulation study
par: Gourret, Yohann, et autres
Publié: (2024)