David Dov
4 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
MLHC (2)
AACL (1)
IJCNLP (1)
Top co-authors
Keywords
electronic health record
(2)
large language model
(2)
self-supervised learning
(1)
knowledge distillation
(1)
bert model
(1)
clinical prediction
(1)
multiple instance learning
(1)
llm fine-tuning
(1)
clinical predictive modeling
(1)
whole slide image
(1)
temporal datum
(1)
clinical modeling
(1)
structured data representation
(1)
temporal data representation
(1)
cross-hospital generalization
(1)
thyroid cancer
(1)
cytopathology image
(1)
malignancy prediction
(1)
diagnostic region
(1)
temporal modeling
(1)
Papers
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation
AACL 2025
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation
IJCNLP 2025
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage
MLHC 2020
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images
MLHC 2019