Enhancing Thyroid Cytology Diagnosis with RAG-Optimized LLMs and Pa-thology Foundation Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Al-Asi, Hussien, Reynolds, Jordan P, Agarwal, Shweta, Dangott, Bryan J, Nassar, Aziza, Akkus, Zeynettin |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
MATLAB Plasmonic Nanoparticle Virion Counting and Interpretation System in Urban Populations
por: Hong, Bryan, et al.
Publicado: (2023)
por: Hong, Bryan, et al.
Publicado: (2023)
Bridging Clinical Narratives and ACR Appropriateness Guidelines: A Multi-Agent RAG System for Medical Imaging Decisions
por: Pambudi, Satrio, et al.
Publicado: (2025)
por: Pambudi, Satrio, et al.
Publicado: (2025)
ModernBERT + ColBERT: Enhancing biomedical RAG through an advanced re-ranking retriever
por: Rivera, Eduardo Martínez, et al.
Publicado: (2025)
por: Rivera, Eduardo Martínez, et al.
Publicado: (2025)
Guidelines in Wastewater-based Epidemiology of SARS-CoV-2 with Diagnosis
por: Fatima, Madiha, et al.
Publicado: (2023)
por: Fatima, Madiha, et al.
Publicado: (2023)
Focal Loss Analysis of Peripapillary Nerve Fiber Layer Reflectance for Glaucoma Diagnosis
por: Tan, Ou, et al.
Publicado: (2024)
por: Tan, Ou, et al.
Publicado: (2024)
Exploring Foundation Models Fine-Tuning for Cytology Classification
por: Dausort, Manon, et al.
Publicado: (2024)
por: Dausort, Manon, et al.
Publicado: (2024)
Strategic Control of Drug-Resistant HIV: Multi-Strain Modeling with Diagnosis, Adherence, and Treatment Switching
por: Poonia, Ashish, et al.
Publicado: (2025)
por: Poonia, Ashish, et al.
Publicado: (2025)
fastbmRAG: A Fast Graph-Based RAG Framework for Efficient Processing of Large-Scale Biomedical Literature
por: Meng, Guofeng, et al.
Publicado: (2025)
por: Meng, Guofeng, et al.
Publicado: (2025)
OralGPT: A Two-Stage Vision-Language Model for Oral Mucosal Disease Diagnosis and Description
por: Zhang, Jia, et al.
Publicado: (2025)
por: Zhang, Jia, et al.
Publicado: (2025)
Assessing the Utility of Large Language Models for Phenotype-Driven Gene Prioritization in Rare Genetic Disorder Diagnosis
por: Kim, Junyoung, et al.
Publicado: (2024)
por: Kim, Junyoung, et al.
Publicado: (2024)
GenoHoption: Bridging Gene Network Graphs and Single-Cell Foundation Models
por: Cheng, Jiabei, et al.
Publicado: (2024)
por: Cheng, Jiabei, et al.
Publicado: (2024)
Machine Learning Driven Biomarker Selection for Medical Diagnosis
por: Bavikadi, Divyagna, et al.
Publicado: (2024)
por: Bavikadi, Divyagna, et al.
Publicado: (2024)
EchoNet-Quality: Denoising Echocardiograms via Deep Generative Modeling of Ultrasound Noise
por: Choi, David, et al.
Publicado: (2025)
por: Choi, David, et al.
Publicado: (2025)
Reinforcement Learning for Clinical Reasoning: Aligning LLMs with ACR Imaging Appropriateness Criteria
por: Tziakouri, Anni, et al.
Publicado: (2025)
por: Tziakouri, Anni, et al.
Publicado: (2025)
bursty_dynamics: A Python Package for Exploring the Temporal Properties of Longitudinal Data
por: Angdembe, Alisha, et al.
Publicado: (2024)
por: Angdembe, Alisha, et al.
Publicado: (2024)
Handling Class Imbalance Problem in Skin Lesion Classification: Finding Strengths and Weaknesses of Various Balancing Techniques
por: Khandaker, Ariful Islam, et al.
Publicado: (2025)
por: Khandaker, Ariful Islam, et al.
Publicado: (2025)
Can Molecular Foundation Models Know What They Don't Know? A Simple Remedy with Preference Optimization
por: He, Langzhou, et al.
Publicado: (2025)
por: He, Langzhou, et al.
Publicado: (2025)
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
por: Chen, Angelica, et al.
Publicado: (2024)
por: Chen, Angelica, et al.
Publicado: (2024)
Beyond the Nucleus: Cytoplasmic Dominance in Follicular Thyroid Carcinoma Detection Using Single-Cell Raman Imaging Across Multiple Devices
por: Pelissier, Aurelien, et al.
Publicado: (2019)
por: Pelissier, Aurelien, et al.
Publicado: (2019)
Dose-Dependent Cardiac Complexity Changes in Children Following Prenatal Glucocorticoid Exposure: Complementary Evidence from Multiscale Entropy Analysis and ECG Foundation Models
por: Garnier, Nicolas B., et al.
Publicado: (2026)
por: Garnier, Nicolas B., et al.
Publicado: (2026)
Enabling Few-Shot Alzheimer's Disease Diagnosis on Biomarker Data with Tabular LLMs
por: Kearney, Sophie, et al.
Publicado: (2025)
por: Kearney, Sophie, et al.
Publicado: (2025)
Association in Facial Phenotype, Gene, Disease: A Dataset for Explainable Rare Genetic Diseases Diagnosis
por: Song, Jie, et al.
Publicado: (2025)
por: Song, Jie, et al.
Publicado: (2025)
Quantum Variational Transformer Model for Enhanced Cancer Classification
por: Roosan, Don, et al.
Publicado: (2025)
por: Roosan, Don, et al.
Publicado: (2025)
A novel method to separate circadian from non-circadian masking effects in order to enhance daily circadian timing and amplitude estimation from core body temperature
por: Nguyen, Phuc D, et al.
Publicado: (2024)
por: Nguyen, Phuc D, et al.
Publicado: (2024)
Optimization of Bloch-Siegert B1 Mapping Sequence for Maximum Signal to Noise
por: Khalighi, M. Mehdi, et al.
Publicado: (2024)
por: Khalighi, M. Mehdi, et al.
Publicado: (2024)
Physics-Guided Surrogate Modeling for Machine Learning-Driven DLD Design Optimization
por: Islam, Khayrul, et al.
Publicado: (2025)
por: Islam, Khayrul, et al.
Publicado: (2025)
Beyond Black Boxes: Enhancing Interpretability of Transformers Trained on Neural Data
por: Freeman, Laurence, et al.
Publicado: (2025)
por: Freeman, Laurence, et al.
Publicado: (2025)
ALBATROSS: Cheap Filtration Based Geometry via Stochastic Sub-Sampling
por: Stier, Andrew J., et al.
Publicado: (2025)
por: Stier, Andrew J., et al.
Publicado: (2025)
GOPHER: Optimization-based Phenotype Randomization for Genome-Wide Association Studies with Differential Privacy
por: Nandi, Anupama, et al.
Publicado: (2025)
por: Nandi, Anupama, et al.
Publicado: (2025)
Omni-QALAS: Optimized Multiparametric Imaging for Simultaneous T1, T2 and Myelin Water Mapping
por: Li, Shizhuo, et al.
Publicado: (2025)
por: Li, Shizhuo, et al.
Publicado: (2025)
How Mathematical Forms of Chemotherapy and Radiotherapy Bias Model-Optimized Predictions: Implications for Model Selection
por: Oh, Changin, et al.
Publicado: (2025)
por: Oh, Changin, et al.
Publicado: (2025)
A Large Sensor Foundation Model Pretrained on Continuous Glucose Monitor Data for Diabetes Management
por: Luo, Junjie, et al.
Publicado: (2024)
por: Luo, Junjie, et al.
Publicado: (2024)
Enhancing Morpho-Kinematic analysis for Plant Water Stress Classification through Leaf Movements
por: Polilli, Walter, et al.
Publicado: (2025)
por: Polilli, Walter, et al.
Publicado: (2025)
3D MR Fingerprinting for Dynamic Contrast-Enhanced Imaging of Whole Mouse Brain
por: Zhu, Yuran, et al.
Publicado: (2024)
por: Zhu, Yuran, et al.
Publicado: (2024)
Non-Destructive Carotenoid Quantification in Leaves via Raman Spectroscopy: Optimizing Treatment for Linear Discriminant Analysis
por: Park, Miri, et al.
Publicado: (2025)
por: Park, Miri, et al.
Publicado: (2025)
The Impact of Heatwaves on Population Health: A Large Language Model-Enhanced Agent-Based Simulation
por: Liu, Yuanhao, et al.
Publicado: (2026)
por: Liu, Yuanhao, et al.
Publicado: (2026)
A Regressor-Guided Graph Diffusion Model for Predicting Enzyme Mutations to Enhance Turnover Number
por: Yu, Xiaozhu, et al.
Publicado: (2024)
por: Yu, Xiaozhu, et al.
Publicado: (2024)
Longitudinal QSM: Enhancing consistency of multiple time point susceptibility maps via simultaneous reconstruction
por: Kim, Jiye, et al.
Publicado: (2026)
por: Kim, Jiye, et al.
Publicado: (2026)
Optimizing Temporal Waveform Analysis: A Novel Pipeline for Efficient Characterization of Left Coronary Artery Velocity Profiles
por: Geddes, Justen R, et al.
Publicado: (2024)
por: Geddes, Justen R, et al.
Publicado: (2024)
Evaluating New AI Cell Foundation Models on Challenging Kidney Pathology Cases Unaddressed by Previous Foundation Models
por: Wang, Runchen, et al.
Publicado: (2025)
por: Wang, Runchen, et al.
Publicado: (2025)
Ejemplares similares
-
MATLAB Plasmonic Nanoparticle Virion Counting and Interpretation System in Urban Populations
por: Hong, Bryan, et al.
Publicado: (2023) -
Bridging Clinical Narratives and ACR Appropriateness Guidelines: A Multi-Agent RAG System for Medical Imaging Decisions
por: Pambudi, Satrio, et al.
Publicado: (2025) -
ModernBERT + ColBERT: Enhancing biomedical RAG through an advanced re-ranking retriever
por: Rivera, Eduardo Martínez, et al.
Publicado: (2025) -
Guidelines in Wastewater-based Epidemiology of SARS-CoV-2 with Diagnosis
por: Fatima, Madiha, et al.
Publicado: (2023) -
Focal Loss Analysis of Peripapillary Nerve Fiber Layer Reflectance for Glaucoma Diagnosis
por: Tan, Ou, et al.
Publicado: (2024)