Publications

PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis featured image

PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis

C. Phan , T. Zhang , Y. Wu , Q. Xue , L. Cai , Z. Liu , S. Wang , Y. Jin
(Under review)
Project Page PDF Code Model
#Vision-Language Models #Reasoning #Pathology
Enhancing Pathological VLMs with Cross-scale Reasoning featured image

Enhancing Pathological VLMs with Cross-scale Reasoning

C. Phan , T. Zhang , Q. Xue , Y. Wu , D. Hu , Z. Liu , S. Wang , Y. Jin
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
Project Page PDF Code Model
#Vision-Language Models #Reasoning #Pathology
Never-smoker Under-representation in Training Data Reduces AI Performance for EGFR Mutation Prediction in Singapore Lung Adenocarcinoma Patients featured image

Never-smoker Under-representation in Training Data Reduces AI Performance for EGFR Mutation Prediction in Singapore Lung Adenocarcinoma Patients

C. J. H. Goh , T. Zhang , Y. Liu , C. Phan , et al. , H. K. Lee
(Under review)
#Bias and Fairness #Transformers #Lung Cancer
Clinical Features and Survival Analysis of Osteosarcoma Patients: A Vietnamese Nationwide Retrospective Study featured image

Clinical Features and Survival Analysis of Osteosarcoma Patients: A Vietnamese Nationwide Retrospective Study

C. Phan , Hung Nguyen , Phuong Cao
PDF
#Survival Analysis #Osteosarcoma
TransReg: Cross-transformer as the Auto-registration Module for Multi-view Mammogram Mass Detection featured image

TransReg: Cross-transformer as the Auto-registration Module for Multi-view Mammogram Mass Detection

H. C. Nguyen , C. Phan , H. H. Pham
PDF Code
#Deep Learning #Mammography #Breast Cancer
Exploring Cultural Alignment and Bias in Large Language Model: A Vietnamese Contextual Study featured image

Exploring Cultural Alignment and Bias in Large Language Model: A Vietnamese Contextual Study

C. Phan , Linh Le Dieu
PDF Code
#Bias and Fairness #Large-Language Models
A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms featured image

A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms

S. B. Tran , H. T. X. Nguyen , C. Phan , H. Q. Nguyen , H. H. Pham
IEEE Statistical Signal Processing Workshop
PDF
#Data Augmentation #Classification #Mammography