Julio Silva-Rodríguez - Publications, H-index & Citations

Julio Silva-Rodríguez

university of quebec

12H指数

55论文数

496被引数

收录论文 17

发表时间

Trustworthy Few-Shot Transfer of Medical VLMs Through Split Conformal Prediction 通过分割符合性预测实现医疗VLMs的可信赖小样本迁移

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII

IF0

2026-01-01

PREAI

Silva-Rodriguez, Julio; Ben Ayed, Ismail; Dolz, Jose

Few-Shot, Now for Real: Medical VLMs Adaptation Without Balanced Sets or Validation 零样本，现在真实：无需平衡集或验证的医疗视觉语言模型适应

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII

IF0

2026-01-01

PREAI

Silva-Rodriguez, Julio; Shakeri, Fereshteh; Ahie, Floudai; Dolz, Jose; Ben Ayed, Ismail

Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation 正则化低秩适配用于小样本器官分割

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII

IF0

2026-01-01

PREAI

Baklouti, Ghassen; Silva-Rodriguez, Julio; Dolz, Jose; Bahig, Houda; Ben Ayed, Ismail

Test-Time Adaptation of Medical Vision-Language Models 医学视觉-语言模型的测试时适应

FOUNDATION MODELS FOR GENERAL MEDICAL AI, MEDAGI 2025

IF0

2026-01-01

PREAI

Shakeri, Fereshteh; Baklouti, Ghassen; Silva-Rodriguez, Julio; Zanella, Maxime; Bahig, Houda; Dolz, Jose; Ben Ayed, Ismail

Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation 迈向基础模型及面向体素器官分割的少样本高效参数微调

MEDICAL IMAGE ANALYSIS

IF11.8

2025-07-01

OAAI

Silva-Rodriguez, Julio; Dolz, Jose; Ben Ayed, Ismail

HistoColAi: An open-source web platform for collaborative digital histology image annotation with AI-driven predictive integration

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2025-03-01

OAAI

Pulgarin-Ospina, Cristian Camilo; del Amor, Rocio; Silva-Rodriguez, Julio Jose; Colomer, Adrian; Naranjo, Valery

A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision 视网膜的基础语言图像模型 (FLAIR): 在文本监督中编码专家知识

MEDICAL IMAGE ANALYSIS

IF11.8

2025-01-01

PREAI

Silva-Rodriguez, Julio; Chakor, Hadi; Kobbi, Riadh; Dolz, Jose; Ben Ayed, Ismail

HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images HRDC挑战: 从眼底图像进行高血压和高血压性视网膜病变分类的公共基准

VISUAL COMPUTER

IF2.9

2024-06-08

PREAI

Qian, Bo; Wang, Xiangning; Guan, Zhouyu; Yang, Dawei; Ran, Anran; Li, Tingyao; Wang, Zheyuan; Wen, Yang; Shu, Xinming; Xie, Jinyang; Liu, Shichang; Xing, Guanyu; Silva-Rodriguez, Julio; Kobbi, Riadh; Li, Ping; Chen, Tingli; Bi, Lei; Kim, Jinman; Jia, Weiping; Li, Huating; Qin, Jing; Zhang, Ping; Cheng, Ching-Yu; Heng, Pheng-Ann; Wong, Tien Yin; Cheung, Carol Y.; Tham, Yih-Chung; Thalmann, Nadia Magnenat; Sheng, Bin

Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2024-03-01

OAAI

Fernandez-Martin, Claudio; Silva-Rodriguez, Julio; Kiraz, Umay; Morales, Sandra; Janssen, Emiel A. M.; Naranjo, Valery

Labeling confidence for uncertainty-aware histology image classification

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2023-07-01

OAAI

del Amor, Rocio; Silva-Rodriguez, Julio; Naranjo, Valery