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J

Julio Silva-Rodríguez

university of quebec

12H-index
55Paper Count
496Citation Count
Published Papers 17
Publication Date
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Trustworthy Few-Shot Transfer of Medical VLMs Through Split Conformal Prediction
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII
IF0
err2026-01-01
err0
PREAI
errSilva-Rodriguez, Julio; Ben Ayed, Ismail; Dolz, Jose
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Few-Shot, Now for Real: Medical VLMs Adaptation Without Balanced Sets or Validation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII
IF0
err2026-01-01
err0
PREAI
errSilva-Rodriguez, Julio; Shakeri, Fereshteh; Ahie, Floudai; Dolz, Jose; Ben Ayed, Ismail
errShare
errSave
Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII
IF0
err2026-01-01
err0
PREAI
errBaklouti, Ghassen; Silva-Rodriguez, Julio; Dolz, Jose; Bahig, Houda; Ben Ayed, Ismail
errShare
errSave
Test-Time Adaptation of Medical Vision-Language Models
errFOUNDATION MODELS FOR GENERAL MEDICAL AI, MEDAGI 2025
IF0
err2026-01-01
err0
PREAI
errShakeri, Fereshteh; Baklouti, Ghassen; Silva-Rodriguez, Julio; Zanella, Maxime; Bahig, Houda; Dolz, Jose; Ben Ayed, Ismail
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errSave
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-07-01
err0
errOAAI
errSilva-Rodriguez, Julio; Dolz, Jose; Ben Ayed, Ismail
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errSave
HistoColAi: An open-source web platform for collaborative digital histology image annotation with AI-driven predictive integration
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2025-03-01
err0
errOAAI
errPulgarin-Ospina, Cristian Camilo; del Amor, Rocio; Silva-Rodriguez, Julio Jose; Colomer, Adrian; Naranjo, Valery
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errSave
A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-01-01
err0
PREAI
errSilva-Rodriguez, Julio; Chakor, Hadi; Kobbi, Riadh; Dolz, Jose; Ben Ayed, Ismail
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errSave
HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images
errVISUAL COMPUTER
IF2.9
err2024-06-08
err2
PREAI
errQian, 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
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errSave
Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2024-03-01
err7
errOAAI
errFernandez-Martin, Claudio; Silva-Rodriguez, Julio; Kiraz, Umay; Morales, Sandra; Janssen, Emiel A. M.; Naranjo, Valery
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errSave
Labeling confidence for uncertainty-aware histology image classification
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2023-07-01
err5
errOAAI
errdel Amor, Rocio; Silva-Rodriguez, Julio; Naranjo, Valery
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errSave
Supervised contrastive learning-guided prototypes on axle-box accelerations for railway crossing inspections
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-11-01
err4
errOAAI
errSilva-Rodriguez, Julio; Salvador, Pablo; Naranjo, Valery; Insa, Ricardo
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errSave
Constrained unsupervised anomaly segmentation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-08-01
err9
errOAAI
errSilva-Rodriguez, Julio; Naranjo, Valery; Dolz, Jose
errShare
errSave
Proportion constrained weakly supervised histopathology image classification
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2022-08-01
err8
errOAAI
errSilva-Rodriguez, Julio; Schmidt, Arne; Sales, Maria A.; Molina, Rafael; Naranjo, Valery
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errSave
Efficient Cancer Classification by Coupling Semi Supervised and Multiple Instance Learning
errIEEE ACCESS
IF3.6
err2022-01-01
err15
errOAAI
errSchmidt, Arne; Silva-Rodriguez, Julio; Molina, Rafael; Naranjo, Valery
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errSave
Self-Learning for Weakly Supervised Gleason Grading of Local Patterns
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2021-08-01
err25
errOAAI
errSilva-Rodriguez, Julio; Colomer, Adrian; Dolz, Jose; Naranjo, Valery
errShare
errSave
WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2021-03-01
err32
errOAAI
errSilva-Rodriguez, Julio; Colomer, Adrian; Naranjo, Valery
errShare
errSave
Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2020-10-01
err77
errOAAI
errSilva-Rodriguez, Julio; Colomer, Adrian; Sales, Maria A.; Molina, Rafael; Naranjo, Valery
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Tien Yin Wong
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张
张萍 (Ping Zhang)
H-index: 136 · Papers: 6.0K
C
Ching‐Yu Cheng
H-index: 115 · Papers: 1.1K
P
Pheng‐Ann Heng
H-index: 108 · Papers: 1.0K
贾
贾伟平 (Weiping Jia)
H-index: 101 · Papers: 1.2K
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