logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
J

José Dolz

university of quebec

31H-index
215Paper Count
3.9KCitation Count
Published Papers 47
Publication Date
logo
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
errShare
errSave
REFLECT: Rectified Flows for Efficient Brain Anomaly Correction Transport
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT IV
IF0
err2026-01-01
err0
PREAI
errBeizaee, Farzad; Hajimiri, Sina; Ben Ayed, Ismail; Lodygensky, Gregory; Desrosiers, Christian; Dolz, Jose
errShare
errSave
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
errShare
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
errShare
errSave
Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-04-01
err0
errOAAI
errBeizaee, Farzad; Lodygensky, Gregory A.; Adamson, Chris L.; Thompson, Deanne K.; Cheong, Jeanie L. Y.; Spittle, Alicia J.; Anderson, Peter J.; Desrosiers, Christian; Dolz, Jose
errShare
errSave
Neighbor-aware calibration of segmentation networks with penalty-based constraints
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-04-01
err0
PREAI
errMurugesan, Balamurali; Vasudeva, Sukesh Adiga; Liu, Bingyuan; Lombaert, Herve; Ben Ayed, Ismail; Dolz, Jose
errShare
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
errShare
errSave
An AI-Assisted System for Screening of Diabetic Macular Edema (DME) by Using Real-World Fundus Images
errDIABETES RESEARCH AND CLINICAL PRACTICE
IF7.4
err2024-03-01
err0
PREAI
errKabir, W.; Chakor, H.; Kobbi, R.; Chelbi, J.; Racine, M. A.; St-Jacques, J.; Schwirtz, D.; Madteossian, L.; Ben Ayed, I.; Dolz, J.
errShare
errSave
Hybrid Classification of Hypertensive Retinopathy (HR) in General Population Based on Artificial Intelligence
errDIABETES RESEARCH AND CLINICAL PRACTICE
IF7.4
err2024-03-01
err0
PREAI
errDj, H. Chakor; Kabir, W.; Kobbi, R.; Chelbi, J.; Racine, M. A.; St-Jacques, J.; Schwirtz, D.; Madteossian, L.; Dolz, J.; Ben Ayed, I.
errShare
errSave
Anatomically-aware uncertainty for semi-supervised image segmentation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-01-01
err6
errOAAI
errAdiga, V. Sukesh; Dolz, Jose; Lombaert, Herve
errShare
errSave
Do we really need dice? The hidden region-size biases of segmentation losses
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-01-01
err4
errOAAI
errLiu, Bingyuan; Dolz, Jose; Galdran, Adrian; Kobbi, Riadh; Ben Ayed, Ismail
errShare
errSave
Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks
errSCIENTIFIC REPORTS
IF3.9
err2023-08-15
err1
errOAAI
errBeizaee, Farzad; Bona, Michele; Desrosiers, Christian; Dolz, Jose; Lodygensky, Gregory
errShare
errSave
State-of-the-art retinal vessel segmentation with minimalistic models (vol 12, 6174, 2022)
errSCIENTIFIC REPORTS
IF3.9
err2023-08-07
err0
errOAAI
errGaldran, Adrian; Anjos, Andre; Dolz, Jose; Chakor, Hadi; Lombaert, Herve; Ayed, Ismail Ben
errShare
errSave
Calibrating segmentation networks with margin-based label smoothing
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-07-01
err10
errOAAI
errMurugesan, Balamurali; Liu, Bingyuan; Galdran, Adrian; Ben Ayed, Ismail; Dolz, Jose
errShare
errSave
Segmentation with mixed supervision: Confidence maximization helps knowledge distillation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-01-01
err9
errOAAI
errLiu, Bingyuan; Desrosiers, Christian; Ben Ayed, Ismail; Dolz, Jose
errShare
errSave
Source-free domain adaptation for image segmentation
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-11-01
err32
errOAAI
errBateson, Mathilde; Kervadec, Hoel; Dolz, Jose; Lombaert, Herve; Ben Ayed, Ismail
errShare
errSave
Incremental multi-target domain adaptation for object detection with efficient domain transfer
errPATTERN RECOGNITION
IF7.6
err2022-09-01
err16
errOAAI
errNguyen-Meidine, Le Thanh; Kiran, Madhu; Pedersoli, Marco; Dolz, Jose; Blais-Morin, Louis -Antoine; Granger, Eric
errShare
errSave
Attention-Based Dynamic Subspace Learners for Medical Image Analysis
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-09-01
err0
errOAAI
errAdiga, Sukesh, V; Dolz, Jose; Lombaert, Herve
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dinggang Shen
H-index: 143 · Papers: 2.1K
P
Peter J. Anderson
H-index: 103 · Papers: 684
W
Weili Lin
H-index: 90 · Papers: 919
王
王俐 (Li Wang)
H-index: 87 · Papers: 1.4K
J
Jeanie L.Y. Cheong
H-index: 66 · Papers: 398
View more