Qianni Zhang

London, ENG E14NS, United Kingdom

Last Updated: 09/26/2026

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Found 32 publications

Bridging Species with AI: A Cross-Species Deep Learning Model for Fracture Detection and Beyond.

Bridging Species with AI: A Cross-Species Deep Learning Model for Fracture Detection and Beyond.

Journal: Bioengineering (Basel, Switzerland)
Published: January 07, 2026

GoLoCo-Net: global-local guided contextual attention network for medical images segmentation.

GoLoCo-Net: global-local guided contextual attention network for medical images segmentation.

Journal: Scientific reports
Published: December 01, 2025

IntraCross: Cross-modality graph matching for intravascular sequence registration.

IntraCross: Cross-modality graph matching for intravascular sequence registration.

Journal: Computers in biology and medicine
Published: September 30, 2025

A novel framework for fully automated co-registration of intravascular ultrasound and optical coherence tomography imaging data.

A novel framework for fully automated co-registration of intravascular ultrasound and optical coherence tomography imaging data.

Journal: European heart journal. Digital health
Published: August 06, 2025

Deep learning-based plaque characterization in hybrid IVUS-OCT images is superior to single-modality deep learning analysis and human experts: head-to-head comparison against histology.

Deep learning-based plaque characterization in hybrid IVUS-OCT images is superior to single-modality deep learning analysis and human experts: head-to-head comparison against histology.

Journal: Cardiovascular research
Published: July 20, 2025

MICCAI STS 2024 challenge: Semi-supervised instance-level tooth segmentation in panoramic X-ray and CBCT images.

MICCAI STS 2024 challenge: Semi-supervised instance-level tooth segmentation in panoramic X-ray and CBCT images.

Journal: Medical image analysis
Published: July 16, 2025

Deep learning for liver lesion segmentation and classification on staging CT scans of colorectal cancer patients: a multi-site technical validation study.

Deep learning for liver lesion segmentation and classification on staging CT scans of colorectal cancer patients: a multi-site technical validation study.

Journal: Clinical radiology
Published: December 02, 2024

POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation.

POLYCORE: Polygon-based contour refinement for improved Intravascular Ultrasound Segmentation.

Journal: Computers in biology and medicine
Published: May 24, 2024

Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review.

Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review.

Journal: Journal of imaging
Published: February 27, 2024

Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images.

Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images.

Journal: Journal of medical imaging (Bellingham, Wash.)
Published: October 11, 2023

Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector.

Lesion Detection in Optical Coherence Tomography with Transformer-Enhanced Detector.

Journal: Journal of imaging
Published: September 04, 2023

CARDIAN: a novel computational approach for real-time end-diastolic frame detection in intravascular ultrasound using bidirectional attention networks.

CARDIAN: a novel computational approach for real-time end-diastolic frame detection in intravascular ultrasound using bidirectional attention networks.

Journal: Frontiers in cardiovascular medicine
Published: June 30, 2023
Showing 1-12 of 32

Last Updated: 09/26/2026