AURAD: Anatomy-Pathology Unified Radiology Synthesis with Progressive Representations

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Ding, Shuhan, Fu, Jingjing, Gu, Yu, Sangani, Naiteek, Wei, Mu, Vozila, Paul, Liu, Nan, Bian, Jiang, Poon, Hoifung
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Image and Video Processing Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning
di: Fischer, Maximilian, et al.
Pubblicazione: (2025)

UnPuzzle: A Unified Framework for Pathology Image Analysis
di: Liao, Dankai, et al.
Pubblicazione: (2025)

PuzzleTuning: Explicitly Bridge Pathological and Natural Image with Puzzles
di: Zhang, Tianyi, et al.
Pubblicazione: (2023)

MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging
di: Codella, Noel C. F., et al.
Pubblicazione: (2024)

Untangling Vascular Trees for Surgery and Interventional Radiology
di: Houry, Guillaume, et al.
Pubblicazione: (2025)

XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model
di: Hashmi, Anees Ur Rehman, et al.
Pubblicazione: (2024)

Anatomy-Guided Surface Diffusion Model for Alzheimer's Disease Normative Modeling
di: Zhang, Jianwei, et al.
Pubblicazione: (2024)

From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification
di: Li, Xue, et al.
Pubblicazione: (2025)

AI-Generated Annotations Dataset for Diverse Cancer Radiology Collections in NCI Image Data Commons
di: Murugesan, Gowtham Krishnan, et al.
Pubblicazione: (2023)

I$^2$VC: A Unified Framework for Intra- & Inter-frame Video Compression
di: Liu, Meiqin, et al.
Pubblicazione: (2024)

Automatically Generating Narrative-Style Radiology Reports from Volumetric CT Images; a Proof of Concept
di: Borghouts, Marijn
Pubblicazione: (2024)

Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?
di: Elphick, Matouš, et al.
Pubblicazione: (2024)

Physics-Informed Implicit Neural Representations for Joint B0 Estimation and Echo Planar Imaging
di: Huang, Wenqi, et al.
Pubblicazione: (2025)

HINER: Neural Representation for Hyperspectral Image
di: Shi, Junqi, et al.
Pubblicazione: (2024)

A Cross Spatio-Temporal Pathology-based Lung Nodule Dataset
di: Jian, Muwei, et al.
Pubblicazione: (2024)

Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation
di: Zhou, Qin, et al.
Pubblicazione: (2025)

Pixel super-resolved lensless on-chip sensor with scattering multiplexing
di: Chang, Xuyang, et al.
Pubblicazione: (2021)

Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration
di: Liu, Yang, et al.
Pubblicazione: (2023)

To What Extent Do Token-Level Representations from Pathology Foundation Models Improve Dense Prediction?
di: Chen, Weiming, et al.
Pubblicazione: (2026)

ReXplain: Translating Radiology into Patient-Friendly Video Reports
di: Luo, Luyang, et al.
Pubblicazione: (2024)

PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI
di: Liu, Peirong, et al.
Pubblicazione: (2024)

Unlocking the Potential of Digital Pathology: Novel Baselines for Compression
di: Fischer, Maximilian, et al.
Pubblicazione: (2024)

EDU-Net: Retinal Pathological Fluid Segmentation in OCT Images with Multiscale Feature Fusion and Boundary Optimization
di: Lei, Zijun, et al.
Pubblicazione: (2026)

FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis
di: Duan, Yaofei, et al.
Pubblicazione: (2025)

Anatomy-Aware Lymphoma Lesion Detection in Whole-Body PET/CT
di: Bendazzoli, Simone, et al.
Pubblicazione: (2025)

A Synthetic Data-Driven Radiology Foundation Model for Pan-tumor Clinical Diagnosis
di: Lei, Wenhui, et al.
Pubblicazione: (2025)

Multistain Pretraining for Slide Representation Learning in Pathology
di: Jaume, Guillaume, et al.
Pubblicazione: (2024)

MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
di: Xu, Yanwu, et al.
Pubblicazione: (2023)

Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology
di: Qi, Lirui, et al.
Pubblicazione: (2025)

Goal-Oriented Semantic Communication for Wireless Image Transmission via Stable Diffusion
di: Li, Nan, et al.
Pubblicazione: (2024)

Anatomy-Preserving Latent Diffusion for Generation of Brain Segmentation Masks with Ischemic Infarct
di: Borrego, Lucia, et al.
Pubblicazione: (2026)

Adaptive Wireless Image Semantic Transmission: Design, Simulation, and Prototype Validation
di: Ding, Jiarun, et al.
Pubblicazione: (2024)

LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
di: Zhang, Hantao, et al.
Pubblicazione: (2024)

End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images
di: Qiu, Zhongwei, et al.
Pubblicazione: (2024)

Learning Segmentation from Radiology Reports
di: Bassi, Pedro R. A. S., et al.
Pubblicazione: (2025)

Generating Progressive Images from Pathological Transitions via Diffusion Model
di: Liu, Zeyu, et al.
Pubblicazione: (2023)

Combining Progressive Image Compression and Random Access in DNA Data Storage
di: Pic, Xavier, et al.
Pubblicazione: (2025)

BrainNormalizer: Anatomy-Informed Pseudo-Healthy Brain Reconstruction from Tumor MRI via Edge-Guided ControlNet
di: Kwak, Min Gu, et al.
Pubblicazione: (2025)

Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation
di: Ma, Jiabo, et al.
Pubblicazione: (2024)

GS-DOT: Gaussian splatting-based image reconstruction for diffuse optical tomography
di: Jiang, Jingjing
Pubblicazione: (2026)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
ui	"standard"
language	"it"
VUFIND_SESSION	"7b5606aa30701236467c56e3477ff155"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790970624.3123 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "7b5606aa30701236467c56e3477ff155" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"ui=standard; language=it; VUFIND_SESSION=7b5606aa30701236467c56e3477ff155"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.142"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"2090"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2509_04819/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2509_04819/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790970624.308
REQUEST_TIME	1790970624

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler