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Main Authors:	Cho, Sunghwan Steve, Han, Yunseok, Do, Jaeyoung
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2605.15574
Tags:	Add Tag No Tags, Be the first to tag this record!

CXR-LT 2026 Challenge: Projection-Aware Multi-Label and Zero-Shot Chest X-Ray Classification
by: Cho, Juno, et al.
Published: (2026)

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays
by: Li, Xueyang, et al.
Published: (2025)

PaliGemma-CXR: A Multi-task Multimodal Model for TB Chest X-ray Interpretation
by: Musinguzi, Denis, et al.
Published: (2025)

Overview of the CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification
by: Dong, Hexin, et al.
Published: (2026)

CXR-TFT: Multi-Modal Temporal Fusion Transformer for Predicting Chest X-ray Trajectories
by: Arora, Mehak, et al.
Published: (2025)

Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays
by: Cho, Yeongjae, et al.
Published: (2024)

Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays
by: Zami, Abduz, et al.
Published: (2025)

M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation
by: Park, Jonggwon, et al.
Published: (2024)

VIRST: Video-Instructed Reasoning Assistant for SpatioTemporal Segmentation
by: Hong, Jihwan, et al.
Published: (2026)

CXR-LanIC: Language-Grounded Interpretable Classifier for Chest X-Ray Diagnosis
by: Tang, Yiming, et al.
Published: (2025)

HalluCXR: Benchmarking and Mitigating Hallucinations in Medical Vision-Language Models for Chest Radiograph Interpretation
by: Wang, Haoyu, et al.
Published: (2026)

SLaVA-CXR: Small Language and Vision Assistant for Chest X-ray Report Automation
by: Wu, Jinge, et al.
Published: (2024)

Benchmarking CXR Foundation Models With Publicly Available MIMIC-CXR and NIH-CXR14 Datasets
by: Shin, Jiho, et al.
Published: (2025)

Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning
by: Guan, Jinquan, et al.
Published: (2025)

GIT-CXR: End-to-End Transformer for Chest X-Ray Report Generation
by: Sîrbu, Iustin, et al.
Published: (2025)

XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays
by: Rahman, Umaima, et al.
Published: (2024)

VinDr-CXR-VQA: A Visual Question Answering Dataset for Explainable Chest X-Ray Analysis with Multi-Task Learning
by: Nguyen, Dang H., et al.
Published: (2025)

MEDIC-AD: Towards Medical Vision-Language Model's Clinical Intelligence
by: Park, Woohyeon, et al.
Published: (2026)

CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays
by: Lee, Hyungyung, et al.
Published: (2025)

CoCa-CXR: Contrastive Captioners Learn Strong Temporal Structures for Chest X-Ray Vision-Language Understanding
by: Chen, Yixiong, et al.
Published: (2025)

Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation
by: Liu, Kang, et al.
Published: (2025)

FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation
by: Pham, Trong Thang, et al.
Published: (2024)

CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection
by: Bai, Haoyu, et al.
Published: (2025)

3rd Place of MeViS-Audio Track of the 5th PVUW: VIRST-Audio
by: Hong, Jihwan, et al.
Published: (2026)

Exploring and Leveraging Class Vectors for Classifier Editing
by: Kim, Jaeik, et al.
Published: (2025)

CXR-CML: Improved zero-shot classification of long-tailed multi-label diseases in Chest X-Rays
by: Madhipati, Rajesh, et al.
Published: (2025)

Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation
by: Huang, Peng, et al.
Published: (2024)

CARL-CXR: Continual Adapter-Based Routing for Task-Unknown Chest Radiograph Classification
by: Kavitha, Muthu Subash, et al.
Published: (2026)

Temporal Inversion for Learning Interval Change in Chest X-Rays
by: Ko, Hanbin, et al.
Published: (2026)

RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
by: Han, Yunseok, et al.
Published: (2026)

RepViT-CXR: A Channel Replication Strategy for Vision Transformers in Chest X-ray Tuberculosis and Pneumonia Classification
by: Ahmed, Faisal
Published: (2025)

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs
by: Fang, Zhengru, et al.
Published: (2026)

MMPB: It's Time for Multi-Modal Personalization
by: Kim, Jaeik, et al.
Published: (2025)

X-Ray-CoT: Interpretable Chest X-ray Diagnosis with Vision-Language Models via Chain-of-Thought Reasoning
by: Ng, Chee, et al.
Published: (2025)

Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation
by: Nicolson, Aaron, et al.
Published: (2023)

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge
by: Holste, Gregory, et al.
Published: (2023)

GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
by: Liu, Bo, et al.
Published: (2024)

Augmenting Chest X-ray Datasets with Non-Expert Annotations
by: Cheplygina, Veronika, et al.
Published: (2023)

Fairness and Robustness of CLIP-Based Models for Chest X-rays
by: Sourget, Théo, et al.
Published: (2025)

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// 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'

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