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Bibliographic Details
Main Authors:	Dong, Hexin, Lin, Yi, Zhou, Pengyu, Feng, Xuan Zhong, Legasto, Alan Clint, Lin, Mingquan, Chen, Hao, Yang, Yuzhe, Shih, George, Peng, Yifan
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2602.22092
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)

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

Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning
by: Lin, Mingquan, et al.
Published: (2024)

Handling Supervision Scarcity in Chest X-ray Classification: Long-Tailed and Zero-Shot Learning
by: Pham, Ha-Hieu, et al.
Published: (2026)

LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges
by: Huang, Chin-Wei, et al.
Published: (2024)

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

A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation
by: Wu, Puzhen, et al.
Published: (2025)

CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray
by: Lin, Mingquan, et al.
Published: (2025)

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

How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?
by: Holste, Gregory, et al.
Published: (2023)

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

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

AMD-Mamba: A Phenotype-Aware Multi-Modal Framework for Robust AMD Prognosis
by: Wu, Puzhen, 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)

MI-CXR: A Benchmark for Longitudinal Reasoning over Multi-Interval Chest X-rays
by: Cho, Sunghwan Steve, et al.
Published: (2026)

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

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

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

Ensemble of ConvNeXt V2 and MaxViT for Long-Tailed CXR Classification with View-Based Aggregation
by: Yamagishi, Yosuke, et al.
Published: (2024)

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

Momentum-Anchored Multi-Scale Fusion Model for Long-Tailed Chest X-Ray Classification
by: Khuong, Duy Hoang, et al.
Published: (2026)

Loss Design and Architecture Selection for Long-Tailed Multi-Label Chest X-Ray Classification
by: Sulake, Nikhileswara Rao
Published: (2026)

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

Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports
by: Wei, Yishu, et al.
Published: (2026)

Overcoming Barriers in the Media Center
by: Winter, Clint
Published: (2011)

LongComp: Long-Tail Compositional Zero-Shot Generalization for Robust Trajectory Prediction
by: Stoler, Benjamin, et al.
Published: (2025)

DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets
by: Rangwani, Harsh, et al.
Published: (2024)

SemLT3D: Semantic-Guided Expert Distillation for Camera-only Long-Tailed 3D Object Detection
by: Vo, Hao, et al.
Published: (2026)

Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification
by: Chan, Skylar, et al.
Published: (2024)

CXR-LanIC: Language-Grounded Interpretable Classifier for Chest X-Ray Diagnosis
by: Tang, Yiming, 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)

CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection
by: Bai, Haoyu, 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)

RSNA Large Language Model Benchmark Dataset for Chest Radiographs of Cardiothoracic Disease: Radiologist Evaluation and Validation Enhanced by AI Labels (REVEAL-CXR)
by: Wei, Yishu, et al.
Published: (2026)

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

IMACT-CXR: An Interactive Multi-Agent Conversational Tutoring System for Chest X-Ray Interpretation
by: Le, Tuan-Anh, et al.
Published: (2025)

Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings
by: Lian, Chenyu, et al.
Published: (2026)

ProtoCLIP: Prototype-Aligned Latent Refinement for Robust Zero-Shot Chest X-Ray Classification
by: Kittler, Florian, et al.
Published: (2026)

Adaptive Test-Time Scaling for Zero-Shot Respiratory Audio Classification
by: Wang, Tsai-Ning, et al.
Published: (2026)

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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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