Area Under The Receiver Operating Characteristic Curve

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Period ending 2026-09-21

15 new papers

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Period ending 2026-09-07

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  1. Open-Jev Judgments on CallScreenBench: Calibrated One-Pass Scam Screening with a Small Language Model

    Sep 21, 2026Simiao Ren, Kidus Zewde, Xingyu Shen +6Fraud DetectionFalse Positive Rate

  2. Prediction-Powered Smoothing and Validation for Disaggregated AI Evaluation

    Sep 17, 2026Sho Kawano, Zehang Richard Li, Paul A. ParkerArtificial Intelligence EvaluationConfidence Intervals

  3. Smart Insole Human Activity Recognition for Continuous Monitoring in Elderly Care

    Sep 16, 2026Edwin Rios, Antony Garcia, Fengpei Yuan +1Human Activity RecognitionWearable Devices

  4. Fallacy Benchmarks Measure Scheme Recognition, Not Fallacy Detection

    Sep 16, 2026Navyansh Singh, Animesh Pathak, Aarav SinghFalse Positive RateReasoning Benchmark

  5. Not All Nodes Are Created Equal: Homophily-Aware Stratification for Stable GNN Evaluation

    Sep 16, 2026Naga Venkata Sai Jitin Jami, Thomas Altstidl, Sebastian Hoefler +4Graph HomophilyGraph Neural Networks

  6. A Lightweight CNN Integrated Compact Convolutional Transformer for Multi-Scale Feature Learning and reducing computational complexity for breast cancer mammography image detection and classification

    Sep 16, 2026Md Taimur Ahad, Ainuddin AhmedMammographyHybrid Transformer

  7. The Unbearable Weight: Scaling Models and Methods for UAV Audio Classification

    Sep 15, 2026Andrew P. Berg, Qian Zhang, Mia Y. WangUnmanned Aerial VehiclesReal-Time Inference

  8. RoboVAD: A Large Cross-Domain Evaluation Benchmark for Anomaly Detection in Robotic Arm Manipulation Videos

    Sep 15, 2026Alexandru-Bogdan Dura, Sebastian Balmus, Radu Tudor IonescuVideo Anomaly UnderstandingAnomaly Detection

  9. A multimodal large language model for evidence-based autism spectrum disorder screening

    Sep 15, 2026Jun Chen, Qi Zhao, Yunliang Jiang +8Autism Spectrum DisorderScreening

  10. Decentralized Gossip Learning and Federated Averaging for Histopathology Image Classification

    Sep 15, 2026Yusuf Ozturk, Enes Goltekin, Bengisu Atli +2Federated AveragingNon-Small Cell Lung Cancer

  11. Assessing nnU-Net Generalization across Brain Tumor Populations in BraTS-GoAT 2026

    Sep 14, 2026Tristan Kirscher, Vivian Metzger, Philippe Meyer +1Brain Tumor SegmentationBrain Tumor Classification

  12. PIDS-Bench: Evaluating Prompt-Injection Detectors Under Over-Defense, Obfuscation, and Distribution Shift

    Sep 14, 2026Yusuf Khalid Shire, Sang-Chul KimIndirect Prompt InjectionIn-Distribution

  13. A Multimodal Explainable Deep Learning Framework for Alzheimer's Disease Diagnosis using 3D Magnetic Resonance Imaging and Clinical Data

    Sep 14, 2026Yusuf Brima, Marcellin Atemkeng, Lakshmana Rao Namamula +1AlzheimerMultimodal Clinical Data

  14. PLSP (Pre-hoc Liminal Space Profiling): OOD Prediction over Detection -- An Anticipatory Approach for Machine Learning Model Reliability

    Sep 14, 2026Vipul Bansal, Himanshu Buckchash, Balasubramanian Raman +1Out-Of-Distribution DetectionMachine Learning

  15. A Dual Cross-Attention Framework for Colposcopic CIN Grading and Swede Score Prediction Using a New Multi-Center Dataset

    Sep 14, 2026Dania Khan, Nuzhat Aisha Shaikh, Asfina Hassan Juicy +3Non-Small Cell Lung CancerAuc-Roc

  16. Estimating Pedestrian Volumes from GIS-Derived Built-Environment Features: A Machine Learning Framework

    Sep 14, 2026Bahareh Golchin, Banafsheh Rekabdar, Sirisha Kothuri +1Urban EnvironmentsGradient Boosted Tree

  17. Prevalence Determines Precision:Silent Contamination in Detector-Defined Datasets

    Sep 12, 2026Jia Huang, Yankai Wan, Yangjun OuPrevalenceContamination

  18. Counterfactual Marginalisation: Framework for Evaluating Robustness to Nuisance Variables

    Sep 12, 2026Yasin Ibrahim, Hermione Warr, Robin J. Evans +1Counterfactual ReasoningCross Validation

  19. AUC Maximization from Biased Positive-unlabeled Data with Confidence

    Sep 12, 2026Atsutoshi Kumagai, Tomoharu Iwata, Hiroshi Takahashi +3Positive--Unlabeled LearningArea Under The Receiver Operating Characteristic Curve

  20. LAION-Mobile: Evaluating Deepfake Detectors On One Million Smartphone Photos

    Sep 11, 2026Achim von Stryk, Janis KeuperExplainable Deepfake DetectionDeepfake Detection

  21. Target leakage, not model class, explains reported accuracy in survey-based cardiovascular screening: a leakage-tiered audit of glass-box and tabular foundation models

    Sep 11, 2026Raad Bin Tareaf, Murad Al-Rajab, Samia Loucif +2Area Under The Receiver Operating Characteristic CurveCardiometabolic Risk

  22. Cross-Model Agreement as a Deployment-Time Reliability Signal for Automatic Polyp Segmentation

    Sep 9, 2026Siddharth Gupta, Jitin SinglaPolyp SegmentationAuc-Roc

  23. In Medical Claims Data, Enhancing Predictive Performance for Major Adverse Cardiovascular Events Using Cross Attention

    Sep 9, 2026Yuhei Fujioka, Daitaro Misawa, Tatsuyoshi Ikenoue +1Clinical PredictionAuc-Roc

  24. Evaluating Model Retraining under Drift: Paired Comparisons of Cumulative Subgroup Disparity

    Sep 9, 2026Aaron CerossSubgroup InformationRetraining

  25. Safe to Stop? Risk-Constrained Stopping for Sequential Clinical Diagnosis Agents

    Sep 9, 2026Yuexin Wu, Vasile RusClinical Decision SupportArea Under The Receiver Operating Characteristic Curve

  26. Leveraging Cardiac Imaging to Improve ECG-Based Detection of Chagas Disease in Resource-Constrained Settings

    Sep 8, 2026Laura Alvarez-Florez, Daniel Uyterlinde, Samuel Ruipérez-Campillo +3Cardiac Magnetic Resonance ImagingArea Under The Receiver Operating Characteristic Curve

  27. Rethinking Sign Language Translation: The Impact of Signer Dependence on Model Evaluation

    Sep 7, 2026Keren Artiaga, Sabyasachi Kamila, Haithem Afli +2Sign Language RecognitionOnline Signature Verification

  28. Prevalence calibration as shortcut mitigation

    Sep 7, 2026Mohamed Amine Kina, Eike PetersenShortcutsArea Under The Receiver Operating Characteristic Curve

  29. Parser-Free VLM Verification for Federated Weakly Supervised Video Anomaly Detection

    Sep 7, 2026Sébastien Thuau, Amira Gran, Siba Haidar +1Video Anomaly UnderstandingAva-Vlm

  30. OCR-EDR: Rendering-Aware Diagnosis and Repair for Closed-Loop OCR Improvement

    Sep 3, 2026Linnan Zhao, Kang Liu, Hao Yu +3Optical Character RecognitionAuc-Roc

  31. When Can a Machine Trust a Statute? A Survival Certificate for Machine-Extracted Legal Logic

    Sep 1, 2026Surya SakaPredictive LawAdjudication

  32. Hearing the Whispers: Black-Box Membership Inference Attacks on Finetuned TTS Models

    Sep 1, 2026Kunlin Cai, Kaiyuan Zhang, Zihang Xiang +4Discrete Speech RepresentationsMembership Inference Attacks

  33. A Multi-Branch Feature Fusion Approach for Health Misinformation Detection and Propagation

    Aug 31, 2026Mkululi Sikosana, Sean Maudsley-Barton, Oluwaseun AjaoMisinformation DetectionMisinformation

  34. Two tests of phase-structure features for transition prediction

    Aug 31, 2026Abraham ChachamovitsArea Under The Receiver Operating Characteristic CurveClinical Prediction

  35. Real-Time Video Anomaly Detection Using YOLO Pose Estimation and CLIP-Based Semantic Scoring

    Aug 31, 2026Vanodhya G. Warnasooriya, Amir Hajian, Watchara Ruangsang +1Video Anomaly UnderstandingFine-Grained Video Understanding

  36. LLM Judges Verify Presence, Not Absence: Omission Blindness in AI Clinical Notes and What Recovers It

    Aug 31, 2026Sebastian Fox, Luke Markham, Ryan Lail +1Large Language Model JudgesFalse Positive Rate

  37. Collapsibility of Performance Metrics in Clinical Predictive AI

    Aug 31, 2026João Matos, Ben Van Calster, Richard D. Riley +2Artificial Intelligence EvaluationPerformance Metric

  38. Beyond Accuracy: Quantifying Pulmonary Attribution in Anatomy-Guided Chest X-Ray Classification Under Domain Shift

    Aug 31, 2026Abdullah Al Mamun, Md. Nasif Osman Khansur, Md Ashraful Hossen Akash +2Chest X-RayAuc-Roc

  39. Federated Multi-Task Learning for Bladder Tumor Segmentation and MIBC Classification Using a Hybrid CNN-Transformer Architecture

    Aug 31, 2026Malhar Udmale, Divyanshu Dwivedi, Aarohi Dhand +3Lesion SegmentationSwin

  40. Self-Supervised Pretext Tasks for Infant Cry Analysis: A Controlled Comparison and a Cautionary Result on Donateacry

    Aug 31, 2026Luigi SimeoneSelf-Supervised Speech ModelsSelf-Supervised

  41. PRIME: Mitigating Subgroup Optimization Competition in Shared CTR Top Networks with Plug-in Residual Input-Conditioned Mixture of Expert

    Aug 31, 2026Heng Yao, Siyun Hou, Tianying Liu +8Mixture-of-Experts ModelsClick-Through Rate Prediction

  42. When Does a Classifier Help an LLM? Classifier-Guided Prompting and Hybrid Classifier-LLM Models for Credit-Default Prediction

    Aug 30, 2026Rishi Datta, Lavanya PrahalladCredit Risk PredictionPrompt Engineering

  43. High-dimensional networks and mean squared error for possibly misspecified models

    Aug 13, 2026Lourens WaldorpLassoHigh-Dimensional Data

  44. Less Annotation, More Interpretation: Prior-Guided Concept Bottleneck Models for Interpretable Cancer Imaging Diagnosis

    Aug 13, 2026Baoqiang Ma, Kenneth GilhuijsClass-Incremental Concept Bottleneck ModelArea Under The Receiver Operating Characteristic Curve

  45. CoMedBench: A Multi-Source Benchmark of Synthetic Medical Data Fidelity and Downstream Utility

    Aug 13, 2026Akanta Das, Al Amin Farhad, Mrinmoy Sarkar Anto +3Synthetic DataArea Under The Receiver Operating Characteristic Curve

  46. Which Site, and When: A Free-Satellite-Data Test of Himalayan Glacial Lake Bursts, Landslides, and Ice Floods

    Aug 12, 2026Matthew Kahn, Milan Arjel, Nirmala Adhikari +2LandslidesSen1Floods11

  47. Uncertainty-Aware and Explainable Ensemble Deep Learning Framework for Multi-Class Skin Lesion Classification

    Aug 11, 2026Rofiqul Islam, Lilatul FerdouseSkin Lesion ClassificationAuc-Roc

  48. Chartography: A Benchmark for Professional Chart Understanding

    Aug 11, 2026Suhaas Garre, Chris Mutty, Sushant Mehta +1ChartReasoning Graphs

  49. RadFusion: Towards Threshold-Controllable Radiology Report Generation

    Aug 11, 2026Ying Jin, Noel C. F. Codella, John Corring +3Radiology Report GenerationReport

  50. Similarity Gates Approve Reversals: A Validity Audit of Embedding-Cosine Thresholds in Agent Systems

    Aug 10, 2026Scott E. FriasAlgorithm AuditingText Corpora

  51. When Repository Labels Are Not Image-Level Truth: A Supervision Auditing Framework for Chest Radiograph AI

    Aug 10, 2026Yesika Alexandra Agudelo-Londoño, Jhon Wilmer Pino-Román, Brahian Carrera Rodríguez +9Chest X-RayMedical Imaging Datasets

  52. Disentangling Co-Occurring Retinal Pathologies with Saliency-Guided Sparse Expert Routing

    Aug 10, 2026Nagur Shareef Shaik, Jeongwoo Park, Yeong-Jin Kim +3Interpretable Diabetic Retinopathy GradingFundus Images

  53. Measuring the Wrong Thing: Internal Harmfulness Scores Anti-Rank Successful Jailbreaks

    Aug 10, 2026Mingyu Luo, Ming Deng, Zilang Qiu +8Jailbreak EvaluationsJailbreak Detection

  54. A Domain-Structured Ensemble Framework for Perioperative Outcome Prediction Using Electronic Health Record Data

    Aug 9, 2026Shikhar Shukla, Cristina BarboiClinical Decision SupportInternational Classification Of Disease Codes

  55. Federated Attention Autoencoders with a Stochastic Aggregation Scheme for Anomaly Detection

    Aug 9, 2026Mihailo Ilić, Miloš Savić, Vladimir Kurbalija +3Reconstruction-Based Anomaly DetectionFederated Learning

  56. ARC: Augmented-Rank Conformalization for Changepoint Localization --- Finite-Sample Validity and Distribution-Robust Efficiency

    Aug 9, 2026Chenchen Peng, Mixia Wu, Qijing Yan +2Change-Point DetectionFinite-Sample Coverage Guarantees

  57. Conformal Calibration for Multi-Modal Regression with Missing Modalities

    Aug 7, 2026Ilia AziziMissing ModalitiesConformal Calibration

  58. Multi-Task Consistency-based Detection of Adversarial Attacks

    Aug 7, 2026Cong Chen, Jean-Philippe Monteuuis, Jonathan PetitAutonomous Driving PerceptionObject Detection

  59. Machine Learning and ARIMA Model Averaging for Adaptive Public Health Forecasting: Comparative Evaluation and an Ontario COVID-19 Case Study

    Aug 7, 2026Yushu Zou, Ye Li, Johra Moosa +3Covid-19Cross Validation

  60. Perturbation Sensitivity at Convergence: A Simple Signal for Identifying Spuriously Correlated Samples

    Aug 5, 2026Nilesh KumarSpurious CorrelationsEmpirical Risk Minimization