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  1. CredWise: A Controlled Agentic Decision-Intelligence Framework for Explainable and Auditable Credit-Risk Assessment

    Sep 29, 2026Aakash Kumar TiwariCredit Risk PredictionStep-Level Credit

  2. SMILESGNN: Interpretable Clinical Toxicity Prediction via SMILES-Graph Cross-Attention Fusion

    Sep 23, 2026Quang Minh Nguyen, Thuy Quynh Nguyen, Duc Minh Le +3Absorption, Distribution, Metabolism, And ExcretionToxicity

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

    Sep 15, 2026Yusuf Ozturk, Bengisu Atli, Enes Goktekin +2GossipFederated Averaging

  4. 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

  5. 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 +3Cancer DetectionRoc-Auc

  6. 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 DetectionOut-Of-Distribution

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

    Sep 9, 2026Siddharth Gupta, Jitin SinglaPolyp SegmentationRoc-Auc

  8. Robust Rank Aggregation for Multimodal Speech-Based Alzheimer's Disease Detection

    Sep 9, 2026Zemin Jin, Tomoko MatsuiAlzheimerRoc-Auc

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

    Sep 9, 2026Yuhei Fujioka, Daitaro Misawa, Tatsuyoshi Ikenoue +1Clinical PredictionElectronic Health Records

  10. 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-RayCnn-Transformer Tradeoff

  11. 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

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

    Aug 11, 2026Rofiqul Islam, Lilatul FerdouseSkin Lesion ClassificationMelanoma

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

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

  14. SAFECAST: Robust Failure Detection for VLA Policies with Contrast-Set Training and Calibration

    Aug 4, 2026Harshitha Rajaprakash, Aditeya Prajapati, Rong Xue +2Counterfactual LearningSafer

  15. Federated generative event models for tokenized electronic health records

    Aug 3, 2026Michael C. Burkhart, Luke Solo, Inhyeok Lee +8Medical World ModelElectronic Health Records

  16. What Makes Deep Learning Work for Traditional Chinese Medicine Tongue Diagnosis? A Comprehensive Ablation Study

    Jul 30, 2026Longxia Gao, Linan Wang, Yuhe Han +3Medical Image ClassificationDeep Learning

  17. Searching for Robust Augmentations to Improve Out-of-Domain Generalization in Dermoscopic Skin Cancer Classification

    Jul 29, 2026Alexander Kozachok, Ilya Latyshev, Evgeny Karpulevich +3Skin Lesion ClassificationData Augmentation

  18. When Does Muon Help Agentic Reinforcement Learning?

    Jul 17, 2026Kai Ruan, Jinghao Lin, Zihe Huang +4MuonAdam

  19. Nonlinear Axiomatic Attribution for Cooperative Games

    Jul 10, 2026Weida Li, Zhuanghua Liu, Yaoliang Yu +1Shapley ValueOptimal

  20. VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection

    Jul 7, 2026Sharayu N. Deshmukh, Md Rashidunnabi, Nelton Tiago Gemo +3Deepfake DetectionAi-Generated Image Detection

  21. ProCon: Projection-Consistency Memory for Training-Free Anomaly Detection

    Jul 6, 2026Joongwon Chae, Lihui Luo, Yang Liu +4Unsupervised DetectionRoc-Auc

  22. GlaKG: A Biomarker-Centric Fundus Knowledge Graph for Explainable Glaucoma Diagnosis and Risk Assessment

    Jul 6, 2026Cheng Huang, Jia Zhang, Yi Jiang +7Glaucoma DetectionBiomarker

  23. Detecting Answer-Driven Reasoning in LLM-Based Educational Tutors via Truncated Chain-of-Thought Auditing

    Jul 6, 2026Bonan Shen, Dingyan Shang, Youting Wang +1TutorsLLM Reasoning Strategies

  24. Interpretable vs Learned Encoders for High-Cardinality Fraud Detection

    Jul 1, 2026Xiao Han, Jingjing Liu, Moxuan Zheng +2Fraud DetectionXgboost Model

  25. Auditing Generalization in AI-Generated Video Detection: A Six-Control Protocol and the VidAudit Toolkit

    Jun 30, 2026Mert Onur Cakiroglu, Zhihe Lu, Mehmet Dalkilic +1Ai-Generated Video DetectionModel Auditing

  26. CaresAI at CT-DEB26: Detecting Dosing Errors In Clinical Trials Using Domain-Specific Transformer Embeddings and Classification Models

    Jun 29, 2026Leon Hamnett, Favour Igwezeke, Joseph Itopa Abubakar +1Clinical TrialsDose

  27. Compression-Driven Anomaly Detection in Brain MRI Using an Interpretable Quantum Autoencoder

    Jun 25, 2026Santanu Ganguly, Xing Liang, Dimitrios MakrisFunctional Magnetic Resonance ImagingAutoencoder Architectures

  28. QC-SMOTE: Quality-Controlled SMOTE for Imbalanced Classification

    Jun 23, 2026Parth Upman, Shreyank N GowdaOversamplingImbalanced Classification

  29. A Leakage-Aware Comparative Benchmark of Machine Learning, Deep Learning, and Transformer Models for Reliable Leukemia Detection

    Jun 23, 2026Nisreen AlbzourAcute Myeloid LeukemiaCancer Detection

  30. Physiology-Aware CNN and Zero-Shot Multimodal LLMs for ECG Image Classification: A Comparative Study

    Jun 22, 2026Khalil Ahammad, Derek Abbott, Mohsen DorrakiElectrocardiogram ClassificationPhysiological Data

  31. NoduLoCC2026: Lung Nodule Localization and Classification Contest from Chest X-Ray Images

    Jun 19, 2026Adnan Mustafic, Halim Benhabiles, Adnane Cabani +19Lung-Nodule Artificial IntelligenceChest X-Ray

  32. Beyond ROC-AUC: Operating-Point Performance Reporting for Biometric Verification

    Jun 13, 2026Ajan Ahmed, Masudul H. ImtiazBiometricsRoc-Auc

  33. D2H-AD: A Hybrid Model Utilizing Hyperdimensional Computing for Advanced Anomaly Detection

    Jun 11, 2026Ghazal Ghajari, Elaheh Ghajari, Ashutosh Ghimire +3Unsupervised DetectionDeep Learning

  34. AUCp: Pseudo-AUC for Inference Model Selection with Unlabeled Validation Data in Abnormality Detection

    Jun 7, 2026Md Mahfuzur Rahman Siddiquee, Fazle Rafsani, Jay Shah +4Graph Anomaly DetectionRoc-Auc

  35. A Rolling-Window Framework for Churn Prediction and Behavioral Driver Identification

    Jun 4, 2026Muhammad Jawad Mufti, Omar Hammad, Haitham Saleh +1Churn PredictionTemporal Dynamics

  36. DSU-Net: An Attention-Enhanced Dense Skip U-Net for Breast Lesion Segmentation in Mammographic Images

    Jun 3, 2026Reza Bozorgpour, Mohammadreza Soltany SadrabadiLesion SegmentationMammography

  37. Deep Learning-assisted AMD Staging based on OCT and OCT Angiography

    Jun 3, 2026Yukun Guo, Tristan T. Hormel, An-Lun Wu +4Optical Coherence TomographyCoronary Angiography

  38. Reliable Multilingual Orthopedic Decision Support from Clinical Narratives: Language-Aware Adaptation and Verification-Guided Deferral

    May 29, 2026Danish Ali, Li Xiaojian, Sundas Iqbal +1Multilingual Healthcare Q&ALanguage Pairs

  39. Benchmarking Inductive Biases for Multivariate Time-Series Anomaly Detection with a Robust Multi-View Channel-Graph Detector

    May 27, 2026Junhao Wei, Yanxiao Li, Bidong Chen +9Time-Series Anomaly DetectionMultivariate Time-Series

  40. Customer Churn Prediction on Structured Data Using FT-Transformer and Stacking Ensembles

    May 26, 2026Joyjit Roy, Samaresh Kumar Singh, Laxmi ShawChurn PredictionRoc-Auc

  41. Clinical Validation of the Melanoscope AI Mobile Dermoscopy Clinical Decision Support System

    May 26, 2026Elena Sergeevna Kozachok, Sergey Sergeevich SereginSkin Lesion ClassificationMelanoma

  42. HADS-Net:A Hybrid Attention-Augmented Dual-Stream Network with Physics-Informed Augmentation for Breast Ultrasound Image Classification

    May 19, 2026Chinedu Emmanuel Mbonu, Blessing Nwamaka Iduh, Joseph Ikechukwu Odo +1Clinical Ultrasound DatasetMedical Image Classification

  43. A Unified Three-Stage Machine Learning Framework for Diabetes Detection, Subtype Discrimination, and Cognitive-Metabolic Hypothesis Testing

    May 13, 2026Vishal Pandey, Ruzina Haque Laskar, Rishav TewariDiabetesContinuous Glucose Monitoring

  44. People-Centred Medical Image Analysis via Fairness-Aware Human-AI Cooperation

    Apr 28, 2026Zheng Zhang, Milad Masroor, Cuong Nguyen +6Human-Ai CollaborationAlgorithmic Fairness

  45. Aycromo: An Open-Source Platform for Automatic Chromosome Detection in Metaphase Images Based on Deep Learning

    Apr 27, 2026Jorge L. A. Lima, Filipe R. CordeiroMitotic FiguresRoc-Auc