Cohort

Momentum

9 papers in the last four weeks, up 29% on the four weeks before. 0.1% of all new papers.

Jul 6Week of Sep 21

Latest papers 69

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  1. Challenges and Solutions for Bandits in the Wild: Warm-Started Mixture Bandits for Cross-Cohort Slate Recommendation

    Sep 29, 2026Serafima Lebedeva, Sumantrak Mukherjee, Ali Arshad Sadal +8RecommendationBandits

  2. Evaluating the Generalization of Neuroimaging Foundation Models on African Brain MRI

    Sep 21, 2026Oluwatobi Iyanuoluwa Akinmuleya, Olatokun Shamsudeen Akano, Samuel Danquah Ankapong +2Multimodal NeuroimagingMagnetic Resonance Imaging

  3. Interpretable Multi-Instance Learning Enables Early Prediction of Key Molecular Alterations from Routine Flow Cytometry in Acute Myeloid Leukemia

    Sep 16, 2026Jonathan Legrand, Aguirre Mimoun, Baudouin Denis de Senneville +3Acute Myeloid LeukemiaMultiple Instance Learning

  4. Beyond In-Distribution Metrics: A Systematic Out-of-Distribution Evaluation of Congenital Heart Disease Segmentation

    Sep 15, 2026Aniketh Vijesh, Shrisharanyan Vasu, Abhijit Ramesh +5EchocardiographyCardiac

  5. Attributing Cohen's d: Training Data Attribution for Disease-Related Effects in Normative Age Biomarkers

    Sep 7, 2026Jakob Snel, Marc-Andre SchulzVascular AgeCohort

  6. PhenoBench: Mapping What a Deeply Phenotyped Human Cohort Can Tell Us

    Sep 5, 2026Gal Sapir, Alon Diament, Adva Wolf +7PhenotypesCohort

  7. Conditional Flow Matching for Cross-Field MRI Harmonisation

    Sep 1, 2026Baris Imre, Aram Salehi, Levente Baljer +3Magnetic Resonance ImagingConditional Flow Matching

  8. Flow-based conditional cardiac anatomy generation for virtual cohorts

    Aug 10, 2026Konstantinos Kevopoulos, Beatrice Moscoloni, Benjamin Alheit +4End-To-End 4D Heart Mesh Recovery Across Full-StackCardiac Motion

  9. FemWear: A Parameter-Efficient Wearable Foundation Model for Women's Health

    Aug 8, 2026Yifan Wang, Chenzhong LiWearable PhysiologyWireless Foundation Models

  10. CohortHijack: Robustness of Single Cell Annotation to Companion Cell Removal

    Aug 6, 2026Arash Vashagh, Yasmin VashaghCellsCohort

  11. From Continuous Predictors to Clinical Thresholds: Early Evidence on Performance Trade-offs of Guideline-Based Categorisation for Ischaemic Stroke Outcome Prediction

    Aug 5, 2026Esra Zihni, Katryna Cisek, Hamzah Ziadeh +3Clinical PredictionStroke

  12. Patients-like-me: A Variational LM--GNN Framework for Explainable Clinical Prediction

    Aug 4, 2026Xinyu Wang, Yixuan Li, Hanwei Wu +4Medical World ModelClinical Prediction

  13. Characterizing Treatment-Context Medication Evidence Across Clinic Notes and Structured EHR Medication History

    Aug 3, 2026Mingyang Jiang, Congning Ni, Weixin Liu +1Medication LeafletElectronic Health Records

  14. Fracture Risk Prediction in Adults Over 50 Years Old Using DXA and EHR: Comparison of Traditional and Machine Learning Models in Two Large Cohorts

    Jul 25, 2026Jiahe Qian, Hao Dai, Kunyu Yu +6Electronic Health RecordsCohort

  15. Scaling Up Formal Representation of Clinical Trial Protocols in Ensemble Logic Using LLMs: A Preliminary Study

    Jul 23, 2026Yan Huang, Xubing Hao, Xiaojin Li +4Clinical TrialsNatural Language

  16. Real-World Evaluation of an AI Agent Drafting Translational Impact Summaries

    Jul 18, 2026Mohammad Arvan, Amber E. Osterholt, Bailee Rue +5Scholar Information DatabaseArtificial Intelligence Agents

  17. Optimizing Clinical Trial Protocols Using EHR-Derived Heterogeneous Treatment Effects

    Jul 18, 2026Xiaodi Li, Munhuwan Lee, Pengyang Li +5Heterogeneous Treatment EffectsClinical Trials

  18. Demographically-Conditioned Synthetic Medical Images for Bias Mitigation and Bias Detection in Disease Classifiers

    Jul 16, 2026Mahmoud Ibrahim, Bart Elen, Chang Sun +2Synthetic Image DetectionFairness Audits

  19. Imputation-free transformer learning enables robust Alzheimer's disease prediction and calibrated uncertainty quantification across heterogeneous clinical cohorts

    Jul 13, 2026Christelle Schneuwly Diaz, Narmina Baghirova, Duy-Thanh Vu +4AlzheimerImputation

  20. SHIFT: Survival Prediction from Incomplete and Heterogeneous Genomic Data

    Jul 4, 2026Muhammet Sami Yavuz, Ayhan Can Erdur, Sabri Mustafa Kahya +2Survival PredictionsGenome-Wide Association Study

  21. Foundation Models vs. Radiomics for Lung Computed Tomography: A Benchmark of Feature Extractors, Classification Heads, and Segmentation Choices

    Jul 1, 2026Nils Neukirch, Martin Maurer, Nils StrodthoffRadiomicsCohort

  22. How Early Is Early Enough? Design-Dependent Observation-Window Sufficiency in Subscription Churn Prediction

    Jul 1, 2026Xiao Han, Yao Xiao, Chenyu Wu +1Churn PredictionCohort

  23. A Filtered Mixture-of-Generators for Fully Synthetic Survival Training

    Jun 30, 2026Niccolò Maria Rizzi, Eugenio Lomurno, Alberto Archetti +1Survival AnalysisSynthetic Tabular Data

  24. COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies

    Jun 29, 2026Chen Frydman, Aviram Zilberman, Rubin Krief +6MitigationOrchestration

  25. From Raw Segmentations to Simulation-Ready Cardiac Meshes: An Automated Framework for Anatomical Reconstruction and Virtual Cohort Generation

    Jun 29, 2026Francesco Fabbri, Martino Andrea Scarpolini, Paolo Ciancarella +4End-To-End 4D Heart Mesh Recovery Across Full-StackMulti Organ Computed Tomography Segmentation

  26. OncoSynth: Synthetic data generation for treatment effect estimation in oncology

    Jun 24, 2026Octavia-Andreea Ciora, Julian Welzel, Dennis Frauen +6Synthetic DataHeterogeneous Treatment Effects

  27. Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment

    Jun 17, 2026Miloš Nikolić, Ali Hadi Zadeh, Enrique Torres Sanchez +1Large Language Model QuantizationKullback-Leibler Divergence

  28. Can Physician Expertise Improve Machine Learning Identification of Delirium?

    Jun 16, 2026Xinyu Qin, Vicky Ye, Ruiheng Yu +1Cohort

  29. A Complexity Measure for Active Learning in Multi-group Mean Estimation

    Jun 12, 2026Abdellah Aznag, Rachel Cummings, Adam N. ElmachtoubActive LearningOptimal Sample Complexity

  30. Expert-Driven Survival Machines: Improving Stratification and Interpretability in Multiple Clinical Cohorts

    Jun 12, 2026Farica Zhuang, Zixuan Wen, Christos Davatzikos +1Survival PredictionsSurvival Analysis

  31. From Patches to Patients: A study of the tile-to-slide performance transferability in Digital Pathology

    Jun 9, 2026Sofiène Boutaj, Leo Fillioux, Maria Vakalopoulou +2Wireless Foundation ModelsMultiple Instance Learning

  32. Simultaneous hyperkinetic movement disorders phenotyping: a cross-cohort pediatric transfer study using routine videos, markerless pose estimation and a tabular foundation model

    Jun 4, 2026Laura Cif, Diane Demailly, Zohra Souei +11Cohort

  33. Efficient Transformer-Based Localized Patch Sampling for Choroid Plexus Segmentation in Multiple Sclerosis

    Jun 2, 2026Po-Jui Lu, Alessandro Cagol, Mario Ocampo-Pineda +12Multiple SclerosisSwin

  34. Fairness Beyond Demographics: Optimizing Performance Across Appearance-Based Hidden Cohorts in Medical Imaging

    May 28, 2026Milad Masroor, Cuong Nguyen, Kevin Wells +1Algorithmic FairnessMedical Imaging

  35. Subcortical Shape Variations and Their Associations with Cognition Across the 8th Decade of Life. A Study in the Lothian Birth Cohort 1936

    May 28, 2026Maria del C. Valdes-Hernandez, Wonjung Park, Joanna Moodie +7Brain AgeLongitudinal Data

  36. Mitigating Label Bias with Interpretable Rubric Embeddings

    May 20, 2026Calvin Isley, Johann D. Gaebler, Sharad GoelBiasesLabel Propagation

  37. TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health

    May 20, 2026Yuang Fan, Lilin Xu, Millie Wu +8Mental HealthBehavioral Foundation Models

  38. SAGE: Scalable Automatic Gating Ensemble for Confident Negative Harvesting in Fraud Detection

    May 19, 2026Sudheer Tubati, Amit GoyalFraud DetectionNegative Results

  39. RISED: A Pre-Deployment Evaluation Framework for High-Stakes AI Decision-Support Systems, with Application to Healthcare

    May 13, 2026Rohith Reddy Bellibatlu, Manpreet Singh, Yash Jajoo +2Clinical Decision SupportPre-Deployment Safety Assessments

  40. What Cohort INRs Encode and Where to Freeze Them

    May 8, 2026Vasiliki Sideri-Lampretsa, Sophie Starck, Robbie Holland +2Neural RepresentationsCohort

  41. LaTA: A Drop-in, FERPA-Compliant Local-LLM Autograder for Upper-Division STEM Coursework

    May 6, 2026Jesse A. RodríguezGradingModifications

  42. Demographic-Aware Transfer Learning for Sleep Stage Classification in Clinical Polysomnography

    May 4, 2026S M Asif Hossain, Shruti KshirsagarSleepCohort

  43. From Prediction to Practice: A Task-Aware Evaluation Framework for Blood Glucose Forecasting

    May 1, 2026Alireza Namazi, Heman ShakeriContinuous Glucose MonitoringAlarm Fatigue

  44. Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection

    Apr 27, 2026Nicholas R. Rasmussen, Longwei Wang, Rodrigue Rizk +5Small-Sample Electroencephalogram DatasetsBiomarker

  45. Implicit Framing in Obstetric Counseling Notes: A Grounded LLM Pipeline on a VBAC-Eligible Cohort

    Apr 24, 2026Baris Karacan, Barbara Di Eugenio, Patrick Thornton +2Task FramingClinical Notes

  46. PanGuide3D: Cohort-Robust Pancreas Tumor Segmentation via Probabilistic Pancreas Conditioning and a Transformer Bottleneck

    Apr 22, 2026Sunny Joy Ma, Xiang MaTumor SegmentationPanoptic Segmentation

  47. Efficient Multi-Cohort Inference for Long-Term Effects and Lifetime Value in A/B Testing with User Learning

    Apr 22, 2026Dario Simionato, Andrea Tonon, Mingxue Wang +3Heterogeneous Treatment EffectsCohort