Awesome Quantitative Methods (Bio)

GLI-AL: A Multi-Modal Glioma MRI Label Resource with Unified Anatomy-Lesion Labels (2026)

Xingyu Xiang et al.

7.24

A Multi-Cohort Validation of Censoring-Aware Conformal Lower Predictive Bounds for Pathology Survival Models (2026)

Mingi Hong

5.54

MinerU.Chem: A High-Precision System for Optical Chemical Structure and Reaction Recognition (2026)

Haote Yang et al.

4.81

AI-driven Multimodal Representation Learning for Latent Mediation Structure Discovery of Socioeconomic Disadvantage, Psychosocial Factors, and Cardiometabolic Multimorbidity: Insights from the All of Us Research Program (2026)

Cong Cao et al.

4.81

Monsoon Mayhem to Market Waves: Forecasting Fisheries Resilience in Sri Lanka (2026)

Ruzaini Ahmed et al.

4.81

NuclearDiffusion: Text-to-Image Foundation Models for Learning Nuclear Energy Concepts (2026)

Mohammed I. Radaideh et al.

4.81

The Cost of Binarizing Survival Outcomes in Clinical Prognostic Modeling (2026)

Shashank Yadav et al.

4.81

A Comparative Study of Feature Selection Methods for EHR Diagnosis Codes in Opioid Use Disorder Prediction (2026)

Zihan Ding et al.

4.81

Geometry-Informed Parameter-Efficient Fine-Tuning of Pre-trained Molecular GNNs for Blood-Brain Barrier Permeability Prediction (2026)

Marco Vieto Vega et al.

4.81

MGSB: Manifold Gated Signature Branch Pressure-Domain Baseline Architecture for Two-Phase Pipeline Flows Under Distributional Shift (2026)

Issah Suleiman et al.

4.81

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications (2026)

Brendan Smith et al.

4.81

MiGHT-EHR: A Multi-task Graph Transformer for Heterogeneous Temporal Electronic Health Records (2026)

Anirudh Rayas et al.

4.81

Genotypic Triggers: Exposing Pharmacogenomic Blind Spots via Host-Specific Backdoors in Generative Antimicrobial Peptide Models (2026)

Doniyorkhon Obidov et al.

4.81

Artificial Intelligence Can Match Domain Experts in Evidence Extraction and Critical Appraisal of Microbial Oncogenesis Research Publications (2026)

Kaela Kokkas et al.

4.81

Patients-like-me: A Variational LM--GNN Framework for Explainable Clinical Prediction (2026)

Xinyu Wang et al.

3.77

VoxStruct3D: Structure-Leading Flow Matching for Voxel-Space 3D MRI Synthesis (2026)

Fang Li et al.

3.77

DisMix: Order-Aware Mixup for Medical Imaging via Disentangling Ordinal and Non-Ordinal Features (2026)

Dileepa Pitawela et al.

3.77

Splat-Based Metal Artifact Reduction in Cone-Beam CT via Compact Attenuation Modeling (2026)

Kiseok Choi et al.

3.77

Segmentation Pre-training for Label-Efficient Lumbar Spine Degeneration Grading (2026)

Monzon Maria et al.

3.77

Evaluating the Diagnostic Robustness of Vision-Language Models Under Visual and Textual Perturbations (2026)

Ali Khoramfar et al.

3.77

Enhancing Low Back Pain Assessment with Diffusion Models for Lumbar Spine MRI Segmentation (2026)

Maria Monzon et al.

3.77

Bag-of-Visual-Words for Spatial Mapping of Lung Adenocarcinoma Growth Patterns (2026)

Darya Ardan et al.

3.77

Lesion Detection in CT with Frozen Self-Distilled Features: SALT, a Spatially Adaptive Label-Guided Temperature (2026)

Mahmut S. Gokmen et al.

3.77

Cardiac MRI Through-Plane Super-Resolution Guided by Reference and Memory (2026)

Shaoming Pan (University of Texas at Arlington) et al.

1.94

Beyond Scaffold Splits: Structural-Frontier Evaluation Reveals Hidden Failures in ADMET Models (2026)

Jiacheng Zheng et al.

1.94

Plausibility-Driven Prioritization of Candidate Biomedical Annotations (2026)

Emanuele Cavalleri et al.

1.94

Tracking Feral Horses in Aerial Video Using Oriented Bounding Boxes (2026)

Saeko Takizawa et al.

1.72

Conditioning Protein Generation via Hopfield Pattern Multiplicity (2026)

Jeffrey D. Varner

1.72

Internalized Morphogenesis: A Self-Organizing Model for Growth, Replication, and Regeneration via Local Token Exchange in Modular Systems (2026)

Takeshi Ishida

1.67

An Interpretable Data-Driven Model of the Flight Dynamics of Hawks (2026)

Lydia France and Karl Lapo and J. Nathan Kutz

1.67

PRISM: Protocol Refinement through Intelligent Simulation Modeling (2026)

Brian Hsu et al.

1.61

DiffeoMorph: Learning to Morph 3D Shapes Using Differentiable Agent-Based Simulations (2025)

Seong Ho Pahng et al.

1.56

TrackStudio: An Integrated Toolkit for Markerless Tracking (2025)

Hristo Dimitrov et al.

1.50

Massively Parallel Imitation Learning of Mouse Forelimb Musculoskeletal Reaching Dynamics (2025)

Eric Leonardis et al.

1.50

Arnold: a generalist muscle transformer policy (2025)

Alberto Silvio Chiappa and Boshi An and Merkourios Simos and Chengkun Li and Alexander Mathis

1.33

BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments (2025)

Yibo Qiu et al.

1.28

Joint 3D Point Cloud Segmentation using Real-Sim Loop: From Panels to Trees and Branches (2025)

Tian Qiu et al.

1.06

3D Menagerie: Modeling the 3D shape and pose of animals (2016)

Silvia Zuffi et al.

—

Robust pose tracking with a joint model of appearance and shape (2018)

Yuliang Guo et al.

—

Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition (2018)

Siqi Liu et al.

—

Active inference: demystified and compared (2019)

Noor Sajid et al.

—

Towards a terramechanics for bio-inspired locomotion in granular environments (2019)

Chen Li et al.

—

Terradynamically streamlined shapes in animals and robots enhances traversability through densely cluttered terrain (2019)

Chen Li et al.

—

Dynamic traversal of large gaps by insects and legged robots reveals a template (2019)

Sean W. Gart et al.

—

Body-terrain interaction affects large bump traversal of insects and legged robots (2019)

Sean W. Gart et al.

—

Robotic modeling of snake traversing large, smooth obstacles reveals stability benefits of body compliance (2020)

Qiyuan Fu et al.

—

Lateral oscillation and body compliance help snakes and snake robots stably traverse large, smooth obstacles (2020)

Qiyuan Fu et al.

—

An energy landscape approach to locomotor transitions in complex 3D terrain (2020)

Ratan Othayoth et al.

—

Randomness in appendage coordination facilitates strenuous ground self-righting (2020)

Qihan Xuan et al.

—

Models of benthic bipedalism (2020)

F. Giardina and L. Mahadevan

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Learning to swim in potential flow (2020)

Yusheng Jiao et al.

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Reinforcement Learning Control of a Biomechanical Model of the Upper Extremity (2020)

Florian Fischer et al.

—

Continuous body 3-D reconstruction of limbless animals (2021)

Qiyuan Fu et al.

—

Mechanical principles of dynamic terrestrial self-righting using wings (2021)

Chen Li et al.

—

Equivariant Filters for Efficient Tracking in 3D Imaging (2021)

Daniel Moyer et al.

—

Measuring and modeling the motor system with machine learning (2021)

S\'ebastien B. Hausmann and Alessandro Marin Vargas and Alexander Mathis and Mackenzie W. Mathis

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AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild (2021)

Daniel Joska and Liam Clark and Naoya Muramatsu and Ricardo Jericevich and Fred Nicolls and Alexander Mathis and Mackenzie W. Mathis and Amir Patel

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Evaluation of deep lift pose models for 3D rodent pose estimation based on geometrically triangulated data (2021)

Indrani Sarkar et al.

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Bayesian optimization of distributed neurodynamical controller models for spatial navigation (2021)

Armin Hadzic et al.

—

Sequence-to-Sequence Modeling for Action Identification at High Temporal Resolution (2021)

Aakash Kaku et al.

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Awesome Quantitative Methods (Bio)

Key papers

Quantitative Methods (Bio)

Awesome Quantitative Methods (Bio)

Key papers