AI4Sarcopenia Literature Daily

📅 2026.04.02: 2026-04-02

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Sarcopenia AI Detection

Publish Date Title Authors PDF Code
2025-08-26 MedVQA-TREE: A Multimodal Reasoning and Retrieval Framework for Sarcopenia Prediction Pardis Moradbeiki et.al. 2508.19319  
2025-08-24 Deep Learning-Assisted Detection of Sarcopenia in Cross-Sectional Computed Tomography Imaging Manish Bhardwaj et.al. 2508.17275  
2025-09-24 CANDLE: A Cross-Modal Agentic Knowledge Distillation Framework for Interpretable Sarcopenia Diagnosis Yuqi Jin et.al. 2507.21179  
2025-02-13 Unsupervised Anomaly Detection on Implicit Shape representations for Sarcopenia Detection Louise Piecuch et.al. 2502.09088  
2023-12-10 Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images Giulio Paolucci et.al. 2312.05887  
2021-08-13 Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment Othmane Laousy et.al. 2107.12800  
2020-06-10 Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment Fahdi Kanavati et.al. 2006.06432  

CT Body Composition

Publish Date Title Authors PDF Code
2025-03-19 Reliable Radiologic Skeletal Muscle Area Assessment – A Biomarker for Cancer Cachexia Diagnosis Sabeen Ahmed et.al. 2503.16556  
2025-11-16 Federated Continual 3D Segmentation With Single-round Communication Can Peng et.al. 2503.15414  
2025-03-10 AI-Driven Automated Tool for Abdominal CT Body Composition Analysis in Gastrointestinal Cancer Management Xinyu Nan et.al. 2503.07248  
2025-11-21 Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition Analysis Yaqian Chen et.al. 2502.09779  
2024-09-11 Automated Body Composition Analysis Using DAFS Express on 2D MRI Slices at L3 Vertebral Level Varun Akella et.al. 2409.06942  
2023-05-18 DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images Andres Diaz-Pinto et.al. 2305.10655  
2020-02-10 Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives Yuchen Xu et.al. 2002.04102  
2019-12-09 Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling Yuta Hiasa et.al. 1907.08915  
2019-08-21 Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation Yuyin Zhou et.al. 1904.06346  
2018-08-11 Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks Christopher P. Bridge et.al. 1808.03844  

MRI Body Composition

Publish Date Title Authors PDF Code
2021-08-26 Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder Saddam Hussain Khan et.al. 2108.11720  
2020-04-27 Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders Pierre-Henri Conze et.al. 1901.01620  

DXA & BIA Analysis

Publish Date Title Authors PDF Code
2026-03-30 Approximation of symmetric total variation on point clouds Stefano Almi et.al. 2603.28172  
2026-03-27 Beyond BMI: Smartphone Body Composition Phenotyping for Cardiometabolic Risk Assessment Dr Menglian Zhou et.al. 2603.27017  
2026-03-19 Machine learning reconstruction of digit bone Raman spectra enables noninvasive transcutaneous detection of systemic osteoporosis Mohammad Hosseini et.al. 2603.18983  
2026-03-11 Transformer-Based Multi-Region Segmentation and Radiomic Analysis of HR-pQCT Imaging for Osteoporosis Classification Mohseu Rashid Subah et.al. 2603.09137  
2026-02-19 Asymptotic analysis for heterogeneous elastic energies with material voids Stefano Almi et.al. 2602.17374  
2026-01-19 Early Prediction of Type 2 Diabetes Using Multimodal data and Tabular Transformers Sulaiman Khan et.al. 2601.12981  
2025-10-27 Predicting Wrist Osteoporosis from excised human finger bones using spatially offset Raman spectroscopy, A Cadaveric Study Mohammad Hosseini et.al. 2510.23876  
2025-10-06 Riesz fractional gradient functionals defined on partitions: nonlocal-to-local variational limits Stefano Almi et.al. 2510.04881  
2025-09-29 Survey of AI-Powered Approaches for Osteoporosis Diagnosis in Medical Imaging Abdul Rahman et.al. 2510.00061  
2025-07-26 A general perspective on CBO methods with stochastic rate of information Stefano Almi et.al. 2507.20029  
2025-07-24 Gradient regularity for double-phase orthotropic functionals Stefano Almi et.al. 2507.18474  
2025-06-25 Opportunistic Osteoporosis Diagnosis via Texture-Preserving Self-Supervision, Mixture of Experts and Multi-Task Integration Jiaxing Huang et.al. 2506.20282  
2025-06-18 The superposition principle for the continuity equation with singular flux Stefano Almi et.al. 2506.15333  
2025-06-08 Predicting Anthropometric Body Composition Variables Using 3D Optical Imaging and Machine Learning Gyaneshwar Agrahari et.al. 2506.14815  
2026-01-08 Balanced quasistatic evolutions of critical points in metric spaces Stefano Almi et.al. 2506.09812  
2025-04-21 ICGM-FRAX: Iterative Cross Graph Matching for Hip Fracture Risk Assessment using Dual-energy X-ray Absorptiometry Images Chen Zhao et.al. 2504.15384  
2025-10-26 Adversarial Locomotion and Motion Imitation for Humanoid Policy Learning Jiyuan Shi et.al. 2504.14305  
2025-04-01 Mean field first order optimality condition under low regularity of controls Stefano Almi et.al. 2504.00878  
2025-04-28 VerteNet – A Multi-Context Hybrid CNN Transformer for Accurate Vertebral Landmark Localization in Lateral Spine DXA Images Zaid Ilyas et.al. 2502.02097  
2024-12-06 Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning Ung Hwang et.al. 2412.05345  
2024-11-24 Microfluidic Bioelectrical Impedance Drug Delivery Device for Patients with Acute Exacerbations of Chronic Obstructive Pulmonary Disease Evan Carroll et.al. 2411.15934  

Ultrasound Muscle Assessment

Publish Date Title Authors PDF Code
2023-06-07 Automatic retrieval of corresponding US views in longitudinal examinations Hamideh Kerdegari et.al. 2306.04739  

Deep Learning Segmentation

Publish Date Title Authors PDF Code
2024-10-21 Deep Radiomics Detection of Clinically Significant Prostate Cancer on Multicenter MRI: Initial Comparison to PI-RADS Assessment G. A. Nketiah et.al. 2410.16238  
2024-02-26 Non-invasive Liver Fibrosis Screening on CT Images using Radiomics Jay J. Yoo et.al. 2211.14396  
2025-02-28 Open-radiomics: A Collection of Standardized Datasets and a Technical Protocol for Reproducible Radiomics Machine Learning Pipelines Khashayar Namdar et.al. 2207.14776  
2020-03-08 Reduction of Surgical Risk Through the Evaluation of Medical Imaging Diagnostics Marco A. V. M. Grinet et.al. 2003.08748  
2019-09-26 Non-Invasive Fuhrman Grading of Clear Cell Renal Cell Carcinoma Using Computed Tomography Radiomics Features and Machine Learning Mostafa Nazari et.al. 1909.12286  

3D Body Shape Analysis

Publish Date Title Authors PDF Code
2025-11-05 MvBody: Multi-View-Based Hybrid Transformer Using Optical 3D Body Scan for Explainable Cesarean Section Prediction Ruting Cheng et.al. 2511.03212  
2025-10-12 Mesh-Gait: A Unified Framework for Gait Recognition Through Multi-Modal Representation Learning from 2D Silhouettes Zhao-Yang Wang et.al. 2510.10406  
2025-05-22 A Shape-Aware Total Body Photography System for In-focus Surface Coverage Optimization Wei-Lun Huang et.al. 2505.16228  
2025-12-02 Maternal and Fetal Health Status Assessment by Using Machine Learning on Optical 3D Body Scans Ruting Cheng et.al. 2504.05627  
2025-01-10 Pose-independent 3D Anthropometry from Sparse Data David Bojanić et.al. 2501.06014  
2024-11-12 CameraHMR: Aligning People with Perspective Priyanka Patel et.al. 2411.08128  
2024-04-16 A Simple Strategy for Body Estimation from Partial-View Images Yafei Mao et.al. 2404.09301  
2024-03-13 STMPL: Human Soft-Tissue Simulation Anton Agafonov et.al. 2403.08344  
2024-01-10 Machine Learning Applications in Spine Biomechanics Farshid Ghezelbash et.al. 2401.06174  
2024-01-29 Survey of 3D Human Body Pose and Shape Estimation Methods for Contemporary Dance Applications Darshan Venkatrayappa et.al. 2401.02383  
2023-12-11 LiDAR-based Person Re-identification Wenxuan Guo et.al. 2312.03033  
2023-10-27 FLSH – Friendly Library for the Simulation of Humans Pablo Ramón et.al. 2310.18206  
2023-08-01 Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction Yufei Zhang et.al. 2308.00799  
2023-04-14 Shape of You: Precise 3D shape estimations for diverse body types Rohan Sarkar et.al. 2304.07389  
2023-09-27 One-shot Implicit Animatable Avatars with Model-based Priors Yangyi Huang et.al. 2212.02469  

Explainable AI Healthcare

Publish Date Title Authors PDF Code
2025-10-17 BiomedXPro: Prompt Optimization for Explainable Diagnosis with Biomedical Vision Language Models Kaushitha Silva et.al. 2510.15866  
2025-10-04 CoPA: Hierarchical Concept Prompting and Aggregating Network for Explainable Diagnosis Yiheng Dong et.al. 2510.03767 link
2025-10-18 Agentic System with Modal Logic for Autonomous Diagnostics Antonin Sulc et.al. 2509.11943  
2025-09-10 An End-to-End Deep Learning Framework for Arsenicosis Diagnosis Using Mobile-Captured Skin Images Asif Newaz et.al. 2509.08780  
2025-04-10 Over-Relying on Reliance: Towards Realistic Evaluations of AI-Based Clinical Decision Support Venkatesh Sivaraman et.al. 2504.07423  
2025-04-01 GKAN: Explainable Diagnosis of Alzheimer’s Disease Using Graph Neural Network with Kolmogorov-Arnold Networks Tianqi Ding et.al. 2504.00946  
2025-01-07 Explainable Diagnosis Prediction through Neuro-Symbolic Integration Qiuhao Lu et.al. 2410.01855  
2023-07-05 A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis Jiaxiang Liu et.al. 2307.01981  
2023-09-27 Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer’s Disease using EEG Data Dominik Klepl et.al. 2304.05874  
2023-02-26 K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging Chaoyi Wu et.al. 2302.11557  
2022-06-15 A Novel Implementation of Machine Learning for the Efficient, Explainable Diagnosis of COVID-19 from Chest CT Justin Liu et.al. 2207.07117  
2022-04-25 Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation Hillary Ngai et.al. 2204.10178  
2021-10-15 Tree-based local explanations of machine learning model predictions, AraucanaXAI Enea Parimbelli et.al. 2110.08272  
2021-01-26 Uncertainty aware and explainable diagnosis of retinal disease Amitojdeep Singh et.al. 2101.12041  
2020-08-03 Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images Aakarsh Malhotra et.al. 2008.03205  

Aging & Muscle Health

Publish Date Title Authors PDF Code
2021-10-04 Enhancing Voluntary Motion with Modular, Backdrivable, Powered Hip and Knee Orthoses Christopher Nesler et.al. 2110.01562  
2020-09-01 Survival of the densest accounts for the expansion of mitochondrial mutations in ageing Ferdinando Insalata et.al. 2009.00403  

Cancer & Cachexia

Publish Date Title Authors PDF Code
2025-06-20 Improving Surgical Risk Prediction Through Integrating Automated Body Composition Analysis: a Retrospective Trial on Colectomy Surgery Hanxue Gu et.al. 2506.11996  
2025-05-19 Integrating computational detection and experimental validation for rapid GFRAL-specific antibody discovery Maria Francesca Abbate et.al. 2506.01995  
2025-03-19 Reliable Radiologic Skeletal Muscle Area Assessment – A Biomarker for Cancer Cachexia Diagnosis Sabeen Ahmed et.al. 2503.16556  
2025-03-09 Multimodal AI-driven Biomarker for Early Detection of Cancer Cachexia Sabeen Ahmed et.al. 2503.06797  
2022-05-18 A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases Jingqing Zhang et.al. 2205.08891  
2020-01-20 Dietary Restriction of Amino Acids for Cancer Therapy Jian-Sheng Kang et.al. 2001.06979  
2007-05-31 On Biology as an Emergent Science H. Pierre Noyes et.al. 0705.4678  

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