HZ
Hongtu Zhu
cs.LGstat.MEstat.MLAlgorithmscs.AIstat.APMagnetic Resonance Imagingcs.CLcs.CVBrain
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
408 papers in the corpus · 2003–2026Benchmarking longitudinal local centiles for radiographic knee osteoarthritis prognosis.42926486 · Li, Tengfei, Luo, Tianyou, Chen, Boqi et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
FAST-Brain: A Flow-Aligned Spatio-Temporal Surrogate Brain Model2609.34354v1 · Shucheng Liu, Changchun Shi, Kai Zhang et al.2026 · 0 citationsarXiv
Microbes on the Mind: Multi-modal Neuroimaging Reveals Gut-Brain Axes in Infants.42818341 · Li, Tengfei, Yang, Yue, Cho, Seo-Ho et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Generalized post-training quantization for medical image segmentation foundation model.42705143 · Huang, Peng, Zhang, Aozhong, Yin, Penghang et al.2026 · 0 citationsMedical image analysis. 2027;115:104287
Influence-Directed Distillation: Solving the Diversity Bottleneck in Sampled-Token On-Policy Distillation2608.29846v1 · Run Yang, Runpeng Dai, Jie Sun et al.2026 · 0 citationsarXiv
Non-Crossing Deep Quantile Regression for Distributional Survival Prediction2608.16864v1 · Shuai Huang, Zhe Qu, Zhaowei Hua et al.2026 · 0 citationsarXiv
Mixture of Geodesic Factor Analyzers on Riemannian Homogeneous Spaces2608.06971v1 · Hengchao Chen, Yuanyao Tan, Chao Huang et al.2026 · 0 citationsarXiv
GAttNHP: Group Attention Neural Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs2607.14733v1 · Xiangni Tian, Kaixian Yu, Runpeng Dai et al.2026 · 0 citationsarXiv
A spatially resolved genomic-molecular atlas of human white-matter microstructure.42465939 · Reinhardt, Alec, Jiang, Zhiwen, Li, Tengfei et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Cardiovascular-Kidney-Metabolic Syndrome: Conceptualising an Approach to Health Economic Modelling.42259655 · Foos, Volker, Chen, Jieling, McEwan, Phil et al.2026 · 0 citationsDiabetes, obesity & metabolism. 2026;28(9):7802-7813
Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling2606.03102v1 · Runpeng Dai, Tong Zheng, Rui Liu et al.2026 · 0 citationsarXiv
Artificial Intelligence in Image-Based Cardiovascular Disease Analysis.42207939 · Wang, Xin, Hu, Mingcheng, Tsao, Connie W et al.2026 · 10 citationsAnnual review of biomedical data science. 2026;9(1):555-585
Global Average Treatment Effects for Individualized Randomization Experiments with Aggregate Data2605.26532v1 · Shuguang Yu, Ting Li, Yuchen Lu et al.2026 · 0 citationsarXiv
Multi-organ imaging and genetics show the impact of sleep patterns on the human brain and body.42162304 · Fan, Zirui, Yang, Yilin, Guo, Yuxin et al.2026 · 0 citationsCommunications medicine. 2026;6(1)
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration2605.20025v2 · Jiaqi Liu, Shi Qiu, Mairui Li et al.2026 · 0 citationsarXiv
Robust Sequential Experimental Design for A/B Testing2605.12899v1 · Qianglin Wen, Xiangkun Wu, Chengchun Shi et al.2026 · 0 citationsarXiv
Scalable subclonal reconstruction of cancer cells in DNA sequencing data using a penalized likelihood model.42146609 · Jiang, Yujie, Montierth, Matthew D, Ding, Yu et al.2026 · 2 citationsbioRxiv : the preprint server for biology. 2026
Connectome-based spatial statistics enabling large-scale population analyses of human connectome across cohorts.41993545 · Li, Tengfei, Wang, Xifeng, Cole, Martin et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Evidence-Based Actor-Verifier Reasoning for Echocardiographic Agents2604.06347v1 · Peng Huang, Yiming Wang, Yineng Chen et al.2026 · 0 citationsarXiv
Computation and resource efficient genome-wide association analysis for large-scale imaging studies.41764180 · Jiang, Zhiwen, Stein, Jason, Li, Tengfei et al.2026 · 2 citationsNature communications. 2026;17(1)
Statistical Opportunities in Neuroimaging2602.12974v1 · Jian Kang, Thomas Nichols, Lexin Li et al.2026 · 0 citationsarXiv
MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution2602.07529v3 · Jianwen Chen, Xinyu Yang, Peng Xia et al.2026 · 0 citationsarXiv
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing2602.03845v2 · Tong Zheng, Chengsong Huang, Runpeng Dai et al.2026 · 0 citationsarXiv
Designing Time Series Experiments in A/B Testing with Transformer Reinforcement Learning2602.01853v1 · Xiangkun Wu, Qianglin Wen, Yingying Zhang et al.2026 · 0 citationsarXiv
Early life phthalate and replacement plasticizer exposures and changes in early childhood brain functional connectivity and structural morphology.41671672 · Engel, Stephanie M, Li, Tengfei, Werder, Emily J et al.2026 · 2 citationsEnvironment international. 2026;208:110119
Causal Inference in Biomedical Imaging via Functional Linear Structural Equation Models2601.20610v1 · Ting Li, Ethan Fan, Tengfei Li et al.2026 · 0 citationsarXiv
Author Correction: UKB-MDRMF: a multi-disease risk and multimorbidity framework based on UK biobank data.41605936 · Jiang, Yukang, Zhao, Bingxin, Wang, Xiaopu et al.2026 · 0 citationsNature communications. 2026;17(1):1061
"Rebuilding" Statistics in the Age of AI: A Town Hall Discussion on Culture, Infrastructure, and Training2601.17510v1 · David L. Donoho, Jian Kang, Xihong Lin et al.2026 · 0 citationsarXiv
Mapping rare protein-coding variants on multi-organ imaging traits.41436735 · Fan, Yijun, Chen, Jie, Fan, Zirui et al.2026 · 0 citationsNature communications. 2025;17(1):739
Inferring multi-organ genetic connections using imaging and clinical data through Mendelian randomization.41258051 · Shu, Juan, Zheng, Rong, Chirinos, Julio et al.2026 · 2 citationsNature biomedical engineering. 2026;10(9):1915-1930
Computation and resource efficient genome-wide association analysis for large-scale imaging studies.41292656 · Jiang, Zhiwen, Stein, Jason, Li, Tengfei et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2025
RL-I2IT: Image-to-image translation with deep reinforcement learning.41218403 · Hu, Jing, Luo, Ziwei, Feng, Chengming et al.2026 · 3 citationsNeural networks : the official journal of the International Neural Network Society. 2026;195:108264
Federated double machine learning for high-dimensional semiparametric models.41268645 · Kang, Kai, Wu, Zhihao, Qian, Xinjie et al.2025 · 0 citationsBiometrics. 2025;81(4)
Large language models for bioinformatics.41676319 · Ruan, Wei, Lyu, Yanjun, Zhang, Jing et al.2026 · 25 citationsQuantitative biology (Beijing, China). 2026;14(1):e70014
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models2509.09675v1 · Runpeng Dai, Linfeng Song, Haolin Liu et al.2025 · 0 citationsarXiv
Interpretable machine learning integrates multi-source biomarkers for osteoarthritis diagnosis and mechanistic insights: A temporomandibular joint model.40818794 · Al Turkestani, Najla, Cevidanes, Lucia, Bianchi, Jonas et al.2025 · 7 citationsOsteoarthritis and cartilage. 2025;33(12):1522-1533
Large language model powered knowledge graph construction for mental health exploration.40804250 · Gao, Shan, Yu, Kaixian, Yang, Yue et al.2025 · 19 citationsNature communications. 2025;16(1):7526
Gut microbiota maturation and early behavioral and cognitive development.40775259 · Zhu, Ziliang, Yang, Yue, Samuel, Tinu M et al.2025 · 4 citationsScientific reports. 2025;15(1):28944
R1-RE: Cross-Domain Relation Extraction with RLVR2507.04642v2 · Runpeng Dai, Tong Zheng, Run Yang et al.2025 · 0 citationsarXiv
Subclonal mutation load predicts survival and response to immunotherapy in cancers with low to moderate tumor mutation burden.39005348 · Jiang, Yujie, Montierth, Matthew D, Yu, Kaixian et al.2025 · 3 citationsbioRxiv : the preprint server for biology. 2025
MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning2506.00555v3 · Peng Xia, Jinglu Wang, Yibo Peng et al.2025 · 0 citationsarXiv
Geriatric ocular trauma and mortality: A retrospective cohort study.40434983 · Pham, Vincent Q, Miller, Hannah M, Fernandez, Elise O et al.2025 · 0 citationsPloS one. 2025;20(5):e0324821
High-Dimensional Dynamic Covariance Models with Random Forests2505.12444v1 · Shuguang Yu, Fan Zhou, Yingjie Zhang et al.2025 · 0 citationsarXiv
CATI: A medical context-enhanced framework for diagnosis code assignment in the UK Biobank study.40344999 · Shen, Yue, Wang, Jie, Wang, Zhe et al.2025 · 1 citationArtificial intelligence in medicine. 2025;166:103136
Residual-based Alternative Partial Least Squares for Generalized Functional Linear Models2505.00860v1 · Yue Wang, Xiao Wang, Joseph G. Ibrahim et al.2025 · 0 citationsarXiv
UKB-MDRMF: a multi-disease risk and multimorbidity framework based on UK biobank data.40263246 · Jiang, Yukang, Zhao, Bingxin, Wang, Xiaopu et al.2025 · 18 citationsNature communications. 2025;16(1):3767
HCDPD: A Heterogeneous Causal Framework for Disease Pattern Detection in Medical Imaging.40321273 · Liu, Rongjie, Shi, Chengchun, Song, Rui et al.2025 · 1 citationmedRxiv : the preprint server for health sciences. 2025
Charting brain functional development from birth to 6 years of age.40234630 · Yin, Weiyan, Li, Tengfei, Wu, Zhengwang et al.2025 · 37 citationsNature human behaviour. 2025;9(6):1246-1259
Deep Distributional Learning with Non-crossing Quantile Network2504.08215v1 · Guohao Shen, Runpeng Dai, Guojun Wu et al.2025 · 0 citationsarXiv
Statistics and AI - A Fireside Conversation.42311443 · Statistics Up AI Alliance, International Chinese Statistical Association (ICSA), Lin, Xihong et al.2026 · 3 citationsHarvard data science review. 2025;7(2)
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