3049-477x

Machine Learning Health

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Your prioritized action plan

Ordered by how many DOIs each fix touches — start here, not with every error at once.

1

Add abstracts to 48 articles

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High impact48 DOIs
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Deposit reference lists for 7 records

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Low impact7 DOIs

DOIs for this ISSN

Showing the top 5 of 48 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Dynamic Prediction of Mortality Risk Following Allogeneic He… (10.1088/3049-477x/adf74e)
Abstract References
23.86 2
2 Decoding Vascular Age from Brachial Waveform Morphology via… (10.1088/3049-477x/adf74f)
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23.86 2
3 Generalizable deep learning for photoplethysmography-based b… (10.1088/3049-477x/ae01a8)
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22.58 7
4 ChatGPT augmented clinical trial screening (10.1088/3049-477x/adbd47)
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15.05 3
5 Feasibility of detecting cognitive impairment and psychologi… (10.1088/3049-477x/ae250c)
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15.05 3
6 Geometry-encoded deep learning (GeoDL) framework for real-ti… (10.1088/3049-477x/adcb4b)
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11.93 2
7 Adaptive radiotherapy dose prediction on head and neck cance… (10.1088/3049-477x/adfade)
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11.93 2
8 A three-step machine learning strategy for reproducible biom… (10.1088/3049-477x/ae06aa)
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7.53 1
9 Uncertainty quantification with approximate variational lear… (10.1088/3049-477x/ae0b74)
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7.53 1
10 TSMS-SAM2: multi-scale temporal sampling augmentation and me… (10.1088/3049-477x/ae291a)
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7.53 1
11 Interactive large language model-assistant for flexible work… (10.1088/3049-477x/ae3c18)
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7.53 1
12 Application of knowledge-driven ensemble algorithms to impro… (10.1088/3049-477x/add1e3)
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13 Efficient and secure <i>µ</i>-Training and <i>µ</i>-Fine-Tun… (10.1088/3049-477x/add26a)
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14 A hybrid deployment model for generative artificial intellig… (10.1088/3049-477x/addb51)
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15 Raising the standard: an open source benchmarking platform a… (10.1088/3049-477x/ade549)
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16 Towards reproducible and high-impact machine learning in hea… (10.1088/3049-477x/adeb8d)
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17 Spiking neural networks with liquid time-constant dynamics a… (10.1088/3049-477x/adeb8e)
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18 Incorporating physicians’ contouring style into auto-segment… (10.1088/3049-477x/adf076)
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19 Developing adjustable birth weight cutoffs based on maternal… (10.1088/3049-477x/adfd63)
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20 Multi-stage deep learning model for the classification and s… (10.1088/3049-477x/ae0b73)
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21 Quantitative benchmarking of anomaly detection methods in di… (10.1088/3049-477x/ae0f9f)
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22 Inferring the hidden and long-range dengue transmission rout… (10.1088/3049-477x/ae16ab)
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23 Real-time quality feedback on Doppler data for community mid… (10.1088/3049-477x/ae1bad)
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24 Integrating explainability and bias detection in binary medi… (10.1088/3049-477x/ae209d)
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25 Beyond single views: leveraging input-level diversity for ex… (10.1088/3049-477x/ae250d)
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26 A multi-source domain fine-tuning framework for deep general… (10.1088/3049-477x/ae2ac5)
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27 Artificial intelligence (AI)-based multi-organ contour quali… (10.1088/3049-477x/ae3320)
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28 ‘See’ through the surface: surface-derived three-dimensional… (10.1088/3049-477x/ae3321)
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29 Temporal phenotyping of paroxysmal atrial fibrillation revea… (10.1088/3049-477x/ae375f)
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30 Deep learning-based recognition of simulated nursing activit… (10.1088/3049-477x/ae382d)
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31 Harnessing the power of artificial intelligence in diagnosti… (10.1088/3049-477x/ae3aa8)
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32 Machine learning models enhance detection of arrhythmogenic… (10.1088/3049-477x/ae451a)
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33 Intraoperative metabolomic-guided precision surgery for pedi… (10.1088/3049-477x/ae4752)
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34 Multisource domain training with retinal expert-in-the-loop… (10.1088/3049-477x/ae4984)
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35 Inferring optical tissue properties from photoplethysmograph… (10.1088/3049-477x/ae4a96)
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36 A systematic evaluation of uncertainty quantification techni… (10.1088/3049-477x/ae4c8e)
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37 Machine learning for carotid stenosis identification from in… (10.1088/3049-477x/ae5aa5)
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38 Fine-tuning and evaluating large language models for patient… (10.1088/3049-477x/ae6a9f)
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39 Learning-based estimation of spatially resolved scatter radi… (10.1088/3049-477x/ae708c)
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40 Identifying important patient subgroups for ovarian cancer u… (10.1088/3049-477x/ae708d)
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41 Processing HSV colored medical images and adapting color thr… (10.1088/3049-477x/ae708e)
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42 Small but Mighty: smaller protein language models outperform… (10.1088/3049-477x/ae7573)
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43 Autonomous radiotherapy planning via agentic orchestration u… (10.1088/3049-477x/ae7978)
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44 Predicting a sudden decrease in oxygenation in mechanically… (10.1088/3049-477x/ae7cfe)
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45 Benchmarking AI Against Expert Ophthalmologists for Clinical… (10.1088/3049-477x/ae81b9)
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46 DeepSeq: High-throughput single-cell RNA sequencing data lab… (10.1088/3049-477x/ae8550)
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47 Data quality assessment of general practitioner collected da… (10.1088/3049-477x/ae866d)
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48 Cultural traits may replace human mobility data in forecasti… (10.1088/3049-477x/ae87a9)
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