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Research & PhD projects

Academic research directions across industries. Separate from the main Idea Database.

AdvancedPhD / Research

PhD research: medical imaging diagnosis in digital health via mixed-methods study for longitudinal m

Academic research project in digital health on medical imaging diagnosis. Suitable for PhD or advanc

healthtech

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AdvancedPhD / Research

PhD research: medical imaging diagnosis in digital health via mixed-methods study across demographic

Academic research project in digital health on medical imaging diagnosis. Suitable for PhD or advanc

healthtech

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AdvancedPhD / Research

PhD research: medical imaging diagnosis in digital health via mixed-methods study with energy-effici

Academic research project in digital health on medical imaging diagnosis. Suitable for PhD or advanc

healthtech

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AdvancedPhD / Research

PhD research: medical imaging diagnosis in digital health via large-scale empirical analysis in low-

Academic research project in digital health on medical imaging diagnosis. Suitable for PhD or advanc

healthtech

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AdvancedPhD / Research

PhD research: medical imaging diagnosis in digital health via large-scale empirical analysis under d

Academic research project in digital health on medical imaging diagnosis. Suitable for PhD or advanc

healthtech

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AdvancedPhD / Research

PhD research: medical imaging diagnosis in digital health via large-scale empirical analysis for pub

Academic research project in digital health on medical imaging diagnosis. Suitable for PhD or advanc

healthtech

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AdvancedPhD / Research

PhD research: medical imaging diagnosis in digital health via large-scale empirical analysis across

Academic research project in digital health on medical imaging diagnosis. Suitable for PhD or advanc

healthtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study in low-resource settings

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study with fairness constraints

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study under data scarcity

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study with human oversight

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study for public-sector use

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study across multilingual conte

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study using open datasets

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study with reproducibility pack

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study in emerging markets

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study with privacy budgets

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study using multimodal evidence

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study with uncertainty estimate

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study for longitudinal monitori

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study across demographic groups

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via mixed-methods study with energy-efficient com

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via large-scale empirical analysis in low-resourc

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via large-scale empirical analysis with fairness

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via large-scale empirical analysis under data sca

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via large-scale empirical analysis with human ove

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via large-scale empirical analysis for public-sec

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: AI hiring bias in work organizations via large-scale empirical analysis across multili

Academic research project in work organizations on AI hiring bias. Suitable for PhD or advanced grad

hrtech

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study in low-resourc

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study with fairness

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study under data sca

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study with human ove

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study for public-sec

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study across multili

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study using open dat

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study with reproduci

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study in emerging ma

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study with privacy b

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

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AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study using multimod

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study with uncertain

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study for longitudin

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study across demogra

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via mixed-methods study with energy-ef

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via large-scale empirical analysis in

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via large-scale empirical analysis wit

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via large-scale empirical analysis und

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via large-scale empirical analysis wit

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: predictive maintenance in manufacturing science via large-scale empirical analysis for

Academic research project in manufacturing science on predictive maintenance. Suitable for PhD or ad

industrial-manufacturing

Open idea →Request roadmap

Popular paths on this site — useful if you arrived from search or want a related corner of the catalog.

Frequently asked questions

Is this the same as the Idea Database?: No. Research & PhD is an academic catalog only. Projects are tagged PhD/research and do not appear in the main Idea Database.
How do industry filters work?: Click a subject chip under By industry / subject to show only projects in that vertical. Use All or Clear filter to reset.
Who are these projects for?: PhD candidates, supervisors, and graduate labs looking for bounded research directions with methods, difficulty, and industry context.
What does Advanced or deep-tech mean here?: Estimated research difficulty and resource intensity — not a business valuation. Deep-tech projects typically need longer timelines and specialized skills.