District level cough syrup sales from private sector (mean in litres, per 0.1 million population, quarterly*) and TB notification rates (total notification, private sector notification, missed notification from private sector per 0.1 million population, quarterly*), across 33^ districts of Rajasthan, India, January 2021 – March 2024 за авторством Kalika Gupta (22280926)

“...</p><p dir="ltr">Methods: This was an ecological study to correlate cough syrup sales and that of missed TB notifications from private sector. We calculated missed TB notification rate in private sector as the difference between the estimated people on TB treatment and TB notification in private sector. ...”

Frequency of equity-related eligibility criteria examined in pivotal trials, overall and by drug/approval type. за авторством Kathy Sliwinski (21601002)

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Coded eligibility criteria potentially related to equity examined in pivotal trials. за авторством Kathy Sliwinski (21601002)

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Engagement, app interactions and notifications over the study period per participant. за авторством Daniel Leightley (6587102)

“...<p>Engagement, app interactions and notifications over the study period per participant.</p>...”

Apple quality classification using different methodology systems. за авторством Danish ul Khairi (19660534)

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(a) Fresh Apple (b) Mid rotten Apple (c) Rotten Apple. за авторством Danish ul Khairi (19660534)

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Transpiled CNOT quantum gate circuit showing the decomposition into 5 native gates with a circuit depth of 7. за авторством Danish ul Khairi (19660534)

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Training accuracy and loss for NNQEv1 and NNQEv2 across 5 layers and 40 epochs. за авторством Danish ul Khairi (19660534)

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Visual comparison of quantum-encoded feature maps generated by the NNQEv1 (CNOT) and NNQEv2 (CZ) entanglers for a single input image. за авторством Danish ul Khairi (19660534)

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Comparison of CNOT and CZ gate fidelity and noise characteristics. за авторством Danish ul Khairi (19660534)

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Table comprehensive performance comparison of classical, quantum, and hybrid models across datasets. за авторством Danish ul Khairi (19660534)

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Test accuracy (%) of NNQEv1 and NNQEv2 with different optimizers across 1 to 5 layers on the apple dataset. за авторством Danish ul Khairi (19660534)

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Sample images of FruitQ dataset. за авторством Danish ul Khairi (19660534)

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Quantum circuit diagrams for different layers and entangling gates: (a) Layer 1 with NNQEv2 entangler. за авторством Danish ul Khairi (19660534)

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(a) CNOT Encoded Features (b) CZ Encoded Features. за авторством Danish ul Khairi (19660534)

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CNOT encoded features and CZ encoded features. за авторством Danish ul Khairi (19660534)

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Transpiled CZ quantum gate circuit showing the more efficient decomposition into 3 native gates with a circuit depth of 6. за авторством Danish ul Khairi (19660534)

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The verification of the output за авторством Paul A. Gagniuc (1818325)

“...<p dir="ltr"><b>The verification of the output</b>. (A) initial transition matrix (T1) of the simulator. ...”

Sample verification. за авторством Lauren Lanahan (3165426)

Antibody verification. за авторством Lan Xia (443866)

“...<p>(A) Overexpression verification. HEK293T cells were transfected with CFAP77-, CCDC105-, or TEX43-tagged plasmids; both tag-antibodies and their antibodies recognized a specific band at the same molecular size. ...”