# Quantum Machine Learning and Data Re-Uploading: Evaluation on Benchmark and Laboratory Medicine Data Sets Page: https://stenobird.com/podcast/clinical-chemistry-podcast-314698/quantum-machine-learning-and-data-re-uploading-evaluation-on-benchmark-and-laboratory-medicine-data-sets Text version: https://stenobird.com/podcast/clinical-chemistry-podcast-314698/quantum-machine-learning-and-data-re-uploading-evaluation-on-benchmark-and-laboratory-medicine-data-sets.md Podcast: [Clinical Chemistry Podcast](https://stenobird.com/podcast/clinical-chemistry-podcast-314698) Published: 2026-04-21T17:37:15+00:00 Episode link: https://clinchem.libsyn.com/quantum-machine-learning-and-data-re-uploading-evaluation-on-benchmark-and-laboratory-medicine-data-sets Audio file: https://traffic.libsyn.com/secure/clinchem/CC-Durant-Schulz.mp3?dest-id=507620 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/clinical-chemistry-podcast-314698/episodes/quantum-machine-learning-and-data-re-uploading-evaluation-on-benchmark-and-laboratory-medicine-data-sets Duration seconds: 729 ## Resource Thomas J S Durant, Seung Joo Lee, Sarah N Dudgeon, Elizabeth Knight, Brent Nelson, H Patrick Young, Lucila Ohno-Machado, Wade L Schulz. Quantum Machine Learning and Data Re-Uploading: Evaluation on Benchmark and Laboratory Medicine Data Sets. Clinical Chemistry , Volume 72, Issue 4, April 2026, Pages 451–460. https://doi.org/10.1093/clinchem/hvaf192 ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/clinical-chemistry-podcast-314698/episodes/quantum-machine-learning-and-data-re-uploading-evaluation-on-benchmark-and-laboratory-medicine-data-sets/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/clinical-chemistry-podcast-314698/quantum-machine-learning-and-data-re-uploading-evaluation-on-benchmark-and-laboratory-medicine-data-sets.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.