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AI Hallucinations in Biology: Systemic Risks

https://sudonull.com/ai-hallucinations-in-biology-systemic-risks

Breaking down why AI in biology produces false predictions despite perfect metrics. Examples of data leakage, overfitting and lessons for developers. Learn how to implement checks for reliable models.

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Jan 5, 2020 ·

https://www.sciencedirect.com/science/article/pii/S0378111919307176

Jan 5, 2020 · Adipose-derived mesenchymal stem cells (MSCs) are attractive biological agents in regenerative medicine. To optimize cell therapies, it is necessary t…

Jan 30, 2015 ·

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0116021

Jan 30, 2015 · The current study examines the effect of fever- range hyperthermia and mild hypothermia on human cancer cells focusing on cell viability , proliferation and HSP90 expression.

Oct 1, 2025 ·

https://www.sciencedirect.com/science/article/pii/S0734975025001119

Oct 1, 2025 · Mammalian cells are the preferred expression system for obtaining recombinant proteins (r-proteins) due to their ability to generate human-like glycos…

Nov 2, 2021 ·

https://www.nature.com/articles/s41598-021-00908-0

Nov 2, 2021 · Hyperthermia has been studied as a noninvasive cancer treatment. Cancer cells show stronger thermal cytotoxicity than normal cells , which is exploited in hyperthermia . However, the absence of methods evaluating the thermal cytotoxicity in cells ...

The Impact of Varying Cooling and Thawing Rates on the Quality of...

https://pmc.ncbi.nlm.nih.gov/articles/PMC6399228/

In this study, we examine the interaction between the rate of cooling and rate of warming on the viability and function of T cells formulated in a conventional DMSO based cryoprotectant and processed in conventional cryovials.

Feb 27, 2019 ·

https://www.nature.com/articles/s41598-018-38065-6

Feb 27, 2019 · Human induced pluripotent stem cell (hiPSC)-derived retinal pigment epithelium (hiPSC-RPE) cells suspension have the potential for regenerative treatment. However, practical regenerative applications with hiPSC-RPE cells require the development ...

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