Abstract: In one aspect, molecular sensors and methods of making molecular sensors are described herein. In some embodiments, such a sensor comprises a first layer having a dual nanohole structure and a second layer having at least one nanopore. In some embodiments, the first and second layer define a chip of the sensor. In another aspect, methods of sensing are described herein, which in some embodiments comprise (i) providing a test sample comprising complexed and/or non-complexed biomolecules; (ii) contacting the test sample with the first layer of the molecular sensor; (iii) irradiating the dual nanohole structure of the sensor with a beam of electromagnetic radiation; (iv) optically trapping the biomolecules in the dual nanohole structure and measuring a surface plasmon resonance; (v) applying an electric field across the nanopore of the sensor; and (vi) measuring change in current across the nanopore during one or more translocation events of the biomolecules.

Abstract: In one aspect, methods of detecting tumor cells are described herein. In some embodiments, a method of detecting tumor cells comprises providing a device, the device comprising a substrate surface and a plurality of first aptamer probes attached to the substrate surface. The method further comprises contacting a plurality of cells with the plurality of first aptamer probes attached to the substrate surface; adhering one or more of the plurality of cells to the substrate surface; and measuring a non-uniformity parameter, a Hausdorff distance, a change in the number of pseudopods, and/or a shape of at least one adhered cell. In some cases, the method further comprises using the non-uniformity parameter, Hausdorff distance, change in the number of pseudopods, and/or shape of the adhered cell to identify the adhered cell as a tumor cell or a non-tumor cell.

Abstract: In one aspect, methods of detecting tumor cells are described herein. In some embodiments, a method of detecting tumor cells comprises providing a device, the device comprising a substrate surface and a plurality of first aptamer probes attached to the substrate surface. The method further comprises contacting a plurality of cells with the plurality of first aptamer probes attached to the substrate surface; adhering one or more of the plurality of cells to the substrate surface; and measuring a non-uniformity parameter, a Hausdorff distance, a change in the number of pseudopods, and/or a shape of at least one adhered cell. In some cases, the method further comprises using the non-uniformity parameter, Hausdorff distance, change in the number of pseudopods, and/or shape of the adhered cell to identify the adhered cell as a tumor cell or a non-tumor cell.

Abstract: In one aspect, methods of detecting tumor cells are described herein. In some embodiments, a method of detecting tumor cells comprises providing a device, the device comprising a substrate surface and a plurality of first aptamer probes attached to the substrate surface. The method further comprises contacting a plurality of cells with the plurality of first aptamer probes attached to the substrate surface; adhering one or more of the plurality of cells to the substrate surface; and measuring a non-uniformity parameter, a Hausdorff distance, a change in the number of pseudopods, and/or a shape of at least one adhered cell. In some cases, the method further comprises using the non-uniformity parameter, Hausdorff distance, change in the number of pseudopods, and/or shape of the adhered cell to identify the adhered cell as a tumor cell or a non-tumor cell.

Abstract: Language learning and speech training techniques are implemented to provide automated and real-time quantitative feedback to the user. Sound samples produced by a speaker are transcribed and analyzed against database sound samples to: provide speech therapy, compute the accuracy of a speaker's pronunciation, aid in learning a foreign language, and help members of the deaf community learn to communicate with spoken language.

Abstract: Devices, systems, and methods for detecting protein-nucleic acid and cell-nucleic acid hybridization, using surface-tethered aptamer probes, without the use of labeling or target modification and capable of recycling.

Abstract: In one aspect, methods of detecting tumor cells are described herein. In some embodiments, a method of detecting tumor cells comprises providing a device, the device comprising a substrate surface and a plurality of first aptamer probes attached to the substrate surface. The method further comprises contacting a plurality of cells with the plurality of first aptamer probes attached to the substrate surface; adhering one or more of the plurality of cells to the substrate surface; and measuring a non-uniformity parameter, a Hausdorff distance, a change in the number of pseudopods, and/or a shape of at least one adhered cell. In some cases, the method further comprises using the non-uniformity parameter, Hausdorff distance, change in the number of pseudopods, and/or shape of the adhered cell to identify the adhered cell as a tumor cell or a non-tumor cell.

Abstract: Devices, systems, and methods for detecting nucleic acid hybridization, including single nucleic base mutations at low concentrations, are disclosed, using surface-tethered hairpin loop oligonucleotide probes and metal-nanoparticles conjugated to a hybridization detection sequence that is capable of binding the stem region of the opened hairpin loop oligonucleotide probe, without the use of labeling or target modification and capable of recycling.

Abstract: Devices, systems, and methods for detecting protein-nucleic acid and cell-nucleic acid hybridization, using surface-tethered aptamer probes, without the use of labeling or target modification and capable of recycling.

Abstract: Devices, systems, and methods for detecting nucleic acid hybridization, including single nucleic base mutations at low concentrations, are disclosed, using surface-tethered hairpin loop oligonucleotide probes and metal-nanoparticles conjugated to a hybridization detection sequence that is capable of binding the stem region of the opened hairpin loop oligonucleotide probe, without the use of labeling or target modification and capable of recycling.