Prosecution Insights
Last updated: October 02, 2026
Application No. 18/009,384

HYDRATION SENSOR FOR MONITORING AND DIAGNOSIS OF SKIN DISEASES IN ANY ENVIRONMENT AND APPLICATION OF SAME

Final Rejection §103§112
Filed
Dec 09, 2022
Priority
Mar 30, 2018 — provisional 62/650,826 +6 more
Examiner
PARK, EVELYN GRACE
Art Unit
3791
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
Northwestern University
OA Round
2 (Final)
52%
Grant Probability
Moderate
3-4
OA Rounds
0m
Est. Remaining
92%
With Interview

Examiner Intelligence

Grants 52% of resolved cases
52%
Career Allowance Rate
47 granted / 91 resolved
-18.4% vs TC avg
Strong +40% interview lift
Without
With
+40.5%
Interview Lift
resolved cases with interview
Typical timeline
3y 7m
Avg Prosecution
35 currently pending
Career history
118
Total Applications
across all art units

Statute-Specific Performance

§101
13.6%
-26.4% vs TC avg
§103
34.6%
-5.4% vs TC avg
§102
31.8%
-8.2% vs TC avg
§112
18.2%
-21.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 91 resolved cases

Office Action

§103 §112
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Response to Amendment The amendment filed May 28, 2026 has been entered. Claims 1, 3-5, 10-37, 45-46, and 73-74 are pending in the application, with claims 2, 6-9, and 47-72 being cancelled, claims 38-44 being directed to non-elected subject matter, and claims 73-74 being newly added. Applicant’s amendments to the claims have overcome each and every 101, 112, 102, and 103 rejection previously set forth in the Non-Final Office Action mailed February 2, 2026. Applicant’s amendments to the claims necessitate new grounds of rejection, as described in the Response to Arguments, 112 Rejections, and 103 Rejections below. The amendment of claim 15 does not comply with the requirements of 37 CFR 1.121(c) because claim 15 is listed as “(Original)”, however the claim includes claim markings amending the claim. Amendments to the claims filed on or after July 30, 2003 must comply with 37 CFR 1.121(c) which states: (c) Claims. Amendments to a claim must be made by rewriting the entire claim with all changes (e.g., additions and deletions) as indicated in this subsection, except when the claim is being canceled. Each amendment document that includes a change to an existing claim, cancellation of an existing claim or addition of a new claim, must include a complete listing of all claims ever presented, including the text of all pending and withdrawn claims, in the application. The claim listing, including the text of the claims, in the amendment document will serve to replace all prior versions of the claims, in the application. In the claim listing, the status of every claim must be indicated after its claim number by using one of the following identifiers in a parenthetical expression: (Original), (Currently amended), (Canceled), (Withdrawn), (Previously presented), (New), and (Not entered). (1) Claim listing. All of the claims presented in a claim listing shall be presented in ascending numerical order. Consecutive claims having the same status of “canceled” or “not entered” may be aggregated into one statement (e.g., Claims 1–5 (canceled)). The claim listing shall commence on a separate sheet of the amendment document and the sheet(s) that contain the text of any part of the claims shall not contain any other part of the amendment. (2) When claim text with markings is required. All claims being currently amended in an amendment paper shall be presented in the claim listing, indicate a status of “currently amended,” and be submitted with markings to indicate the changes that have been made relative to the immediate prior version of the claims. The text of any added subject matter must be shown by underlining the added text. The text of any deleted matter must be shown by strike-through except that double brackets placed before and after the deleted characters may be used to show deletion of five or fewer consecutive characters. The text of any deleted subject matter must be shown by being placed within double brackets if strike-through cannot be easily perceived. Only claims having the status of “currently amended,” or “withdrawn” if also being amended, shall include markings. If a withdrawn claim is currently amended, its status in the claim listing may be identified as “withdrawn—currently amended.” Since the reply filed on May 28, 2026 appears to be bona fide, it is requested that applicant makes the correction to recite the claim as “(Currently amended)” in future responses. For the purpose of examination, claim 15 is considered to be “(Currently amended)”. Claim Objections Claim 25 is objected to because of the following informalities: “from a environment” should read “from an environment” in line 4. Appropriate correction is required. Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 73-74 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. Claim 73 recites the limitation "the duty cycle" in line 4. There is insufficient antecedent basis for this limitation in the claim. Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claims 1, 3-5, 10-12, 32-37, and 73 are rejected under 35 U.S.C. 103 as being unpatentable over WO 2016/025438 (Rogers et al.) in view of US 20190184099 A1 (List et al.). Regarding claim 1, Rogers teaches a hydration sensor, comprising: a sensing module configured to be operably disposed on a target area of interest of skin of a living subject for detecting data associated with thermal properties of the skin ([00105]; [00114] “ultrathin, flexible, stretchable mechanics of the device components, in which precision thermal detectors conform intimately to the surface of the skin”); and a wireless platform coupled with the sensing module for wireless data transmission between the sensing module and an external device ([0026] “wireless communication component”), wherein the sensing module comprises a thermal actuator configured to be operably disposed on the target area of interest of the skin for heating the target area of interest thereof; and a sensing circuit configured to simultaneously detect a transient temperature change (ΔT) of the target area of interest to determine the thermal properties of the skin ([0015] “one or more thermal actuators”; [0020] “the thermal actuators and thermal sensors are capable of mechanical deformation in response to a stimulus, such as a change in temperature”; [0035] ‘thermally actuating the tissue with the one or more thermal actuators while simultaneously recording a nonequilibrium temperature of the thermal actuator and the plurality of thermal sensors; and identifying pairs of symmetrically disposed thermal sensors on opposing sides of the thermal actuator.”). Rogers does not explicitly teach wherein the sensing circuit comprises: a first pair of negative temperature coefficient thermistors (NTCs) arranged in a first Wheatstone bridge circuit, wherein the first pair of NTCs is disposed on a layer different from the thermal actuator and directly on a top of the thermal actuator, or wherein the first pair of NTCs is disposed on a same layer as the thermal actuator and each first NTC has a first distance from the thermal actuator; and a second pair of NTCs arranged in a second Wheatstone bridge circuit configured to compensate for changes in an ambient temperature. However, List teaches wherein the sensing circuit comprises: a first pair of negative temperature coefficient thermistors (NTCs) arranged in a first Wheatstone bridge circuit, wherein the first pair of NTCs is disposed on a layer different from the thermal actuator and directly on a top of the thermal actuator, or wherein the first pair of NTCs is disposed on a same layer as the thermal actuator and each first NTC has a first distance from the thermal actuator ([0046]; [0110] “the upstream thermoelectric element 10a and the downstream thermoelectric element 10b are NTCs (also referred to as NTC1 and NTC2)”; [0111]; [0117]); and a second pair of NTCs arranged in a second Wheatstone bridge circuit configured to compensate for changes in an ambient temperature ([0110] “resistor R2 and NTC2 each form a branch of a Wheatstone bridge”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include a first and second pair of NTCs. One would have been motivated to make this modification because NTCs are low cost and favorable for compact devices with attachment on the skin for extended periods of time for temperature and fluid/hydration measurements, as suggested by List ([0030, 0046, 0069, 0117]). Regarding claim 3, Rogers teaches the hydration sensor of claim 1, wherein the thermal actuator and the sensing circuit are interconnected by serpentine traces to form a flexible structure that facilitates soft, intimate contact to the skin with robust mechanical and thermal coupling ([0027] “the flexible or stretchable electronic circuit comprises one or more electronic devices or device components having a curved, serpentine, bent, wavy or buckled geometry”; [0117] “The construction uses narrow, filamentary serpentine traces and thin, low modulus silicon substrates, using concepts in ultrathin, stretchable electronic sensor design [26-33], to yield a device platform that naturally conforms to the surface of the skin”). Regarding claim 4, Rogers teaches the hydration sensor of claim 1, wherein the thermal actuator comprises at least one resistor ([0026] “resistors”). Regarding claim 5, Rogers teaches the hydration sensor of claim 4, wherein the thermal actuator comprises two or more resistors coupled to each other in series, wherein the two or more resistors are selected from the group consisting of surface-mount thin film resistors, thick film resistors, through-hole resistors, and ultrathin-film metal resistors ([0019] “the thermal actuators and thermal sensors comprise thin film structures. In an embodiment, for example, the thermal actuators and thermal sensors comprise filamentary metal structures”; [0026]; [00311] “The square shaped resistor ( a.sub.Resistor x b.sub.Resistor )”). Regarding claim 10, Rogers teaches the hydration sensor of claim 1, wherein the second pair of thermal sensors is disposed on the same layer as the first pair of thermal sensors, and each second thermal sensor is spatially apart from the first pair of thermal sensors and has a second distance from the thermal actuator ([0035] ‘thermally actuating the tissue with the one or more thermal actuators while simultaneously recording a nonequilibrium temperature of the thermal actuator and the plurality of thermal sensors; and identifying pairs of symmetrically disposed thermal sensors on opposing sides of the thermal actuator.”). Roger does not explicitly teach NTCs. However, List teaches NTCs ([0046]; [0110] “the upstream thermoelectric element 10a and the downstream thermoelectric element 10b are NTCs (also referred to as NTC1 and NTC2)”; [0111]; [0117]). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include NTCs. Rogers teaches incorporating thermistors in the device [0026] and using multiple pairs thermal sensors [0035]. One would have been motivated to make this modification to use NTCs because NTCs are low cost and favorable for compact devices with attachment on the skin for extended periods of time for temperature and fluid/hydration measurements, as suggested by List ([0030, 0046, 0069, 0117]). Regarding claim 11, Rogers teaches the hydration sensor of claim 10, wherein the first and second distances are determined by a design requirement of depth sensitivity into the skin, and ranges from 10s of μm to a few mm ([0019] “In an embodiment, for example, the thermal sensors provide a spatial resolution greater than or equal to 10 μm.”; [00114] “When combined with thermal analysis techniques, these platforms provide routes for quantitative monitoring of both the speed and direction of near surface blood flow, up to 1.5 mm in depth”). Regarding claim 12, Rogers teaches the hydration sensor of claim 1, wherein the wireless platform comprises at least one of Wi-Fi, BLE, and NFC communication protocols ([0026] “the device further comprises one or more wireless communication antenna structures or near-field communication coil”). Regarding claim 32, Rogers teaches the hydration sensor of claim 1, wherein the external device is a smartphone, a tablet, a computer, or any electronic device with data reading/processing capability ([00225] “smartphone”). Regarding claim 33, Rogers teaches the hydration sensor of claim 1, wherein the thermal properties of the skin comprise thermal conductivity and thermal diffusivity of the skin that are related to the water content of the skin, wherein the water content is a function of a skin depth ([00300] “The thermal mass of skin depends on the water content where thermal mass increases with skin hydration and water content”; [00120] “The temperature ΔT normalized by its steady-state value ΔT.sub.steady is independent of the radius of the blood vessel R and the blood flow velocity v (FIGS. 11 and 12); and its dependence on the normalized material properties λ.sub.s/λ.sub.f and ρ.sub.fc/ρ.sub.sc.sub.s and actuator radius B/L on the transient scaling law appears in FIG. 13. The only unknown parameter is the depth h. As a result, a comparison of experimental results of ΔT/ΔT.sub.steady versus time, t, to FEA results that employ different vessel depths, using the tissue thermal properties measured in the first step, can yield accurate estimates for h”). Regarding claim 34, Rogers teaches the hydration sensor of claim 33, wherein the water content is determined from the measured temperature change ΔT vs. time t ([0073] “FIG. 33G provides plots of temperature versus time”; [00120] “comparison of experimental results of ΔT/ΔT.sub.steady versus time, t”). Regarding claim 35, Rogers teaches the hydration sensor of claim 33, wherein the water content and skin surface temperature are used to determine a normal state or a disease state of the skin ([0016] “the thermal sensors are for characterizing a spatio temporal distribution of temperature resulting from heating provided by the one or more thermal actuators, for example, and in connection with physiological function, overall health of the tissue, and/diagnostic evaluation of the tissue.”; [00134] “Applications of interest include monitoring of near-surface blood flow as indicators of vascular health, particularly in diseases with vascular-associated pathologies”). Regarding claim 36, Rogers teaches the hydration sensor of claim 33, wherein the water content and skin surface temperature serve as quantitative metrics of an efficacy of a treatment of a skin disease, or other health and wellness products including skin moisturizers, lotions, and/or creams ([0030] “The tissue may be of a subject that is undergoing treatment or diagnosis.”; [00230] “The same experiment was performed on a volunteer's forearm skin. Here, different hydration levels were achieved by applying various amounts of lotion to the measurement location, prior to application of the active e-TLC device. Immediately after image capture, the e-TLC device was removed and a hydration meter was used to determine the actual moisture level (averaged from 5 readings).”). Regarding claim 37, Rogers teaches the hydration sensor of claim 1, being usable for monitoring a skin condition in a clinical setting and/or an at-home setting ([00134] “This class of devices is amenable to low cost, high volume production using established microfabrication procedures, thereby suggesting a potential for widespread use, both in the clinic and in the home setting.”). Regarding claim 73, Rogers teaches the hydration sensor of claim 1, wherein the thermal actuator is configured to be driven by a periodic current comprising an active heating phase and an inactive cooling phase in a repeating cycle to facilitate the detection of the transient temperature change, the duty cycle of which is selected to enable transient thermal transport detection of the skin without requiring steady-state thermal equilibrium ([0035] “one or more thermal actuators while simultaneously recording a non- equilibrium temperature of the thermal actuator and the plurality of thermal sensors”; [0039] “sequentially supplying a current to each thermal sensor and measuring a voltage from each thermal sensor; [0042] “The local thermal conductivity and thermal diffusivity follow from analysis of the thermal transients associated with heating and cooling”; [00184]). Claims 13-31 are rejected under 35 U.S.C. 103 as being unpatentable over WO 2016/025438 (Rogers et al.) in view of US 20190184099 A1 (List et al.), further in view of US 20140273858 A1 (Panther et al.) Regarding claim 13, Rogers teaches the hydration sensor of claim 12. Rogers does not explicitly teach wherein the wireless platform comprises a Bluetooth low energy system on a chip (BLE SoC). However, Panther teaches wherein the wireless platform comprises a Bluetooth low energy system on a chip (BLE SoC) ([0006] “Bluetooth communications via the Bluetooth Low-Energy (BLE) protocol”; [0411] “Bluetooth chipset”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include a BLE SoC. One would have been motivated to make this modification because the BLE SoC can establish communications with external devices to communicate biometric information for a portable device, as suggested by Panther [0032, 0108]. Regarding claim 14, Rogers teaches the hydration sensor of claim 1. Rogers does not teach wherein the BLE SoC comprises a general-purpose input/output (GPIO) electrically coupled to the thermal actuator for providing a periodic current to activate the thermal actuator ([0039] “sequentially supplying a current to each thermal sensor and measuring a voltage from each thermal sensor”); a differential amplifier (AMP) electrically coupled to the sensing circuit for amplifying a difference of bridge voltages; an analog-to-digital converter (ADC) electrically coupled to the AMP to digitize output voltages of the AMP; and a BLE radio configured to wirelessly transmit output signals of the ADC to the external device for processing to determine the hydration status of the skin, and receive data from the external device to activate a GPIO pin to provide the periodic current to the thermal actuator. However, Panther teaches wherein the BLE SoC comprises a general-purpose input/output (GPIO) electrically coupled to the thermal actuator for providing a periodic current to activate the thermal actuator ([0057]); a differential amplifier (AMP) electrically coupled to the sensing circuit for amplifying a difference of bridge voltages ([0062] “differential amplifier”; [0170-0171]); an analog-to-digital converter (ADC) electrically coupled to the AMP to digitize output voltages of the AMP ([0057]; [0167]; [0170] “This modified signal may then be amplified before it is digitized by the ADC.”); and a BLE radio configured to wirelessly transmit output signals of the ADC to the external device for processing to determine the hydration status of the skin, and receive data from the external device to activate a GPIO pin to provide the periodic current to the thermal actuator ([0108] “hydration levels”; [0163]; [0216] “the biometric monitoring device may also include a near-field communication (NFC) receiver/transmitter to detect proximity to another device, such as a mobile phone. When the biometric monitoring device is brought into close or detectable proximity to the second device, it may trigger the start of new functionality on the second device (e.g., the launching of an "app" on the mobile phone and radio syncing of physiological data from the device to the second device).”; [0176]; [0233]). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include an AMP and ADC to transmit output signals via BLE. One would have been motivated to make this modification because this allows physiologic parameters of interest to be measured and enhanced before being transmitted and this monitoring can modify further data collection, as suggested by Panther [0169-0170, [0176]. Regarding claim 15, Rogers teaches the hydration sensor of claim 14. Rogers does not teach wherein a digital on/off switch controlled through a custom application on the external device is adapted to enable BLE-connection and activation of the GPIO pin to source the periodic current into the thermal actuator. However, Panther teaches wherein a digital on/off switch controlled through a custom application on the external device is adapted to enable BLE-connection and activation of the GPIO pin to source the periodic current into the thermal actuator ([0134] “disabling" or adjusting the operating conditions of the stress and/or heart rate detection sensors and/or circuitry in addition to other device circuitry or displays (for example, by reducing the duty cycle of or disabling the light source(s) and/or detector(s), turning off the device display, and/or disabling or attenuating associated circuitry or portions thereof). In addition, the biometric monitoring device may periodically determine (e.g., once per second) if the operating conditions of the stress and/or heart rate detection sensors and/or associated circuitry should be restored to a normal operating condition (for example, light source(s), detector(s) and/or associated circuitry should return to a normal operating mode for heart rate detection)”; [0421]). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include a digital on/off switch to enable BLE connection. One would have been motivated to make this modification because the on/off switch allows the apparatus to determine which communication protocol is being used to transmit data, as suggested by Panther [0421]. Regarding claim 16, Rogers teaches the hydration sensor of claim 14, wherein the BLE SoC further comprises a microcontroller (μC) configured to activate the GPIO pin to source the periodic current into the thermal actuator ([0039]; [00184] “controlled by a microcontroller”). Regarding claim 17, Rogers teaches the hydration sensor of claim 14, further comprising a power module for providing power to the sensing circuit and the wireless platform ([00214] “wireless operation also demands data transmission components and power sources”). Regarding claim 18, Rogers teaches the hydration sensor of claim 17. Rogers does not explicitly teach wherein the power module comprises a battery. However, Panther teaches wherein the power module comprises a battery ([0163] “the biometric monitoring device (where it includes a rechargeable energy source (for example, rechargeable battery)) may interconnect with a charger”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include a battery. One would have been motivated to make this modification because Rogers describes that power is needed to operate the sensing circuit and wireless platform [00214], and a rechargeable battery may be used to power a biometric monitoring device, as suggested by Panther [0163, 0402]. Regarding claim 19, Rogers teaches the hydration sensor of claim 18. Rogers does not explicitly teach wherein the battery is a rechargeable battery operably rechargeable with wireless recharging. However, Panther teaches wherein the battery is a rechargeable battery operably rechargeable with wireless recharging ([0163] “the biometric monitoring device (where it includes a rechargeable energy source (for example, rechargeable battery)) may interconnect with a charger via a connector that secures itself to the biometric monitoring device using magnets that couple to the ferrous material. In addition, biometric monitoring device may also engage a dock or dock station, using such magnetic properties”; [0305] “the biometric monitoring device may detect proximity to the charger by measuring the Received Signal Strength Indication (RSSI) of a wireless signal from the charger or dock, or, in some embodiments, by recognizing an NFC or RFID tag associated with the charger or dock”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include a rechargeable battery. One would have been motivated to make this modification because Rogers describes that power is needed to operate the sensing circuit and wireless platform [00214], and a rechargeable battery may be used to power a biometric monitoring device using magnetic connection, as suggested by Panther [0163, 0402]. Regarding claim 20, Rogers teaches the hydration sensor of claim 19. Rogers does not explicitly teach wherein the power module further comprises a wireless charging module for wirelessly charging the rechargeable battery. However, Panther teaches wherein the power module further comprises a wireless charging module for wirelessly charging the rechargeable battery ([0163] “the biometric monitoring device (where it includes a rechargeable energy source (for example, rechargeable battery)) may interconnect with a charger via a connector that secures itself to the biometric monitoring device using magnets that couple to the ferrous material. In addition, biometric monitoring device may also engage a dock or dock station, using such magnetic properties”; [0305] “the biometric monitoring device may detect proximity to the charger by measuring the Received Signal Strength Indication (RSSI) of a wireless signal from the charger or dock, or, in some embodiments, by recognizing an NFC or RFID tag associated with the charger or dock”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include a wireless charging module. One would have been motivated to make this modification because Rogers describes that power is needed to operate the sensing circuit and wireless platform [00214], and a rechargeable battery may be used to power a biometric monitoring device using magnetic connection, as suggested by Panther [0163, 0402]. Regarding claim 21, Rogers teaches the hydration sensor of claim 18. Rogers does not explicitly teach wherein the power module further comprises a failure prevention element including a short-circuit protection component or a circuit to avoid battery malfunction. However, Panther teaches wherein the power module further comprises a failure prevention element including a short-circuit protection component or a circuit to avoid battery malfunction ([0147] “An epoxy with a high thermal conductivity may be used to help prevent the light source(s) (e.g., LED's) from overheating”; [0157] “, a liquid gasket and/or a pressure sensitive adhesive are used to prevent liquid from entering the biometric monitoring device body.”; [0304] “The magnetic field of magnets in the dock or cable and the magnets in the device itself may be strategically oriented so as to force the biometric monitoring device to self-align with the dock or cable (or, more specifically, a connector on the cable) and so as to provide a force that holds the biometric monitoring device in the dock or to the cable.”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include a component for preventing battery malfunction. One would have been motivated to make this modification because liquid could enter the device or the device could overheat, causing malfunction, so materials are needed to prevent this, and additionally, a force is needed to securely hold the device to the battery dock to ensure proper contact and charging, as suggested by Panther [0163, 0402]. Regarding claim 22, Rogers teaches the hydration sensor of claim 1, further comprising a flexible substrate in the form of a flexible printed circuit board (fPCB) ([0026] “the device further comprises one or more additional device components supported by the flexible or stretchable substrate”) with circuit traces that interconnect the thermal actuator on a skin side ([0027] “the one or more actuators and/or the plurality of sensors are connected by an electronic circuit. In an embodiment, for example, the electronic circuit is flexible or stretchable. In an embodiment, for example, the flexible or stretchable electronic circuit comprises one or more electronic devices or device components having a curved, serpentine, bent, wavy or buckled geometry.”). Rogers does not teach the NTCs on an air side. However, List teaches the NTCs on an air side ([0046]; [0110] “the upstream thermoelectric element 10a and the downstream thermoelectric element 10b are NTCs (also referred to as NTC1 and NTC2)”; [0111]; [0117]). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include NTCs. Rogers teaches incorporating thermistors in the device [0026] and using multiple pairs thermal sensors [0035]. One would have been motivated to make this modification to use NTCs because NTCs are low cost and favorable for compact devices with attachment on the skin for extended periods of time for temperature and fluid/hydration measurements, as suggested by List ([0030, 0046, 0069, 0117]). Rogers in view of List does not teach a BLE SoC. However, Panther teaches a BLE SoC ([0006] “Bluetooth communications via the Bluetooth Low-Energy (BLE) protocol”; [0411] “Bluetooth chipset”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers in view of List to include a BLE SoC. One would have been motivated to make this modification because the BLE SoC can establish communications with external devices to communicate biometric information for a portable device, as suggested by Panther [0032, 0108]. Regarding claim 23, Rogers teaches the hydration sensor of claim 22, wherein the flexible substrate is formed of a flexible material comprising polyimide (PI) ([0179] “polyimide”; [0262] “polyimide”), or polyethylene terephthalate (PET) ([0262] “a substrate of poly(ethyleneterephthalate) (PET)”). Regarding claim 24, Rogers teaches the hydration sensor of claim 22, further comprising an encapsulating enclosure enclosing the thermal actuator, the wireless platform, and the fPCB ([0028] “Devices of the invention include multilayer devices, for example, including one or more additional layer such as encapsulating layers at least partially encapsulating the thermal actuators and thermal sensors, and/or intermediate layers provided between the one or more thermal actuators and thermal sensors and the substrate.”). Rogers in view of List does not teach a battery. However, Panther teaches a battery ([0163] “the biometric monitoring device (where it includes a rechargeable energy source (for example, rechargeable battery)) may interconnect with a charger”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers in view of List to include a battery. One would have been motivated to make this modification because Rogers describes that power is needed to operate the sensing circuit and wireless platform [00214], and a rechargeable battery may be used to power a biometric monitoring device, as suggested by Panther [0163, 0402]. Regarding claim 25, Rogers teaches the hydration sensor of claim 24, wherein the encapsulating enclosure comprises a top layer for thermal, chemical and mechanical isolation of the hydration sensor from a environment ([0031] “barrier layer”); and a bottom layer for providing a direct interface between the thermal actuator at the skin side of the fPCB and the skin ([0249] “elastic properties of the substrate, encapsulation layer and electronics, yield soft, compliant mechanics in the overall e-TLC system. These properties yield devices that are well suited for mounting on the skin.”). Regarding claim 26, Rogers teaches the hydration sensor of claim 25, wherein the top layer is a shell-like top encapsulation layer including small air gaps for thermally, mechanically, and chemically insulating the critical sensing components ([00215] “second layer of polyimide (1.5 μm) places the sensing/heating elements in the neutral mechanical plane and provides electrical insulation and mechanical strain isolation. Reactive ion etching of the polyimide defines the mesh layout of the array and exposes the bonding locations.”). Regarding claim 27, Rogers teaches the hydration sensor of claim 26, wherein the top layer is formed of a flexible material including silicone or silicone gel, low/high density polyethylene (LDPE/HDPE), polystyrene, Teflon®, and various other flexible polymers ([0098]; [00182] “A final layer of silicone”; [0031] “polyethylene”). Regarding claim 28, Rogers teaches the hydration sensor of claim 25, wherein the bottom layer comprises a flexible adhesive for attaching the hydration sensor to the skin ([0096] “adhesive layer”). Regarding claim 29, Rogers teaches the hydration sensor of claim 28, wherein the bottom layer further comprises an ultrathin fabric of fiberglass/reinforcement material embedded in the flexible adhesive layer for enhancing the mechanical robustness of the hydration sensor ([00213] “an ultrathin, compliant skin-like, or ‘epidermal’, photonic device that combines colorimetric temperature indicators with wireless stretchable electronics for precision thermal measurements when softly laminated on the surface of the skin”; [00214] “The epidermal format induces minimal perturbations on the natural mechanical and thermal properties of the skin”; [00215] “thin (20 μm) black elastomeric membrane as a mechanical support”; [00182]). Regarding claim 30, Rogers teaches the hydration sensor of claim 29, wherein the reinforcement material is flexible and has varying mesh density and thickness to lend tear resistance to the bottom layer ([00182] “Reactive ion etching of the polyimide defines the mesh layout of the array and exposes the bonding locations. A water-soluble tape (3M, USA) enables removal of the mesh layout from the Si wafer, to expose its back surface for deposition of Ti (3 nm)/SiO.sub.2 (30 nm) by electron beam evaporation” … “A final layer of silicone (˜40 μm) in combination with a frame of medical tape (3M, USA) provides sufficient mechanical support to allow repeated (hundreds of times) use of a single device.”; [0029] “the device has an areal mass density selected over the range of 0.1 mg cm.sup.−2 to 100 mg cm.sup.−2. In an embodiment, for example, the device exhibits a stretchability without failure of greater than 5%. In an embodiment, for example, the device exhibits a stretchability without failure selected over the range of 5% to 200%”). Regarding claim 31, Rogers teaches the hydration sensor of claim 28, wherein the flexible adhesive layer is formed of silicone or silicone gel, or double-sided skin-safe adhesives, with the ratio of silicone and silicone gel being adjusted to co-optimize mechanical integrity and tackiness of the adhesive ([00182] “A final layer of silicone (˜40 μm) in combination with a frame of medical tape (3M, USA) provides sufficient mechanical support to allow repeated (hundreds of times) use of a single device.”). Claims 45-46 are rejected under 35 U.S.C. 103 as being unpatentable over WO 2016/025438 (Rogers et al.) in view of US 20190184099 A1 (List et al.), further in view of US 20170156623 A1 (Chu et al.). Regarding claim 45, Rogers teaches the hydration sensor of claim 1. Rogers does not explicitly teach being compatible with alcohol-based cleaning wipes allowing for re-use across different users, without any damage to the hydration sensor or loss in efficacy of the hydration sensor adhesive. However, Chu teaches being compatible with alcohol-based cleaning wipes allowing for re-use across different users, without any damage to the hydration sensor or loss in efficacy of the hydration sensor adhesive ([0123] “To determine reusability, three separate burst pressure measurements were taken for the same set of adhesive polymer devices bonded to the glass. After each test, the adhesive polymer was removed from the glass slide, washed with isopropyl alcohol”). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include using alcohol wipes to clean and reuse the sensor. One would have been motivated to make this modification because washing the adhesive with alcohol does not have significant loss in adhesion of the device, as suggested by Chu [0125], [0129]. Regarding claim 46, Rogers teaches the hydration sensor of claim 1. Rogers does not explicitly teach being sterilizable using alcohol, autoclave steam sterilization, and gas phase sterilization. However, Chu teaches being sterilizable using alcohol, autoclave steam sterilization, and gas phase sterilization ([0123] “To determine reusability, three separate burst pressure measurements were taken for the same set of adhesive polymer devices bonded to the glass. After each test, the adhesive polymer was removed from the glass slide, washed with isopropyl alcohol”; [0127] “The construct was then sterilized via autoclave”; [0093; 0125]). It would have been obvious for one of ordinary skill in the art before the effective filing date of the invention to have modified the sensor taught by Rogers to include sterilizing the sensor. One would have been motivated to make this modification because exposing the adhesive to alcohol, autoclave, and gas does not have significant loss in adhesion of the device and enables to it be reused, as suggested by Chu [0125-0129]. Response to Arguments Applicant's arguments filed May 28, 2026 have been fully considered. With respect to the 103 Rejections in the Non-Final Office Action (See Pages 12-14 of Applicant’s Response “Claim Rejections under 35 U.S.C. 103”), Applicant argues that Cross does not teach or suggest the claimed bridge ambient compensation architecture. Applicant states that Cross does not cure the deficiencies of Rogers because there is no motivation to modify Rogers’ skin-interfaced transient thermal profiler with Cross’s ear-canal steady state thermistor layout. Applicant also states that Cross does not teach or suggest arranging a first pair of NTCs in a first Wheatstone bridge and a second pair of NTCs in a second Wheatstone bridge, nor does it teach using the second bridge specifically to compensate for ambient temperature changes in a flexible skin sensor. Applicant states that Cross and Rogers are used in different anatomical context and physical integration and there is no reasonable motivation to graft Cross’s ear-shell thermistor spacing onto Rogers’s flexible epidermal platform. Applicant states that Panther and Chu do fail to cure the deficiencies of Rogers, and there is no reasonable motivation to combine references. There are new grounds of claim rejections that were necessitated by the claim amendments. The List reference in the 103 rejections above was not previously relied upon in the Non-Final Office Action. List discloses a skin-mounted sensor that utilizes multiple NTCs in a Wheatstone bridge circuit, which allow for temperature and fluid sensing [0030, 0046, 0069, 0117]. Incorporation of these thermistors into the sensor taught by Rogers would be obvious, as described above. Claims 3-5, 10-37, 45-46, and 73 are rejected to and claim 74 is objected to because the rejection of claim 1 is proper and the prior art teaches or suggests all the features of these claims for the reasons described in the 103 Rejections. New claims 73-74 have been rejected under U.S.C. 112 as described above. Conclusion THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to EVELYN GRACE PARK whose telephone number is (571)272-0651. The examiner can normally be reached Monday - Friday, 9AM - 5:00PM. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Robert (Tse) Chen can be reached at (571)272-3672. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /EVELYN GRACE PARK/Examiner, Art Unit 3791 /TSE CHEN/Supervisory Patent Examiner, Art Unit 3791
Read full office action

Prosecution Timeline

Dec 09, 2022
Application Filed
Feb 02, 2026
Non-Final Rejection mailed — §103, §112
May 28, 2026
Response Filed
Aug 17, 2026
Final Rejection mailed — §103, §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12727769
NEAR-FIELD COHERENT SENSING METHODS AND SYSTEMS
4y 11m to grant Granted Sep 08, 2026
Patent 12714336
METHOD AND SYSTEM FOR MODEL-BASED TRACKING OF HEMOGLOBIN A1C FROM DAILY CONTINUOUS GLUCOSE MONITORING PROFILES
4y 3m to grant Granted Aug 25, 2026
Patent 12672780
PALPATION SUPPORT DEVICE AND PALPATION SUPPORT METHOD
4y 5m to grant Granted Jul 07, 2026
Patent 12635907
System and Method for Automatic Evaluation of Gait Using Single or Multi-Camera Recordings
5y 4m to grant Granted May 26, 2026
Patent 12622622
BLOOD GLUCOSE STATES BASED ON SENSED BRAIN ACTIVITY
2y 2m to grant Granted May 12, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.
Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

3-4
Expected OA Rounds
52%
Grant Probability
92%
With Interview (+40.5%)
3y 7m (~0m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 91 resolved cases by this examiner. Grant probability derived from career allowance rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month