Prosecution Insights
Last updated: April 19, 2026
Application No. 18/547,440

APPARATUS FOR AND METHOD OF MEASURING INTRACRANIAL DYNAMICS

Non-Final OA §102§103§112
Filed
Aug 22, 2023
Examiner
SABOKTAKIN, MARJAN
Art Unit
3797
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
Oulun Yliopisto
OA Round
1 (Non-Final)
57%
Grant Probability
Moderate
1-2
OA Rounds
4y 5m
To Grant
72%
With Interview

Examiner Intelligence

Grants 57% of resolved cases
57%
Career Allow Rate
150 granted / 263 resolved
-13.0% vs TC avg
Strong +15% interview lift
Without
With
+15.2%
Interview Lift
resolved cases with interview
Typical timeline
4y 5m
Avg Prosecution
46 currently pending
Career history
309
Total Applications
across all art units

Statute-Specific Performance

§101
6.9%
-33.1% vs TC avg
§103
47.4%
+7.4% vs TC avg
§102
13.8%
-26.2% vs TC avg
§112
25.3%
-14.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 263 resolved cases

Office Action

§102 §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 . Information Disclosure Statement Information Disclosure Statement (IDS) submitted on 08/22/2023 has been entered and fully considered by the examiner. Claim Objections Claim 10 is objected to under 37 CFR 1.75(c) as being in improper form because a dependent claim should refer to other claims in the alternative only. See MPEP § 608.01(n). Accordingly, the claim 10 is not been further treated on the merits. 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. Claim 15 is 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 15 recites the limitation "the at least one piece of data" in penultimate line. There is insufficient antecedent basis for this limitation in the claim. Regarding claim 15, claim recites: “performing at least one of the following by at least one sensing device”. However, the claim fails to specify whether the recited “at least one sensing device” is the same as the direct current electroencephalogphagh? Is it the optical measurement arrangement? Is it the capacitive sensor arrangement? Or some other device is intended? As a result, the metes and bounds of the claim are not clear and the claim is considered to be indefinite. For the purposes of examination, the broadest reasonable interpretation has been used. Claim Rejections - 35 USC § 102 The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claim 1, 2, 4-6, 11, 14, and 15 is rejected under 35 U.S.C. 102(a)(1) as being anticipated by Myllyla et al. (“Assessment of the dynamics of human glymphatic system by near-infrared spectroscopy”, Bio Photonics, 2017) hereinafter “Myllyla”. Regarding claim 1, Myllyla discloses an apparatus for measuring intracranial dynamics, [see abstract of Myllyla] wherein the apparatus comprises at least one sensing device of the following: an electroencephalographic electrode arrangement, which is configured to be in electric contact with skin of a cranium, and sense direct-current electroencephalographic signals from the brain, an optic measurement arrangement configured to direct optic radiation toward the brain through the cranium,[see page 3, left column, second paragraph and FIG. 3 disclosing the optical measurement of the brain through the cranium (behind the skin of the skull)] and receive the optic radiation reflected and/or scattered therefrom, [see FIG. 3] and a capacitive sensor arrangement configured to be in proximity without having an electric contact to the skin of the cranium, and sense electric potential signals of the head, and the apparatus additionally comprises a data processing arrangement [see FIG. 6, right column, first paragraph disclsoing a laptop computer. It is inherent that a laptop computer has a processing unit] configured to receive electric signals from the at least one sensing device, [see page 5, right column, last paragraph continued in page 6, right and left column, first paragraph disclosing receiving and processing the optical data] and determine data on at least one of the following dynamics: glymphatic system, water within the cranium, [see FIGs. 9, 13, and 14 disclosing the dynamic change in water concentration in the cranium] brain tissue movements, water and/or electrolyte movements and intracranial pressure based on said electric signals from the at least one sensing device; and the data processing arrangement configured to output of at least one piece of the data on the dynamics through a user interface [see FIG. 7, 9, 13, and 14 of Myllyla shows the concentration of the water dynamic changes in the cranium Regarding claim 2, Myllyla, further discloses wherein the optic measurement arrangement is configured to measure the brain tissue at least one optic wavelength band [one band in 980nm and one band in 660 or 740nm], which is dominantly attenuated by the water within the cranium, [see page 3, left column, first paragraph disclosing that wavelength of 980 was used for sensitivity to water] and at least one optic wavelength band, which is dominantly attenuated by the blood within the cranium [see page 3, left column, first paragraph disclosing that wavelength of 660 or 740 was used for sensitivity to hemoglobin in the blood] in order to separately measure the dynamics of the water within the cranium and the cerebral blood where dynamical changes between the blood and water within the cranium reflect glymphatic activity and brain tissue pulsations. [see abstract and page 5, right column, second and third paragraphs disclosing studying the dynamics of water and hemoglobin changes in the skull] Regarding claim 4, Myllyla further discloses that the data processing unit is configured to form data on glymphatic activity as a difference between the dynamics of water and the blood within the cranium [see page 5, second paragraph, last 5 lines disclosing subtracting water from HbT and FIGs. 7-14] Regarding claim 5, Myllyla further discloses that the data processing unit is configured to determine the glymphatic activity based on correlation of the data on the water within the cranium and the cerebral arterial blood. [see page 7, section under 4. Results and Discussion and FIGs. 12-14 show the free water and BH concentration changes; page 8, section under conclusion discloses that changes in free water concentration is correlated with dynamics of glymphatic circulation] Regarding claim 6, Myllyla further discloses wherein the data processing unit is configured to determine the glymphatic activity based on an envelope of a signal of the data on water within the cranium. [see FIG. 13 and its caption disclosing that the envelope of the free water signal is calculated and used in the calculations; page 8, section under conclusion discloses that changes in free water concentration is correlated with dynamics of glymphatic circulation] Regarding claim 11, Myllyla further discloses that the data processing unit is configured to determine data on the glymphatic activity based on the data on the hydrodynamics of water within the cranium [see page 7, section under 4. Results and Discussion and FIGs. 12-14 show the free water changes in the cranium; page 8, section under conclusion discloses that changes in free water concentration is correlated with dynamics of glymphatic circulation] and the physiological model. [see page3, right column, continued in page 4 discloses simulation of the photon scattering and absorption in the brain tissue using Monte Carlo model; combining the results of the simulation for various wavelengths in then used to estimate the water variation which correlates with glymphatic activity (see abstract)] Regarding claim 14, Myllyla further discloses wherein the data processing unit comprises one or more processors, one or more memories [see FIG. 6, right column, first paragraph disclosing a laptop computer. It is inherent that a laptop computer has a processing unit and a memory] including computer program code [Monte Cardo simulation code; see page 3, right column, section under 2.2 measurement volume of the NIRS optode] and the one or more memories and the computer program code are configured to with the one or more processors, cause the data processing unit for measuring the intracranial dynamics at least to: receive the electric signals, [see page 3, left column, second paragraph and FIG. 3 disclosing the optical measurement of the brain through the cranium (behind the skin of the skull by receiving optical signal] determine the at least one of the following dynamics: the glymphatic system, the water within the cranium, [see FIGs. 9, 13, and 14 disclosing the dynamic change in water concentration in the cranium]the brain tissue movements and the intracranial pressure based on the electric signals, and output the at least one piece of the data on the dynamics through the user interface. Regarding claim 15, Myllyla discloses a method of measuring intracranial dynamics [see abstract of Myllyla], the method comprising performing at least one of the following by at least one sensing device: measuring direct-current electroencephalographic signals from the brain with an electroencephalographic electrode arrangement in electric contact with skin of a cranium, directing optic radiation toward the brain, [see page 3, left column, second paragraph and FIG. 3 disclosing the optical measurement of the brain through the cranium (behind the skin of the skull)] and receiving the optic radiation reflected and/or scattered therefrom with an optic measurement arrangement [see FIG. 3], and measuring electric potential signals of the brain with a capacitive sensor arrangement in proximity without having an electric contact to the skin of the cranium; and determining, by a data processing arrangement, [see FIG. 6, right column, first paragraph disclosing a laptop computer. It is inherent that a laptop computer has a processing unit] based on electric signals from the at least one sensing device data [see page 5, right column, last paragraph continued in page 6, right and left column, first paragraph disclosing receiving and processing the optical data] on at least one of the following dynamics: glymphatic system, water within the cranium, [see FIGs. 9, 13, and 14 disclosing the dynamic change in water concentration in the cranium] brain tissue movements, water and/or electrolyte movements and intracranial pressure based on at least one electric signal from the at least one sensing device; [see FIG. 7, 9, 13, and 14 of Myllyla shows the concentration of the water dynamic changes in the cranium] and 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. The factual inquiries for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. This application currently names joint inventors. In considering patentability of the claims the examiner presumes that the subject matter of the various claims was commonly owned as of the effective filing date of the claimed invention(s) absent any evidence to the contrary. Applicant is advised of the obligation under 37 CFR 1.56 to point out the inventor and effective filing dates of each claim that was not commonly owned as of the effective filing date of the later invention in order for the examiner to consider the applicability of 35 U.S.C. 102(b)(2)(C) for any potential 35 U.S.C. 102(a)(2) prior art against the later invention. Claim 3 is rejected under 35 U.S.C. 103 as being unpatentable over Myllyla et al.”, Bio Photonics, 2017) hereinafter “Myllyla” in view of Kiviniemi et al. (“Real-time monitoring of human blood-brain barrier disruption”, PLoS ONE 12(3), 2017) hereinafter “Kivineiemi” and Rovati et al. (“Near Infrared spectroscopy for non-invasive monitoring of drugs blood-brain barrier penetration”. IEEE, 2016) hereinafter “Rovati”. Regarding claim 3, Myllyla discloses all the limitations of claim 1 [see rejection of claim 1] Myllya does not disclose that the data processing unit is configured to detect an opening of a blood- brain-barrier based on concentration changes of the oxy-hemoglobin, deoxy-hemoglobin and water within the cranium. Kiviniemi, directed towards monitoring of human BBB disruptions using optical methods [see abstract of Kiviniemi] further discloses that the data processing unit is configured to detect an opening of a blood- brain-barrier based on concentration changes of the oxy-hemoglobin, deoxy-hemoglobin within the cranium. [see FIGS. 1-2 and their caption showing detection of concentration of HbO and Hb in order to find any BBB openings] Rovati, directed towards optical monitoring of BBB penetration [see abstract of Rovati] further discloses of the data processing unit is configured to detect an opening by monitoring water within the cranium. [see page 4, left column, section under A. Effects of exogenous oxygen showing detection of changes to the total blood volume which is an indication of water in the blood; see also FIG. 4b] It would have been obvious to a person of ordinary skill level in the art at the time of the filing of the invention to modify the teachings of Myllyla further such that the data processing unit is configured to detect an opening of a blood- brain-barrier based on concentration changes of the oxy-hemoglobin, deoxy-hemoglobin within the cranium according to the teachings of Kivineimi in order to detect and BBBD which inhibits the penetration of hydrophilic and polar drugs to the brain tissue and hinders the effective treatments to the brain [see page 2, section under Introduction, first paragraph] It would have been obvious to a person of ordinary skill level in the art at the time of the filing of the invention to modify the teachings of Myllyla further such that the data processing unit is configured to detect an opening by monitoring water within the cranium according to the teachings of Rovati in order to effectiveness of drug delivery to the brain tissue [see page 1, left column, section under I. introduction, second paragraph] Claim 12 is rejected under 35 U.S.C. 103 as being unpatentable over Myllyla et al.”, Bio Photonics, 2017) hereinafter “Myllyla” in view of Kiviniemi et al. (“Real-time monitoring of human blood-brain barrier disruption”, PLoS ONE 12(3), 2017) hereinafter “Kivineiemi”. Regarding claim 12, Myllyla discloses all the limitations of claim 1 [see rejection of claim 1] Myllya does not disclose that the data processing unit is configured to detect an opening of a blood-brain-barrier based on electric signals from the electroencephalographic electrode arrangement of the at least one sensing device. Kiviniemi, directed towards monitoring of human BBB disruptions using optical methods [see abstract of Kiviniemi] further discloses that the data processing unit is configured to detect an opening of a blood-brain-barrier based on electric signals from the electroencephalographic electrode arrangement of the at least one sensing device. [see page 3, section under DC-EEG and ECG data collection and analysis disclosing detection using electrodes; see the results showing a BBB disruption in FIG. 1a] It would have been obvious to a person of ordinary skill level in the art at the time of the filing of the invention to modify the teachings of Myllyla further such that the data processing unit is configured to detect an opening of a blood-brain-barrier based on electric signals from the electroencephalographic electrode arrangement of the at least one sensing device data processing unit is configured to detect an opening of a blood-brain-barrier based on electric signals from the electroencephalographic electrode arrangement of the at least one sensing device according to the teachings of Kivineimi in order to detect and BBBD which inhibits the penetration of hydrophilic and polar drugs to the brain tissue and hinders the effective treatments to the brain [see page 2, section under Introduction, first paragraph] Claim 13 is rejected under 35 U.S.C. 103 as being unpatentable over Myllyla et al.”, Bio Photonics, 2017) hereinafter “Myllyla” in view of Jo et al. (“Real-time estimation of paracellular permeability of cerebral endothelial cells by capacitance sensor array, Scientific Reports, 2015) hereinafter “Jo” Regarding claim 13, Myllyla discloses all the limitations of claim 1 [see rejection of claim 1] Myllya does not disclose that the data processing unit is configured to determine an opening of a blood-brain-barrier based on signal of the capacitive sensor arrangement. Jo, directed towards real time estimation of the permeability of brain cells using capacitance sensors [see abstract of Jo] further disclose that the data processing unit is configured to determine an opening of a blood-brain-barrier based on signal of the capacitive sensor arrangement. It would have been obvious to a person of ordinary skill level in the art at the time of the filing of the invention to modify the teachings of Myllyla further such that the data processing unit is configured to determine an opening of a blood-brain-barrier based on signal of the capacitive sensor arrangement according to the teachings of Dong in order to Claims 7-9 are rejected under 35 U.S.C. 103 as being unpatentable over Myllyla et al. (“Assessment of the dynamics of human glymphatic system by near-infrared spectroscopy”, Bio Photonics, 2017) hereinafter “Myllyla” in view of Sutin et al. (U.S. Publication No. 2018/0103861) hereinafter “Sutin”. Regarding claim 7, Myllyla discloses all the limitations of claim 1 [see rejection of claim 1] Myllya does not disclose that the data processing unit is configured to determine the intracranial pressure and/or stiffness of the brain based on a waveform of a signal of the data on the hydrodynamics of at least one of the following: the water within the cranium and the cerebral blood, the waveform being caused by head movements, heartbeat and/or breathing. Sutin, directed towards non-invasive intracranial monitoring [see abstract of Sutin] the data processing unit is configured to determine the intracranial pressure [see step 810 of FIG. 8 and [0081] of Sutin] and/or stiffness of the brain based on a waveform of a signal of the data on the hydrodynamics of at least one of the following: the water within the cranium and the cerebral blood, the waveform being caused by head movements, heartbeat and/or breathing. [see [0077]-[0081] disclosing using heart rate and respiration data, hemoglobin data and oximetry data to determine the intracranial pressure] It would have been obvious to a person of ordinary skill level in the art at the time of the filing of the invention to modify the teachings of Myllyla further such that the data processing unit is configured to determine the intracranial pressure and/or stiffness of the brain based on a waveform of a signal of the data on the hydrodynamics of at least one of the following: the water within the cranium and the cerebral blood, the waveform being caused by head movements, heartbeat and/or breathing according to the teachings of Sutin in order to monitor and determine any intracranial hemorrhage or traumatic brain injuries [see [0008] of Sutin] Regarding claim 8, Myllyla as modified by Sutin discloses all the limitations of claim 7 [see rejection of claim 7] Myllyla discloses that the data processing unit is configured to compare the waveform with a reference waveform, which is based on a physiological model of a brain, [see page 6, right column, section under 3.2. simultaneous NIRS and fMRI, first paragraph] Myllyla does not disclose that the comparison is done for determining at least one of the following: brain stiffness, the intracranial pressure and deviation from the physiological model. Sutin further discloses that the comparison is done for determining at least one of the following: brain stiffness, the intracranial pressure and deviation from the physiological model. [see [0084] of Sutin disclosing comparing the waveforms with reference to another signal or event at a different time] It would have been obvious to a person of ordinary skill level in the art at the time of the filing of the invention to modify the teachings of Myllyla further such that for determining at least one of the following: brain stiffness, the intracranial pressure and deviation from the physiological model. Regarding claim 9, Myllyla as modified by Sutin discloses all the limitations of claim 7 [see rejection of claim 7] Myllyla further discloses that the data processing unit is configured to decompose the waveform into decompositions, [see page 7, left column, discloses a linear decomposition of the waveform into independent components] Myllyla does not disclose to determine at least one of the following: brain stiffness, the intracranial pressure and deviation from the physiological model. Sutin further discloses to determine at least one of the following: brain stiffness, the intracranial pressure and deviation from the physiological model. [see step 810 of FIG. 8 and [0081] of Sutin] It would have been obvious to a person of ordinary skill level in the art at the time of the filing of the invention to modify the teachings of Myllyla further such that it is configured to determine at least one of the following: brain stiffness, the intracranial pressure and deviation from the physiological model according to the teachings of Sutin in order to monitor and determine any intracranial hemorrhage or traumatic brain injuries [see [0008] of Sutin] Conclusion No claim is allowed. Any inquiry concerning this communication or earlier communications from the examiner should be directed to MARJAN - SABOKTAKIN whose telephone number is (303)297-4278. The examiner can normally be reached M-F 9 am-5pm CT. 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, Michael Carey can be reached at (571) 270-7235. 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. /MARJAN SABOKTAKIN/Examiner, Art Unit 3797 /MICHAEL J CAREY/Supervisory Patent Examiner, Art Unit 3795
Read full office action

Prosecution Timeline

Aug 22, 2023
Application Filed
Dec 09, 2025
Non-Final Rejection — §102, §103, §112 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
57%
Grant Probability
72%
With Interview (+15.2%)
4y 5m
Median Time to Grant
Low
PTA Risk
Based on 263 resolved cases by this examiner. Grant probability derived from career allow rate.

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