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  • PTAB · Dec 19, 2025 · IPR2025-01066 · APJ Mary C Hoffman · IPR · Institution

    Institution was denied because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable, including failure to show the claimed image-receiving quality-assessment neural network.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “review. 35 U.S.C. § 314; 37 C.F.R. § 42.4(a). Under 35 U.S.C. § 314(a), an inter partes review may not be instituted “unless . . . the information presented in the petition . . . and any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Based on the current record and for the reasons explained below, Petitioner has not demonstrated a reasonable likelihood of prevailing with respect to at least one of the challenged claims of the ’591 patent. Thus, we do not institute this inter partes review.” slip op. at 2

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Because Petitioner’s formulation is supported by declaratory testimony and appears consistent with the level of skill reflected in the asserted prior art and the ’591 patent, and because Patent Owner does not provide any supporting evidence, we adopt Petitioner’s formulation of the level of ordinary skill in the art. See Ex. 1002 ¶¶ 31–33. Our decision would be the same regardless of the differences between Petitioner’s and Patent Owner’s formulations.” slip op. at 10

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “The parties do not propose any express claim construction. Pet. 11– 12; Prelim Resp. 17. We also determine that no express claim construction is necessary for our Decision, apart from that discussed in our below analysis. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (holding that only terms in controversy must be construed “and only to the extent necessary to resolve the controversy”) (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 11

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundReasonable expectation not foundNot shown unpatentable

      “Petitioner also fails to provide sufficient rationale and a reasonable expectation of success in combining Krishnan and Lee to arrive at a quality assessment neural network configured to receive an image. See Pet. 34–37. For example, the Petition lacks an explanation of why a POSITA would have been motivated to modify Krishnan’s quality assessment neural network to be configured to receive an image, instead of extracted features, in view of Lee’s image-receiving category classifying neural network. Id. Without such further explanation, Petitioner’s challenge falls short. Petitioner’s argument that neural networks for image quality assessment were “well-known” is not persuasive—it does not address the particular scope of limitation 1i, which also requires that the neural network is configured to receive images. Pet. 35 (citing Ex. 1002 ¶¶ 47–51, 118; Exs. 1017, 1023, 1024, 1026). Petitioner’s argument that combining Krishnan and Lee “would merely amount to applying known work from the field . . . to yield predictable results” is not persuasive because the Petition ties this reasoning to modifying Krishnan with Lee’s view-category-specific assessment parameters, not modifying Krishnan’s quality assessment neural network to receive images instead of extracted features. Id. at 37 (citing Ex. 1002 ¶ 126). Lastly, we note Petitioner’s expert’s discussion regarding neural networks for image quality assessments. Ex. 1002 ¶¶ 43–53 (citing Exs. 1010, 1015, 1016, 1017, 1018, 1023, 1024, 1026). However, the Petition does not explain how this evidence demonstrates that the proposed combination teaches or suggests a quality assessment neural network configured to receive images, or that such would have been obvious in the context of the claimed invention. See Pet. 32–37.” slip op. at 19

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 11,129,591
  • PTAB · Dec 19, 2025 · IPR2025-00740 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Patent Owner’s motions to dismiss and entered adverse judgment after Patent Owner disclaimed all challenged claims in the captioned trials.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018).” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Denied

      “Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    None
    Patents in suitUS 10,828,559
  • PTAB · Dec 19, 2025 · IPR2025-00703 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Patent Owner’s motions to dismiss and entered adverse judgment against it on claims 1, 2, 11, and 13 of the challenged patent after their disclaimer.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018). In this case, Patent Owner, after the institution decisions, disclaimed the challenged claims such that there are no remaining claims in the trials. Patent Owner presents no persuasive reasons why we should not apply Rule 42.73 or why termination or dismissal is more appropriate. Under the IPR2025-00745 (Patent 9,662,582 B2) IPR2025-00746 (Patent 10,974,151 B2) circumstances of these cases, we construe the filing of disclaimers as requests for adverse judgment.” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Denied

      “In the Motions, Patent Owner, relying on Sanofi-Aventis U.S., LLC v. Dr. Reddy’s Lab’ys, Inc., argues that, “[b]ecause all claims at issue have been disclaimed, any case or controversy over the claims is moot,” and, “[a]ccordingly, the IPR[s] should be dismissed.” Mot. 2 (citing Sanofi- Aventis U.S., LLC v. Dr. Reddy’s Lab’ys, Inc., 933 F.3d 1367, 1373 (Fed. Cir. 2019)). Sonofi-Aventis pertains to the requirement under Article III of the Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted

      “above-captioned cases requesting inter partes review of certain claims (“the challenged claims”) of the subject U.S. Patents. See, e.g., IPR2025-00702, Paper 1. Mullen Industries LLC (“Patent Owner”) filed Preliminary Responses to the Petitions. See, e.g., IPR2025-00702, Paper 10. Because we determined that Petitioner had demonstrated a reasonable likelihood that it would prevail with respect to at least one challenged claim in each case, we instituted inter partes review of all challenged claims on all asserted grounds in all of the cases. See, e.g., IPR2025-00702, Paper 11.” slip op. at 2

    None
    Patents in suitUS 11,033,821
  • PTAB · Dec 19, 2025 · IPR2025-00702 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Mullen’s motions to dismiss and entered adverse judgment after Mullen disclaimed all challenged claims in the instituted trials.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018).” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Motion to exclude, deniedDenied

      “Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    None
    Patents in suitUS 10,967,270
  • PTAB · Dec 19, 2025 · IPR2025-00737 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Mullen’s motions to dismiss and entered adverse judgment against it on claims 1, 2, 4-7, 13, and 17 after those claims were disclaimed post-institution.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “We determine that Petitioner has the better position. Our rules provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018). In this case, Patent Owner, after the institution decisions, disclaimed the challenged claims such that there are no remaining claims in the trials. Patent Owner presents no persuasive reasons why we should not apply Rule 42.73 or why termination or dismissal is more appropriate. Under the IPR2025-00745 (Patent 9,662,582 B2) IPR2025-00746 (Patent 10,974,151 B2) circumstances of these cases, we construe the filing of disclaimers as requests for adverse judgment.” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Denied

      “Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    None
    Patents in suitUS 8,585,476
  • PTAB · Dec 19, 2025 · IPR2025-00738 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Patent Owner’s motions to dismiss and entered adverse judgment after Patent Owner disclaimed all challenged claims, including claims 1, 2, 11, and 13 of the ’582 patent.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018).” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Denied

      “In the Motions, Patent Owner, relying on Sanofi-Aventis U.S., LLC v. Dr. Reddy’s Lab’ys, Inc., argues that, “[b]ecause all claims at issue have been disclaimed, any case or controversy over the claims is moot,” and, “[a]ccordingly, the IPR[s] should be dismissed.” Mot. 2 (citing Sanofi- Aventis U.S., LLC v. Dr. Reddy’s Lab’ys, Inc., 933 F.3d 1367, 1373 (Fed. Cir. 2019)). Sonofi-Aventis pertains to the requirement under Article III of the Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    None
    Patents in suitUS 9,744,448
  • PTAB · Dec 19, 2025 · IPR2025-00739 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Mullen’s motions to dismiss and entered adverse judgment against it for challenged claims 1, 8, 13, and 20 of U.S. Patent 10,179,277 after their post-institution disclaimer.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “We determine that Petitioner has the better position. Our rules provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018). In this case, Patent Owner, after the institution decisions, disclaimed the challenged claims such that there are no remaining claims in the trials. Patent Owner presents no persuasive reasons why we should not apply Rule 42.73 or why termination or dismissal is more appropriate. Under the IPR2025-00745 (Patent 9,662,582 B2) IPR2025-00746 (Patent 10,974,151 B2) circumstances of these cases, we construe the filing of disclaimers as requests for adverse judgment.” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Denied

      “In the Motions, Patent Owner, relying on Sanofi-Aventis U.S., LLC v. Dr. Reddy’s Lab’ys, Inc., argues that, “[b]ecause all claims at issue have been disclaimed, any case or controversy over the claims is moot,” and, “[a]ccordingly, the IPR[s] should be dismissed.” Mot. 2 (citing Sanofi- Aventis U.S., LLC v. Dr. Reddy’s Lab’ys, Inc., 933 F.3d 1367, 1373 (Fed. Cir. 2019)). Sonofi-Aventis pertains to the requirement under Article III of the Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    None
    Patents in suitUS 10,179,277
  • PTAB · Dec 19, 2025 · IPR2025-00741 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Patent Owner’s dismissal motions and entered adverse judgment against Mullen Industries LLC on claims 1, 12, 17, and 20 of U.S. Patent 11,376,493 B2 after disclaimer.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018). In this case, Patent Owner, after the institution decisions, disclaimed the challenged claims such that there are no remaining claims in the trials. Patent Owner presents no persuasive reasons why we should not apply Rule 42.73 or why termination or dismissal is more appropriate. Under the IPR2025-00745 (Patent 9,662,582 B2) IPR2025-00746 (Patent 10,974,151 B2) circumstances of these cases, we construe the filing of disclaimers as requests for adverse judgment.” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Denied

      “Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    None
    Patents in suitUS 11,376,493
  • PTAB · Dec 19, 2025 · IPR2025-00742 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Patent Owner’s dismissal motions and entered adverse judgment against it for the disclaimed challenged claims in the listed proceedings.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “We determine that Petitioner has the better position. Our rules provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018). In this case, Patent Owner, after the institution decisions, disclaimed the challenged claims such that there are no remaining claims in the trials. Patent Owner presents no persuasive reasons why we should not apply Rule 42.73 or why termination or dismissal is more appropriate. Under the IPR2025-00745 (Patent 9,662,582 B2) IPR2025-00746 (Patent 10,974,151 B2) circumstances of these cases, we construe the filing of disclaimers as requests for adverse judgment.” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Denied

      “In the Motions, Patent Owner, relying on Sanofi-Aventis U.S., LLC v. Dr. Reddy’s Lab’ys, Inc., argues that, “[b]ecause all claims at issue have been disclaimed, any case or controversy over the claims is moot,” and, “[a]ccordingly, the IPR[s] should be dismissed.” Mot. 2 (citing Sanofi- Aventis U.S., LLC v. Dr. Reddy’s Lab’ys, Inc., 933 F.3d 1367, 1373 (Fed. Cir. 2019)). Sonofi-Aventis pertains to the requirement under Article III of the Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    None
    Patents in suitUS 11,904,243
  • PTAB · Dec 19, 2025 · IPR2025-00743 · APJ Ken B Barrett · IPR · Adverse judgment

    The Board denied Patent Owner’s motions to dismiss and entered adverse judgment against Patent Owner for challenged claims 1, 8, 16, and 18 after their post-institution disclaimer.

    RulingsAdverse judgment
    • Adverse judgmentAdverse judgmentGranted

      “provide that “[a] party may request judgment against itself at any time during a proceeding,” and “[a]ctions construed to be a request for adverse judgment include . . . [c]ancellation or disclaimer of a claim such that the party has no remaining claim in the trial.” 37 C.F.R. § 42.73(b)(2). “The application of the [adverse judgment] rule on its face does not turn on the patentee’s characterization of its own request.” Arthrex, Inc. v. Smith & Nephew, Inc., 880 F.3d 1345, 1349 (Fed. Cir. 2018).” slip op. at 6

    • PTAB / AIA Trials › Other PTAB motions (exclude, strike, seal, additional discovery, rehearing)Denied

      “Constitution that there exist a case or controversy to be adjudicated by a district court. See Sanofi-Aventis, 933 F.3d at 1372–73. The Board is not a district court or any other Article III court, and Patent Owner has not shown persuasively that Sanofi-Aventis supports its argument that dismissal, as opposed to adverse judgement, is appropriate.” slip op. at 3

    None
    Patents in suitUS 11,947,716

Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.