CAFC Precedential Decision on Rule 12(b)(6) Affirms Patent Ineligibility of Medical Scan Visualization Claims

“AI Visualize argued the claims ‘require the creation of ‘on the fly’ virtual views at a client computer,’ and are therefore not abstract… [but] the court said the claims merely create a virtual view from the existing VVD, amounting to abstract data manipulation.”

Rule 12(b)(6)The U.S. Court of Appeals for the Federal Circuit (CAFC) issued a precedential decision decision authored by Judge Reyna today affirming a district court’s grant of a Rule 12(b)(6) motion alleging that AI Visualize’s patent claims were ineligible under Section 101.

AI Visualize owns U.S. Patent Nos. 8,701,167 (’167 patent), 9,106,609 (’609 patent), 9,438,667 (’667 patent), and 10,930,397 (’397 patent), which all relate to visualization of medical scans. AI Visualize sued Nuance Communications, Inc. and Mach7 Technologies, Inc. for patent infringement. Nuance filed a motion to dismiss for failure to state a claim, arguing the claims were directed to patent ineligible subject matter. Since AI Visualize’s Amended Complaint provided no further information about the eligibility of the claims and neither party asked for claim construction, the district court reviewed the eligibility of the claims and concluded they were all ineligible.

At Alice step one, the court found the claims were directed to the abstract idea of “retrieving user-requested, remotely stored information.” At step two, the court said the inventive component of Claim 1, which is “the ability to obtain virtual views of a [“volume visualization dataset”] VVD over a low bandwidth, high latency network,” was only apparent in one limitation and that limitation was “claimed functionally, at a high level of generality,” and thus failed to save the claims from abstraction.

In its analysis, the CAFC agreed that the claims were abstract at step one, explaining that the relevant claims “recite a system that includes the functionally-oriented steps of: storing data (VVD) on a server, accepting user requests to view a portion of that data (virtual views), checking for the location of all data needed for the virtual view, “creating” image frames from any non-locally-stored virtual view data, transmitting all non-locally-stored image frames to the user, compiling all image frames, and sequentially displaying the image frames to the user.” This amounts to converting data and then using computers to collect and display the data, said the CAFC.

AI Visualize argued the claims “require the creation of ‘on the fly’ virtual views at a client computer,” and are therefore not abstract. Citing to Hawk Tech. Sys., LLC v. Castle Retail, LLC, 60 F.4th 1349 (Fed. Cir. 2023) for support, the court said the claims merely create a virtual view from the existing VVD, amounting to abstract data manipulation.

Hawk Technology Systems was a precedential 2023 CAFC holding in which the court affirmed a district court’s holding that Hawk’s patent infringement case regarding its patent for a “high-quality, reduced data rate streaming video product and monitoring system” should be dismissed under Rule 12(b)(6) for ineligibility under Section 101.

Although AI Visualize pointed to multiple passages from the specification to support its view that “creation” of virtual views provides a technical solution to a technical problem, the CAFC said it refuses “to import details from the specification if those details are themselves not claimed.”

As to Alice step two, AI Visualize argued that the creation of virtual views and the creation of virtual views on demand or in real time transforms the claims into “significantly more” than the abstract idea. Citing to Affinity Labs of Tex., LLC v. DIRECTV, LLC, 838 F.3d 1253, 1257 (Fed. Cir. 2016) and Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350, 1354 (Fed. Cir. 2016), the CAFC concluded that AI Visualize had “not made sufficient factual allegations to support that the claims involve unconventional technology or a concrete application of the abstract idea of virtual view ‘creation.’” The district court’s Rule 12(b)(6) dismissal was thus affirmed.

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13 comments so far. Add my comment.

  • [Avatar for Ostriches]
    Ostriches
    April 17, 2024 04:17 pm

    It has now been over 10 years since the failed abortion of a decision – Alice.

    Congress has done nothing since then, and has done nothing since the “Judicial Exceptions” were first legislated from the bench.

    Logic requires that when a claim includes a single physical element – whether old or new – it is no longer abstract or a mere idea – it has now become a specific, physical implementation/manifestation of that idea, which is eligible for patent protection. There is no debating this simple fact.

    One simply cannot argue logically (or at all) with those that refuse to accept and apply logic.

    It’s a damned struggle session.

  • [Avatar for John Hocker]
    John Hocker
    April 11, 2024 01:36 am

    The Federal Circuit and specification indicated that conversion of raw 2D image to 3D image was conventional, even if large processing power required (the technical problem). The solution appears to be sharing the 3D images across multiple devices by using a centralized database. Using a database means there needs to be retrieval. The specification also discusses “lookup” and “match” … “a memory address of the frame or a file name of the frame.” Thus, there may have been a different result, if the representative claim would have recited: “when a request for a specific 3D image frame is received, looking up (or searching) the centralized database to determine whether a memory address or file name of the specific 3D image frame matches a memory address or file name of a stored 3D image frame; when YES (a matching image frame is found), retrieving (and displaying) the image frame; and when NO (a match is not found), performing (“luxurious”, processing power extensive) creation of 3D image frame by converting 2D data to 3D image frame.

  • [Avatar for B]
    B
    April 9, 2024 06:43 pm

    @ BobM “Does anyone remember the last computer-implemented set of patent claims that were said to be patentable under 35 USC 101 by the CAFC? It seems to be a while…”

    The CAFC sees these claims constantly, but never does their Alice/Mayo b.s. unless it’s an issue from a dist.ct. or the USPTO. See the below links – all s/w claims.

    The CAFC is populated by seriously stupid and dishonest people.

    https://cafc.uscourts.gov/opinions-orders/23-1462.OPINION.4-3-2024_2295452.pdf

    https://cafc.uscourts.gov/opinions-orders/22-1421.OPINION.4-8-2024_2297603.pdf

    https://cafc.uscourts.gov/opinions-orders/22-2109.OPINION.4-4-2024_2296276.pdf

  • [Avatar for BP101]
    BP101
    April 9, 2024 02:17 pm

    @BobM, I “believe”, this is more of a Reyna problem, like Reyna, I lived/practiced in NM (“the land of enchantment”, i.e., mythology). Reyna has been steeped in theology since birth, he’s an ordained preacher. One may say, he has “la cabeza en las nubes”. The Latin “n?b?s” (generally clouds) can mean: phantom, something insubstantial. Combine his theological, anti-science bend with his Romance language-based mental machinery, and there you go. He places “belief” above science and can’t help but thinking the “cloud”, as in cloud computing, is abstract (phantom). He is helplessly (ignorantly) drawn to 101; this is a serious problem. Reyna may be OK for some areas of law, but technology ain’t one of them.

  • [Avatar for BobM]
    BobM
    April 9, 2024 08:43 am

    Does anyone remember the last computer-implemented set of patent claims that were said to be patentable under 35 USC 101 by the CAFC? It seems to be a while…

  • [Avatar for Pro Say]
    Pro Say
    April 8, 2024 09:40 pm

    The fix was in. Yet again.

    White-collar criminals in black robes. What is this — are we in China? Russia? North Korea?

    The fact is that they’re doing and have done to innovation is just as bad — if not far worse — as what those criminals who are stealing American innovation for Communist China are doing and have done.

    Those black robes should be replaced by pin strips.

  • [Avatar for Anon]
    Anon
    April 8, 2024 04:20 pm

    lol – nice add B (in multiple aspects).

  • [Avatar for B]
    B
    April 8, 2024 11:07 am

    @ fake Anon “Ouch. Oh to be the patent attorney that drafted those claims.”

    You mean an attorney who drafted claims that meet every statutory requirement?

  • [Avatar for Anon]
    Anon
    April 6, 2024 11:36 am

    Brother Anon – it is not clear what point you are trying to make.

  • [Avatar for Anon]
    Anon
    April 5, 2024 06:16 pm

    Ouch. Oh to be the patent attorney that drafted those claims.

  • [Avatar for B]
    B
    April 5, 2024 04:56 pm

    More capricious CAFC trash written by the most technically ignorant people who can’t be bothered to understand technology musch less determine what is an impprovement.

    @ Vincent “The question of whether claim elements are “routine, conventional, or well known” has no relevance at all to whether the claim is directed to an abstract idea (35 USC 101). Instead, those concepts go to the issues of novelty (35 USC 102) and obviousness (35 USC 103).”

    Yeah, anyone not brain-damaged and can count past 101 understands this.

  • [Avatar for BP101]
    BP101
    April 5, 2024 03:27 pm

    This is indeed the deliberate handiwork of Reyna, using 101 on 12(b)(6) to answer what should be 102/103 issues. I worked in radiology (MR/CT) and later in litigation involving 3D image-based treatment planning. It’s sad Reyna has NO appreciation for this technology. Reyna should be banned from any radiology wing or forced to be imaged using 1890s tech (Röntgenograms).

    Multiple people are likely to blame for this poor opinion. The district court judge for sure. I have not looked into the briefs, but valid points as to utility, if made, evidently did not sink into Reyna’s brain; not sure that would have mattered anyways given the fact that Reyna’s toolbox is missing the tools for 102/103, sections that require using science rather than fiction.

  • [Avatar for Vincent DeLuca]
    Vincent DeLuca
    April 5, 2024 12:07 pm

    What an awful decision. A system that enables users to review three-dimensional virtual views of a medical image on a remote computer
    connected to the internet without having to transmit or locally store the entire VVD, is indeed an improvement in technology. The court has distorted the concept of “abstractness” to the point where it is meaningless. The question of whether claim elements are “routine, conventional, or well known” has no relevance at all to whether the claim is directed to an abstract idea (35 USC 101). Instead, those concepts go to the issues of novelty (35 USC 102) and obviousness (35 USC 103).

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