Full Opinion

In the United States Court of Appeals For the Seventh Circuit ____________________ No. 25-2054 UNITED STATES OF AMERICA, Plaintiff-Appellee, v. MONA GHOSH, Defendant-Appellant. ____________________ Appeal from the United States District Court for the Northern District of Illinois, Eastern Division. No. 1:23-cr-00140 — Franklin U. Valderrama, Judge. ____________________ ARGUED MAY 14, 2026 — DECIDED JULY 31, 2026 ____________________ Before RIPPLE, SCUDDER, and ST. EVE, Circuit Judges. RIPPLE, Circuit Judge. Mona Ghosh pleaded guilty to two counts of health care fraud. She had practiced medicine in the fields of obstetrics and gynecology and, in the course of her work, she had billed insurance providers for services which she did not provide or which were not medically necessary. In this appeal, she contends that the district court erroneously denied her a sentence reduction for accepting responsibility, erroneously applied a sentence enhancement for conscious or 2 No. 25-2054 reckless risk of serious bodily injury, and imposed a substan- tively unreasonable 120-month sentence. For the reasons set forth in this opinion, we affirm the judgment of the district court. I BACKGROUND A Dr. Ghosh formerly practiced as an obstetrician-gynecol- ogist in Hoffman Estates, Illinois. She owned and operated Progressive Women’s Healthcare, S.C. From February 2018 to April 2022, she participated in a scheme to defraud health care benefit programs, including Medicaid and Tricare. She sub- mitted, and caused her employees to submit, fraudulent claims for procedures and services which were not provided or which were not medically necessary. These claims in- cluded charges for telemedicine visits when Dr. Ghosh did not speak to the patient but left only a voicemail, for office visits and procedures where Dr. Ghosh did not see the pa- tient, and for procedures that were medically unnecessary or predicated on false diagnoses. She was reimbursed for $7,888 for fraudulent claims for in-office visits when she was on va- cation outside of Illinois, $793,716 for improperly billed tele- medicine visits, and $1,677,346 for unnecessary medical pro- cedures and tests. Those unnecessary procedures included, as relevant here, endometrial ablations. B Initially facing an indictment containing thirteen counts of health care fraud, Dr. Ghosh pleaded guilty to two of those counts pursuant to a plea agreement. These two counts al- leged that Dr. Ghosh had submitted a claim to the Tricare No. 25-2054 3 health care benefit program for a telemedicine visit she did not provide as billed and that she submitted a claim to Tricare for lab testing that was not medically necessary. Other counts in the indictment had alleged, among other things, that Dr. Ghosh performed endometrial ablations that were not medically necessary. 1 During her change-of-plea hearing, Dr. Ghosh made a se- ries of statements upon which the district court would even- tually rely to support its decision to deny an acceptance-of- responsibility sentencing reduction. At the hearing, when the court asked Dr. Ghosh if she agreed with the Government’s recitation of the facts, she said: Your Honor, I am technically challenged and I — just with the medical part of my billing. The billing was given to somebody else who is now sitting in India, and completely attended by him. So I am the doctor and I am the physician responsible, but it is, I believe, my responsibil- ity, which is why I'm saying I am guilty, but it was obtained by my office under my name. 2 The court asked Dr. Ghosh if the facts in the written plea agreement were true. She replied: The billing was done by my office and my ap- pointed people and it is my responsibility, your Honor for, you know, billing this, and I’m terri- bly sorry for what has been billed by them. I, as a solo OB-GYN, … I was completely focused on 1 R.1 at 5, 14, 15. 2 R.107 at 43:17–23. 4 No. 25-2054 patients and taking care of them. I know when you go home and then you have to run again for a delivery at midnight, I didn’t have the time to look into billing. And I completely, stupidly, completely depended on people to input charges and send for billing …. 3 The court told Dr. Ghosh that she would have an oppor- tunity to provide her perspective on “how things happened” at the sentencing hearing, and at the change-of-plea hearing she needed to state whether the facts in the plea agreement were true or not. When asked if she disagreed with any facts, she said: No. I take complete responsibility for whatever billing was sent from my office and because I am the physician and I am the responsible person and I should have … been more strict about looking into billing and everything. It is totally my responsibility, your Honor, which is why I am pleading guilty. 4 About two months after Dr. Ghosh pleaded guilty, the State of Illinois filed a professional complaint against her. The Illinois Department of Financial and Professional Regulation (Department of Professional Regulation) filed a complaint seeking to have Dr. Ghosh’s physician’s license revoked. The complaint cited paragraphs from the plea agreement in which 3 Id. at 45:03–11. 4 Id. at 46:17–24. No. 25-2054 5 she admitted to “knowingly submitt[ing] fraudulent claims … for medically unnecessary procedures and tests ….” 5 Dr. Ghosh hired a civil attorney, who was not representing her in her criminal case, to represent her before the Depart- ment of Professional Regulation. Her answer to the profes- sional complaint directly cited the plea agreement but made multiple denials of the facts as stated in that agreement. As to one paragraph from the plea agreement, Dr. Ghosh admitted to the allegation that she “knowingly submitted or caused to be submitted fraudulent claims to the [insurance pro- grams].” 6 But, “[a]nswering further,” Dr. Ghosh explained that she “did not do the billing herself. She hired an outside entity to do the medical billing for her, namely KG Patel.”7 Attached to her answer was an electronically signed verifica- tion. It shows that Dr. Ghosh received the answer from her attorney, then electronically signed the answer sixteen sec- onds after she opened the file. Dr. Ghosh’s sentencing hearing took place over two days, and her sentence was imposed the next month. At the sen- tencing hearing, the district court heard testimony from Dr. Ghosh’s former patients (including one patient who also worked as her medical assistant) and from two expert wit- nesses. The patients testified that they had reviewed their own patient files and that those files contained false state- ments about their medical histories and symptoms. 5 Appellant’s App. 35. 6 Id. at 35, 39. 7 Id. at 39. 6 No. 25-2054 At least some of those false statements were in Dr. Ghosh’s handwriting, according to one of the patients who also worked as Dr. Ghosh’s medical assistant. She testified that she witnessed Dr. Ghosh circle the billing and diagnoses codes on each “encounter form” which was filled out for each patient visit. She saw Dr. Ghosh select diagnoses codes for pelvic pain, irregular bleeding, and menorrhagia (heavy bleeding) more often than other codes. She also witnessed Dr. Ghosh send out samples for testing and billing even when a biopsy was obviously unsuccessful and could not provide any bi- opsy results. Repeated biopsies happened “often.” 8 Patients testified that they received medical procedures they did not know about or want. For example, one patient testified that she expected to receive during an appointment a hysteroscopy (in which the physician uses a scope to visu- alize the uterus), a biopsy, and an insertion of an intrauterine device (IUD) to thin the endometrial lining. Among the pro- cedures she received, however, was an endometrial ablation. An endometrial ablation destroys the endometrial lining to treat abnormal uterine bleeding. This procedure is irreversi- ble. Both expert witnesses testified that an endometrial abla- tion is not advisable if the patient wants to become pregnant or has cancer or pre-cancer. Four patients who testified at the sentencing hearing said that Dr. Ghosh performed endometrial ablations on them, ei- ther without consent or by coercing them into consenting. Alt- hough the patients signed consent forms, which explained that one of the procedures they would undergo was the endo- metrial ablation, they testified that they had not consented. 8 R.91 at 36:08–09. No. 25-2054 7 One patient testified that she was pressured into accepting the procedure; another testified that Dr. Ghosh covered up the portion of the form that mentioned the ablation before she signed it; another testified that her signature was forged; and another testified that the mention of the ablation was added to the form after she signed it. Dr. Sarah Wagner, the Government’s expert, testified on medical explanations and procedures. However, she did not review the patients’ medical records, interview the patients, or opine on the appropriateness of the patients’ ablations. Dr. Patrick Pozzi testified as Dr. Ghosh’s expert. He re- viewed the patients’ files. He testified that he relied on the ac- curacy of the files and that his opinion might differ if the med- ical records were inaccurate. He testified that two of the four patients who received ablations were good candidates for ab- lations. He was not asked whether an ablation was appropri- ate for the other two patients. After the experts testified, over a dozen former patients presented victim impact statements. The parties presented their arguments on the 18 U.S.C. § 3553(a) factors, and Dr. Ghosh addressed the court. C At the final sentencing hearing, the district court ad- dressed two issues relevant to this appeal and imposed its sentence. The district court applied a two-level enhancement for conscious or reckless risk of death or serious bodily injury un- der Guideline § 2B1.1(b)(16). Although § 2B1.1(b)(16) does not define what constitutes a conscious or reckless risk of se- rious bodily injury, we have held that recklessness “reflects a 8 No. 25-2054 mental state in which a defendant was aware of the risk cre- ated by her conduct and the risk was of such a nature and degree, that to disregard that risk constituted a gross devia- tion from the standard of care that a reasonable person would exercise in such a situation.” 9 The district court summarized in detail the sentencing hearing’s testimony. It concluded that the Government showed that Dr. Ghosh “had a pattern of performing endometrial ablations that did not conform to the standard of care; that is, they were not medically necessary or were performed without informed consent ….” 10 It was “reckless” to perform the ablations without the patients’ knowledge or consent and then to accept payments for the procedures. 11 Next, the court determined that Dr. Ghosh was not enti- tled to a reduction for accepting responsibility under Guide- line § 3E1.1. Dr. Ghosh bore the burden of proving acceptance of responsibility by a preponderance of the evidence. The court decided that her response to the Department of Profes- sional Regulation’s complaint in which she denied conduct to which she had admitted in the plea agreement prevented the conclusion that she had accepted responsibility. The court also relied on Dr. Ghosh’s blaming her civil attorney for filing a rote response reciting that Dr. Ghosh had hired KG Patel to handle medical billing. “Such a deflection could not have come merely from an attorney with no knowledge of the case 9 R.95 at 467:06–10 (citing United States v. Mohsin, 904 F.3d 580, 584 (7th Cir. 2018)). 10 Id. at 470:22–25. 11 Id. at 471:18. No. 25-2054 9 merely following a form response.” 12 The court also noted Dr. Ghosh’s answers during the change-of-plea hearing where she made “repeated efforts to deflect blame for the bill- ing in this case.” 13 The court determined that Dr. Ghosh’s total offense level was 30, which yielded a Guidelines range of 97 to 121 months’ imprisonment. The court then analyzed the § 3553(a) factors, beginning with the nature and circumstances of the offense. The court characterized her offense as “serious” because she did “not merely bill insurance companies for services that [she] did not provide ….” 14 The “heart” of the case was not billing fraud but the “women, mothers, sisters, daughters,” who wanted to become pregnant but could not because of the ablations. 15 The court determined that Dr. Ghosh’s history and characteristics were “neutral.” 16 She had no criminal his- tory and was a nonviolent offender who had a difficult child- hood and had experienced abuse from a family member. She excelled in school and became an obstetrics and gynecology physician after becoming a naturalized citizen. She received “numerous” letters of support. 17 But she used the money from her fraudulent billing to “support [her] lifestyle, including multiple tens of thousands of dollars in luxury brand 12 Id. at 475:20–22. 13 Id. at 477:04. 14 Id. at 483:14, 483:21–22. 15 Id. at 484:16–20. 16 Id. at 489:07. 17 Id. at 490:10–11. 10 No. 25-2054 purchases.” 18 The court then concluded that a 120-month sen- tence with two years of supervised release was appropriate. II DISCUSSION A Dr. Ghosh first contends that the district court should have granted her a reduction in her offense level for accepting re- sponsibility under § 3E1.1. A district court’s denial of a reduc- tion for accepting responsibility under § 3E1.1 is a factual finding subject to clear error review. 19 “A defendant who falsely denies, or frivolously contests, relevant conduct that the court determines to be true has acted in a manner inconsistent with acceptance of responsibil- ity, but the fact that a defendant’s challenge is unsuccessful does not necessarily establish that it was either a false denial or frivolous.” U.S. SENT’G GUIDELINES MANUAL § 3E1.1 cmt. 1(A) (U.S. SENT’G COMM’N 2018). The district court is “better equipped to ‘assess whether a particular defendant is moti- vated by genuine acceptance of responsibility or by a self- serving desire to minimize his own punishment.’” United States v. Major, 33 F.4th 370, 382 (7th Cir. 2022) (quoting United States v. Cunningham, 103 F.3d 596, 598 (7th Cir. 1996)). When making this finding, “the sentencing judge is required to look beyond formalistic expressions of culpability and to deter- mine whether the defendant has manifested an acceptance of personal responsibility for his offense in a moral sense.” Id. 18 Id. at 493:02–03. 19 United States v. Robinson, 942 F.3d 767, 770 (7th Cir. 2019) (citation mod- ified). No. 25-2054 11 (quoting Cunningham, 103 F.3d at 598). “Attempting to mini- mize one’s level of involvement in an offense is sufficient to deny a reduction for acceptance of responsibility, even when the defendant has pleaded guilty.” Id. (citation modified). Dr. Ghosh makes multiple arguments to support her con- tention that the district court should have applied the reduc- tion. None carry the day. 1 Dr. Ghosh first points out the actions that she believes demonstrate that she took responsibility: she pleaded guilty to two counts; agreed to the Government’s factual recitation in the plea agreement; complied with all pretrial conditions; and reflected her remorse and acceptance in her allocution statement. However, pleading guilty and complying with probation requirements do not necessarily render clearly er- roneous the district court’s determination that a defendant did not accept responsibility. See id. (“[P]leading guilty does not entitle a defendant to a reduction for acceptance of re- sponsibility.”). The district court was on solid ground when it determined that Dr. Ghosh shifted responsibility away from herself during her statements she made to the court. Dr. Ghosh said at her change-of-plea hearing, “[t]he billing was given to somebody else who is now sitting in India, and completely attended by him.” 20 At her allocution, she took it a step further, suggesting that her fraudulent billing “hap- pened gradually” as a result of “[c]hoosing patient care over paperwork.”21 She said she “didn’t fully understand 20 R.107 at 43:19–20. 21 R.94 at 441:22–24. 12 No. 25-2054 computers” and was “[t]otally depending on billing.” 22 She said she did not “want to give any excuses” but then immedi- ately said that she “assumed that others would catch what I missed.” 23 In stark contrast, her former medical assistant tes- tified that Dr. Ghosh would circle, by hand, the billing and diagnoses codes on each “encounter form” that was filled out for each patient visit. Dr. Ghosh contends that the court misconstrued her state- ments as attempts to avoid responsibility instead of argu- ments in mitigation. Cf. United States v. Robinson, 942 F.3d 767, 771 (7th Cir. 2019) (reversing the district court’s denial of a reduction for acceptance of responsibility because the defend- ant had made a statement “in mitigation of the seriousness of [his] offense” and not to “disclaim[] responsibility”). Here, however, Dr. Ghosh’s statements were not reasons explaining why she committed billing fraud. She repeatedly stated that the fraudulent billing was done by other individuals and that her responsibility was limited to failing to appoint trustwor- thy billing staff and to supervise that staff. 24 Dr. Ghosh also points out that her inconsistent statements before the district court were raised for the first time by the 22 Id. at 441:24–442:01. 23 Id. at 442:02–03. 24 Dr. Ghosh points out in her reply brief that her plea agreement states she “submitted or caused to be submitted fraudulent claims.” R.33 at 3, 5, 6 (emphasis added). Therefore, pointing out that another person handled billing for her was not inconsistent with her plea agreement. However, other admissions in the plea agreement state that she “submitted fraudu- lent claims” herself. Id. at 4, 5, 6. And her former medical assistant testified that Dr. Ghosh “always” circled, by hand, the billing codes on each of the patients’ encounter forms. R.91 at 32:18. No. 25-2054 13 court when it announced her sentence. She relies upon United States v. Jackson, 32 F.3d 1101, 1105 (7th Cir. 1994), where we explained that Federal Rule of Criminal Procedure 32(a)(1) “requires that the court afford the parties ‘an opportunity to comment upon the probation officer’s determination and on other matters relating to the appropriate sentence.’” But Dr. Ghosh agrees that her change-of-plea hearing was her op- portunity to demonstrate that she took “complete responsibil- ity.” 25 By making statements meant to “manifest[] ac- ceptance,” 26 she knew that the district court would consider them when determining whether she had accepted responsi- bility. The district court is “due great deference because [it] is in a unique position to evaluate a defendant’s words and de- meanor in order to determine his acceptance of responsibil- ity.” United States v. Seidling, 737 F.3d 1155, 1162 (7th Cir. 2013). That the district court listened to Dr. Ghosh’s state- ments and drew a conclusion opposite from the one she now urges upon us does not justify resentencing. 2 Dr. Ghosh also contends that the district court gave too much weight to her filing before the Department of Profes- sional Regulation. She emphasizes that her answer to the De- partment’s allegations was drafted by a civil attorney whom she retained the same day she received the complaint. She re- counts that she reviewed the drafted answer for only sixteen seconds before signing it. Dr. Ghosh furthermore takes issue 25 See Appellant’s Br. 16 (“At the plea hearing, Dr. Ghosh acknowledged her guilt … [s]he twice responded that she took ‘complete responsibility.’” (quoting R.107 at 46:17–24)). 26 Id. 14 No. 25-2054 with the district court’s decision to cite specifically a sentence from the answer in which she stated that KG Patel handled billing for her. In her view, the court should have considered the entire drafting process of the answer or asked whether Dr. Ghosh understood that the answer was inconsistent with her criminal plea agreement. Dr. Ghosh’s claim that she was denied the opportunity to develop the record as to how her answer came about is un- convincing. Dr. Ghosh made multiple statements across mul- tiple hearings before the district court in which she down- played her culpability. The Government raised the Depart- ment of Professional Regulation answer in its sentencing memorandum. Dr. Ghosh’s response did not address the an- swer at all. And the Government raised the answer again in its response to her sentencing memorandum. The district court did not err when it considered her Department of Pro- fessional Regulation answer in denying her a reduction for accepting responsibility or in determining her ultimate sen- tence. B Dr. Ghosh next contends that the district court erred by applying the two-level enhancement under § 2B1.1(b)(16) for conscious or reckless risk of serious bodily injury because it failed to resolve conflicting expert testimony and misapplied the recklessness standard. We review a district court’s deci- sion to apply the § 2B1.1(b)(16) enhancement for clear error as to the factual findings and de novo as to the legal conclusions, No. 25-2054 15 including the interpretation of the phrase “reckless risk of se- rious bodily injury.” 27 Section 2B1.1(b)(16)(A) provides for a two-level increase if the offense involved the conscious or reckless risk of death or serious bodily injury. The text of the enhancement “does not define what constitutes ‘the conscious or reckless risk of death or serious bodily injury.’” United States v. Mohsin, 904 F.3d 580, 584 (7th Cir. 2018). We have affirmed the imposition of the enhancement “[i]n a mail fraud case involving false billings for medical procedures to insurance companies ….” Id. (citing United States v. Vivit, 214 F.3d 908, 920–22 (7th Cir. 2000)). In Vivit, a jury convicted a physician of sixteen counts re- lated to false insurance billing. The jury heard from patients who testified that they had serious medical problems, but that Vivit failed to test or examine them. 214 F.3d at 912. At sen- tencing, the district court applied the two-level enhancement. In affirming that decision, we explained that the Guidelines employ the phrase “serious bodily injury” to mean “injury in- volving extreme physical pain or the protracted impairment of a function of a bodily … organ[;] or requiring medical in- tervention such as surgery, hospitalization, or physical reha- bilitation.” Id. at 920 (quoting U.S. SENT’G GUIDELINES MANUAL § 1B1.1 application n. 1(j) (U.S. SENT’G COMM’N 2018)). We upheld the enhancement because Vivit failed to perform physical examinations on patients who consulted him after car accidents. This lapse “created a risk that, had these patients suffered serious injuries, their injuries would 27 United States v. Vivit, 214 F.3d 908, 920 (7th Cir. 2000). 16 No. 25-2054 remain untreated,” and Vivit acted recklessly in ignoring that risk. Id. at 922. Here, Dr. Ghosh centers her arguments about this en- hancement on the conflicting testimony at the sentencing hearing. She claims the district court wrongly credited patient testimony over her expert’s testimony. The only expert to tes- tify as to whether the ablations were medically appropriate was her expert, Dr. Pozzi, and he testified that at least two of the ablations were appropriate. Dr. Ghosh maintains that the district court erred because it did not make “specific findings about the reliability of” patient claims that the consent forms were blank or not explained, instead “effectively dismiss[ing] Dr. Pozzi’s testimony.” 28 Evaluating the evidence posed a more complex task for the district court than the one suggested by Dr. Ghosh’s argu- ment. Whether a patient was adequately informed as to a pro- cedure is a separate consideration from whether the proce- dure would be medically beneficial to the patient. On this latter question, the experts’ testimony was no doubt of some value. But Dr. Wagner, the Government’s expert, did not review the patients’ files or opine on the medical necessity of the abla- tions. And although Dr. Pozzi did render such opinions, he admittedly based his testimony on the assumption that the files he reviewed were accurate. Notably, both agreed that en- dometrial ablations are contraindicated if a patient is at risk for cancer or wishes to be pregnant. On the other hand, some of the lay testimony was of significant value on whether the patients were adequately informed of the risks attendant to the various proposed procedures. For instance, Dr. Ghosh’s 28 Appellant’s Br. 18. No. 25-2054 17 former assistant testified that Dr. Ghosh was “very persua- sive, intimidating almost,” in her attempts to convince pa- tients to have ablations and that Dr. Ghosh would tell patients that ablations “can prevent endometrial cancer in a way ….”29 Dr. Pozzi was the only expert to testify on whether the ab- lations for at least two of the patients were medically appro- priate, and he said they were. Yet the patients testified that they were not informed that they would receive ablations. At least two patients testified that at the times when they under- went the ablations, they were still hoping to bear children. In short, whether the ablations were appropriate depended not only on an expert’s determination of the risks and benefits of a medical procedure, but also on the patient’s informed con- sent of the consequences of undergoing such a procedure. Even if the ablations were a medically permissible option, subjecting patients to this procedure nevertheless placed them at risk of serious complications resulting from surgery. Indeed, one patient here did suffer such a complication. This patient was diagnosed with post-ablation syndrome by an- other obstetrician-gynecologist and consequently underwent a hysterectomy to treat her constant pain. She did not consent to the ablation and had told Dr. Ghosh that she did not want to eliminate her chance of becoming pregnant in the future. Our review of the record convinces us that the district court carefully assessed the testimony of the patients and of Dr. Pozzi. The court was justified in concluding that many procedures performed by Dr. Ghosh were not necessary and, in multiple cases, there was no informed patient consent. 29 R.91 at 42:24–25, 43:06–07. 18 No. 25-2054 Dr. Ghosh also submits that the district court “blurred the line between malpractice-type issues (e.g., lapses in documen- tation or communication) and the high threshold of criminal recklessness.” 30 While the patients uniformly testified that they received the ablations unknowingly or unwillingly, Dr. Ghosh argues that their testimony was based on “recollec- tions that they did not fully understand the procedures or that they believed forms were blank.” 31 We defer to the trial judge “on issues relating to the credi- bility of witnesses who testified before him.” United States v. Stokes, 211 F.3d 1039, 1045 (7th Cir. 2000). The district court noted that Dr. Pozzi testified that he relied on the accuracy of the patients’ records and if the information contained in them was inaccurate, his opinion might be different. The patients testified that the information in their records was inaccurate. The district court noted that the patients did not know they were consenting to or undergoing the ablations. On that basis, the district court concluded that it was “reckless” to perform ablations without patient knowledge or consent and then to accept payments for that procedure. 32 The district court properly concluded that Dr. Ghosh engaged in the reckless risk of serious bodily injury so that it constituted a “gross de- viation from the standard of care that a reasonable person would exercise in such a situation.” Mohsin, 904 F.3d at 584 (citation modified). 30 Appellant’s Br. 19. 31 Id. 32 R.95 at 471:16–18. No. 25-2054 19 Dr. Ghosh lastly contends that the district court over-re- lied on patient testimony without adequate corroboration. She contends that the patients’ testimony was not reliable be- cause it was never “meaningfully reconciled with the medical records or the signed consent forms that underpinned Dr. Pozzi’s testimony.” 33 She cites United States v. Greene, 71 F.3d 232, 236 (6th Cir. 1995). There, the defendant pleaded guilty to ten counts of fraud relating to his practice of assum- ing false identities to obtain jobs in the health care field. Id. at 234. The district court applied the enhancement for serious risk of bodily harm because it found that he fraudulently ob- tained a position as a physician’s assistant. The only evidence in the record that discussed Greene’s work as a physician’s assistant was a single, conclusory paragraph in his presen- tence report. Id. at 236. That paragraph was based on an FBI report that Greene “was not allowed to review.” Id. As a re- sult, the Sixth Circuit determined that the district court erred by failing to ensure that the FBI report was reliable or require the Government to provide other evidence in support of the enhancement. Here, however, the district court applied the enhancement after four former patients, one former medical assistant, and two experts testified. As detailed above, the district court pro- vided thorough, detailed reasons for applying the enhance- ment. The court was entitled to make credibility determina- tions of the witnesses and did not clearly err in the determi- nations it made. 33 Appellant’s Br. 20. 20 No. 25-2054 C Dr. Ghosh lastly asserts that her 120-month sentence was substantively unreasonable because the district court placed disproportionate weight on the harm to her patients and in- sufficient weight on her mitigating factors. We review the substantive reasonableness of a district court’s sentence, in the absence of procedural error, for abuse of discretion. 34 As an appellate court, we may presume that a sentence within the Guidelines range is reasonable. Nelson v. United States, 555 U.S. 350, 352 (2009) (per curiam) (citing Rita v. United States, 551 U.S. 338, 351 (2007)). A defendant may rebut that presumption by demonstrating that her “sentence is unreasonable when measured against the factors set forth in § 3553(a).” United States v. Mykytiuk, 415 F.3d 606, 608 (7th Cir. 2005). A “sentencing court’s consideration of a defend- ant’s non-frivolous arguments in favor of mitigation certainly may be brief, but it must also be meaningful.” United States v. Robertson, 662 F.3d 871, 880 (7th Cir. 2011). “The mere fact [a defendant] weighs [the § 3553(a)] factors differently does not transform the district court’s decision into an abuse of discre- tion.” United States v. Wood, 31 F.4th 593, 601 (7th Cir. 2022). Dr. Ghosh submits that the district court overemphasized the harm suffered by the patients, which “pushed the sen- tence towards the top of the range as though this were a case of violent harm rather than fraud.” 35 But the district court rec- ognized her attorney’s argument that the case was about health care fraud. It stated, however, that she “did not merely 34 United States v. Aljabari, 626 F.3d 940, 950 (7th Cir. 2010). 35 Appellant’s Br. 22. No. 25-2054 21 bill insurance companies for services that [she] did not pro- vide.” 36 She defrauded programs like Medicaid, which made it “harder for low-income individuals to obtain quality health care.” 37 And “most of [her] fraudulent claims are tied to actual procedures or care that [she] unnecessarily gave these pa- tients, the most serious of which is the endometrial abla- tion.” 38 Preventing her patients from becoming mothers made the offense “more serious than a standard health care fraud case.” 39 The court took note of her lack of a criminal history, that she was a nonviolent offender, that she had a difficult child- hood, and that she excelled in school despite her challenging upbringing. The court also noted that she served as a physi- cian for low-income patients and that the court had read the “numerous letters of support submitted” on her behalf. 40 The court highlighted specific comments made in the letters that praised Dr. Ghosh. But the court gave less weight to these mit- igating factors because at some point in her career, her moti- vation shifted from “providing excellent patient care” to her “greed.”41 The district court’s sentence was not substantively unrea- sonable. The court was entitled to weigh patient harm more strongly than the mitigating support letters and personal 36 R.95 at 483:21–22. 37 Id. at 484:08–09. 38 Id. at 484:13–16. 39 Id. at 484:19–20. 40 Id. at 490:10–11. 41 Id. at 492:21–24. 22 No. 25-2054 history of Dr. Ghosh. The transcript evinces a thorough con- sideration of both the nature of the offense and the mitigating factors. Despite beginning her career trying to help individu- als obtain needed health care, Dr. Ghosh turned to fraudulent billing in a shift toward her own personal interests. Conclusion The judgment of the district court is affirmed. AFFIRMED