Difference between revisions of "Logic of medical language"

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== Abstract ==
== Abstract ==
[[File:Atm1 sclerodermia.jpg|left|300px]]
[[File:Atm1 sclerodermia.jpg|left|300px]]
This detailed summary of "Logic of Medical Language - Masticationpedia" explores the nuances and complexities of medical terminology, focusing on the importance of logic in interpreting medical terms to prevent misdiagnosis and improve healthcare outcomes. The document addresses the ambiguous nature of medical language and its impact on diagnostic accuracy, using a clinical case study as a focal point for discussion.
The document explores the complexities of medical terminology, emphasizing the importance of logic in interpreting medical terms to prevent misdiagnosis and improve healthcare outcomes. It discusses the ambiguous nature of medical language and its impact on diagnostic accuracy, using a clinical case study as a focal point.


Medical language combines technical terminology with natural language, creating potential for ambiguity. This mix can lead to varied interpretations of medical conditions, impacting diagnostic decisions. The document highlights the importance of adopting formal logic in medical term interpretation to mitigate these challenges, underscoring the significance of context and the practitioner's intent in understanding medical terms.
Medical language combines technical terminology with natural language, creating potential ambiguity. This mix can lead to varied interpretations of medical conditions, affecting diagnostic decisions. The document highlights the need for adopting formal logic in interpreting medical terms to mitigate these challenges, emphasizing the significance of context and the practitioner's intent.


The hypothetical case of Mary Poppins illustrates the practical challenges in medical diagnosis due to language ambiguity. Over a decade, Mary received diverse diagnoses from different medical specialists for her symptoms, which included orofacial pain. This case demonstrates how the same symptoms can be interpreted differently by various specialists, leading to conflicting diagnoses and treatment plans.
The hypothetical case of Mary Poppins illustrates the practical challenges in medical diagnosis due to language ambiguity. Over a decade, Mary received diverse diagnoses from different specialists for her symptoms, including orofacial pain. This case demonstrates how the same symptoms can be interpreted differently by various specialists, leading to conflicting diagnoses and treatment plans.


The concept of "encrypted machine language" is introduced to describe the complex communication between the human brain and medical professionals, akin to computer cryptography. This analogy emphasizes the potential misinterpretation of medical signals, which can result in incorrect diagnoses. The document argues for a paradigm shift in medical diagnosis from focusing on symptoms to interpreting this "encrypted machine language."
The concept of "encrypted machine language" describes the complex communication between the human brain and medical professionals, akin to computer cryptography. This analogy highlights the potential misinterpretation of medical signals, resulting in incorrect diagnoses. The document argues for a paradigm shift in medical diagnosis from focusing on symptoms to interpreting this "encrypted machine language."


The document delves into the semantic complexities of medical terminology, illustrating how meanings of medical terms can change based on the context and the interpreter’s intention. It argues for a more precise interpretation of medical terms to enhance diagnostic accuracy and reduce errors caused by ambiguous language.
It delves into the semantic complexities of medical terminology, showing how meanings can change based on context and the interpreter’s intention. A more precise interpretation of medical terms is advocated to enhance diagnostic accuracy and reduce errors caused by ambiguous language.


The clinical narrative of Mary Poppins is revisited to analyze the linguistic challenges in her diagnosis. Her symptoms and medical interactions underscore the problematic nature of medical language, where terms like "Temporomandibular Disorders" and "Neuropathic Orofacial Pain" lead to different diagnostic paths by dentists and neurologists respectively.
The document proposes applying various forms of logic—classical, probabilistic, fuzzy, and system logic—to medical language, especially in clinical contexts, aiming to enhance clarity and accuracy in diagnoses.


The distinction between natural and formal languages is discussed, emphasizing the need for medicine to lean towards formal languages like mathematics and logic, which are less prone to ambiguity compared to natural languages that evolve spontaneously and are fraught with semantic inconsistencies.
In conclusion, the document calls for a shift from symptom-focused diagnostics to a system that better understands and interprets the complex "encrypted machine language" of human biology, leading to more accurate diagnoses and effective treatments, thus improving overall healthcare quality. It advocates ongoing research and training in logical reasoning and medical language semantics.


The document proposes applying various forms of logic—classical, probabilistic, fuzzy, and system logic—to the medical language, especially in clinical contexts. This multidisciplinary approach aims to enhance the clarity and accuracy of medical diagnoses.
{{ArtBy|
 
The conclusion calls for a significant shift in how medical language is approached. It suggests moving from symptom-focused diagnostics to a system that better understands and interprets the complex "encrypted machine language" of human biology. This shift could lead to more accurate diagnoses and more effective treatments, improving overall healthcare quality.
 
The document's analysis suggests that the ambiguity inherent in medical language can lead to diagnostic errors and suboptimal patient care. By adopting a more structured and logical approach to interpreting medical terms, healthcare providers can improve diagnostic accuracy and treatment efficacy.
 
Looking ahead, the document advocates for ongoing research into the application of formal logic in medical practice and education. It suggests that medical curricula incorporate training in logical reasoning and understanding of medical language semantics to prepare future healthcare providers for the challenges of medical diagnostics.
 
In summary, "Logic of Medical Language - Masticationpedia" provides a thorough examination of the complexities of medical language and its impact on healthcare. It calls for a more logical and less ambiguous approach to medical diagnosis and treatment, suggesting that a shift in understanding and application of medical terminology is crucial for advancing healthcare outcomes.<blockquote>
==Keywords==
'''Medical Language Ambiguity''' - Focuses on the complexities and misinterpretations due to ambiguous medical terminology, '''Formal Logic in Medicine''' - Emphasizes the need for structured logic in interpreting medical terms to avoid diagnostic errors, '''Encrypted Machine Language''' - Discusses the concept of complex communication between the brain and medical professionals, '''Semantic Complexity of Medical Terms''' - Highlights the varied interpretations based on context and intention, critical for precise medical diagnosis, '''Temporal Mandibular Disorders (TMD)''' - Specific medical condition discussed as part of the diagnostic challenges, '''Neuropathic Orofacial Pain (nOP)''' - Another specific condition highlighted in the context of differential diagnosis, '''Interpretation of Clinical Signs and Symptoms''' - Related to the challenges of accurately diagnosing based on medical signs and patient reports, '''Philosophy of Medical Language''' - A deeper look into how medical terms are conceptualized and used in practice, '''Systemic Approach to Diagnosis''' - Advocates for a comprehensive approach considering the entire system rather than isolated symptoms.</blockquote>{{ArtBy|
| autore = Gianni Frisardi
| autore = Gianni Frisardi
| autore2 = Riccardo Azzali
| autore2 = Riccardo Azzali
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==Understanding of Medical Terminology==
== Understanding of Medical Terminology==


Exploring what "meaning" actually signifies enters us into a complex and multifaceted territory. The Cambridge Dictionary defines it as "what something expresses or represents."<ref>[https://dictionary.cambridge.org/dictionary/english/meaning Cambridge Dictionary online]</ref>However, this explanation, intuitive as it may be, leaves the question open since the understanding of "meaning" remains broad and not universally agreed upon. Various theories, each with their strengths and weaknesses, seek to address this question, leading to heated debates without a definitive answer.<ref>{{cita libro  
Exploring what "meaning" actually signifies enters us into a complex and multifaceted territory. The Cambridge Dictionary defines it as "what something expresses or represents."<ref>[https://dictionary.cambridge.org/dictionary/english/meaning Cambridge Dictionary online]</ref>However, this explanation, intuitive as it may be, leaves the question open since the understanding of "meaning" remains broad and not universally agreed upon. Various theories, each with their strengths and weaknesses, seek to address this question, leading to heated debates without a definitive answer.<ref>{{cita libro  
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*The increase in mechanical and sensory perception threshold follows the activation of C fibers.
*The increase in mechanical and sensory perception threshold follows the activation of C fibers.
*In cases of atypical odontalgia, somatosensory abnormalities such as allodynia, decreased mechanical perception, and reduced pain modulation emerge.
*In cases of atypical odontalgia, somatosensory abnormalities such as allodynia, decreased mechanical perception, and reduced pain modulation emerge.
* After the insertion of an implant, no significant somatosensory alterations are noted, although mild pain in the affected area is reported.
*After the insertion of an implant, no significant somatosensory alterations are noted, although mild pain in the affected area is reported.
*In general, "pain" has a wide extension and limited intension, but focusing on specific types of pain, we notice that greater intension leads to a reduction in extension.
*In general, "pain" has a wide extension and limited intension, but focusing on specific types of pain, we notice that greater intension leads to a reduction in extension.


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  | PMID = 31688325
  | PMID = 31688325
  }}</ref>
  }}</ref>
==Ambiguity and Vagueness==
==Ambiguity and Vagueness into syntactic, semantic and pragmatic medical language ==
    
    
Beyond the specific language used, the meaning of a medical term is strongly influenced by its originating context, which can lead to phenomena of "ambiguity" or "polysemy." A term is considered ambiguous or polysemic when it has more than one meaning. Linguistics and philosophy have paid considerable attention to these phenomena of ambiguity and vagueness;<ref>{{cita libro  
Beyond the specific language used, the meaning of a medical term is strongly influenced by its originating context, which can lead to phenomena of "ambiguity" or "polysemy." A term is considered ambiguous or polysemic when it has more than one meaning. Linguistics and philosophy have paid considerable attention to these phenomena of ambiguity and vagueness;<ref>{{cita libro  
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Nothing and everything, as we will see better at the end of the chapters on the logic of medical language; we will then devote time to the concepts of cryptography and decryption. Perhaps we've heard about them in spy movies or in information security, but they are also important in medicine, as you will see.
Nothing and everything, as we will see better at the end of the chapters on the logic of medical language; we will then devote time to the concepts of cryptography and decryption. Perhaps we've heard about them in spy movies or in information security, but they are also important in medicine, as you will see.


==Encryption==
=== Encryption===
Let's take as an example a common encryption and decryption platform. In the following example, we will illustrate the results of an Italian platform, but we could choose any platform, as the conceptual results do not change:
Let's take as an example a common encryption and decryption platform. In the following example, we will illustrate the results of an Italian platform, but we could choose any platform, as the conceptual results do not change:


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Very often, the message remains encrypted at least until the system is damaged to such an extent that signs and clinical symptoms so obvious emerge to facilitate diagnosis.
Very often, the message remains encrypted at least until the system is damaged to such an extent that signs and clinical symptoms so obvious emerge to facilitate diagnosis.


Understanding how encryption works is quite simple (go to the decryption platform, choose and try):
Understanding how encryption works is quite simple (go to the decryption platform, choose and try):  


# Choose an encryption key from those selected;
#Choose an encryption key from those selected;
#Type a word;
#Type a word;
# Obtain a code corresponding to the chosen key and the typed word. For example, if we enter the word 'Ephaptic' into the platform's encryption system, we will get an encrypted code in the three different contexts (patient, dentist, and neurologist) that correspond to the three different algorithmic keys indicated by the program; for instance, key A corresponds to the patient's algorithm, key B to the dental context, and key C to the neurological context.
#Obtain a code corresponding to the chosen key and the typed word. For example, if we enter the word 'Ephaptic' into the platform's encryption system, we will get an encrypted code in the three different contexts (patient, dentist, and neurologist) that correspond to the three different algorithmic keys indicated by the program; for instance, key A corresponds to the patient's algorithm, key B to the dental context, and key C to the neurological context.


In the case of the patient, for example, by typing "Ephaptic" and using the A key, the "machine" will return a code like:
In the case of the patient, for example, by typing "Ephaptic" and using the A key, the "machine" will return a code like:
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  }}</ref>
  }}</ref>


==Decryption==
===Decryption===
Now, assuming that the machine language and assembler code are well-structured, let's insert the encrypted message from the Mary Poppins system into the 'Mouth of Truth':<ref>[[:wikipedia:Bocca_della_Verità|<!--132-->Mouth of truth in Wikipedia]]</ref><math>133755457655037A  </math>
Now, assuming that the machine language and assembler code are well-structured, let's insert the encrypted message from the Mary Poppins system into the 'Mouth of Truth':<ref>[[:wikipedia:Bocca_della_Verità|<!--132-->Mouth of truth in Wikipedia]]</ref><math>133755457655037A  </math>


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{{q2|<!--145-->A System Logic that integrates the sequence of the machine language code|<!--146-->true! we'll get there with a little patience}}
{{q2|<!--145-->A System Logic that integrates the sequence of the machine language code|<!--146-->true! we'll get there with a little patience}}


==Final Considerations ==
==Final Considerations==


The logic of language is not a theme of exclusive interest to philosophers and educators; it concerns a crucial aspect of medicine, namely diagnosis. It's noteworthy that the International Classification of Diseases, in its ninth revision (ICD-9), includes 6,969 disease codes, a number that increases to 12,420 in the tenth revision, ICD-10, as reported by the WHO in 2013.<ref name=":0">{{cite book  
The logic of language is not a theme of exclusive interest to philosophers and educators; it concerns a crucial aspect of medicine, namely diagnosis. It's noteworthy that the International Classification of Diseases, in its ninth revision (ICD-9), includes 6,969 disease codes, a number that increases to 12,420 in the tenth revision, ICD-10, as reported by the WHO in 2013.<ref name=":0">{{cite book  
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